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https://dev.to/t/platformengineering | Platformengineering - DEV Community Forem Feed Follow new Subforems to improve your feed DEV Community Follow A space to discuss and keep up software development and manage your software career Future Follow News and discussion of science and technology such as AI, VR, cryptocurrency, quantum computing, and more. Open Forem Follow A general discussion space for the Forem community. If it doesn't have a home elsewhere, it belongs here Gamers Forem Follow An inclusive community for gaming enthusiasts Music Forem Follow From composing and gigging to gear, hot music takes, and everything in between. Vibe Coding Forem Follow Discussing AI software development, and showing off what we're building. Popcorn Movies and TV Follow Movie and TV enthusiasm, criticism and everything in-between. DUMB DEV Community Follow Memes and software development shitposting Design Community Follow Web design, graphic design and everything in-between Security Forem Follow Your central hub for all things security. From ethical hacking and CTFs to GRC and career development, for beginners and pros alike Golf Forem Follow A community of golfers and golfing enthusiasts Crypto Forem Follow A collaborative community for all things Crypto—from Bitcoin to protocol development and DeFi to NFTs and market analysis. Parenting Follow A place for parents to the share the joys, challenges, and wisdom that come from raising kids. We're here for them and for each other. Forem Core Follow Discussing the core forem open source software project — features, bugs, performance, self-hosting. Maker Forem Follow A community for makers, hobbyists, and professionals to discuss Arduino, Raspberry Pi, 3D printing, and much more. HMPL.js Forem Follow For developers using HMPL.js to build fast, lightweight web apps. A space to share projects, ask questions, and discuss server-driven templating Dropdown menu Dropdown menu Skip to content Navigation menu Search Powered by Algolia Search Log in Create account DEV Community Close # platformengineering Follow Hide Building internal platforms to enable application developers to ship code faster and safer. Create Post Older #platformengineering posts 1 2 3 4 5 6 7 Posts Left menu 👋 Sign in for the ability to sort posts by relevant , latest , or top . Right menu Shift-Left Reliability Rob Fox Rob Fox Rob Fox Follow Jan 12 Shift-Left Reliability # sre # devops # cicd # platformengineering Comments Add Comment 4 min read Week 0: Starting a 16-Week Journey to Platform Engineering Jimmy Maina Jimmy Maina Jimmy Maina Follow Jan 11 Week 0: Starting a 16-Week Journey to Platform Engineering # backend # platformengineering # learninginpublic # career Comments Add Comment 4 min read From DevOps to Platform Engineering in the AI Era Pratik Mahalle Pratik Mahalle Pratik Mahalle Follow Jan 5 From DevOps to Platform Engineering in the AI Era # devops # platformengineering # ai # career Comments Add Comment 4 min read Beyond the YAML Hell: Why 2026 is the Year of Platform Engineering Meena Nukala Meena Nukala Meena Nukala Follow Jan 3 Beyond the YAML Hell: Why 2026 is the Year of Platform Engineering # devops # sre # cloud # platformengineering Comments Add Comment 3 min read Why Traditional DevOps Stops Scaling Sreekanth Kuruba Sreekanth Kuruba Sreekanth Kuruba Follow Jan 6 Why Traditional DevOps Stops Scaling # discuss # devops # platformengineering # career 2 reactions Comments Add Comment 2 min read Platform Engineering’s patterns and anti-patterns Steve Fenton Steve Fenton Steve Fenton Follow Dec 18 '25 Platform Engineering’s patterns and anti-patterns # platformengineering # devops Comments Add Comment 11 min read Rethinking EKS Management: Kiro Meets AWS MCP Server vivekpophale vivekpophale vivekpophale Follow Dec 28 '25 Rethinking EKS Management: Kiro Meets AWS MCP Server # kubernetes # aws # platformengineering # ai 4 reactions Comments Add Comment 9 min read The Real Cost of Swapping Infrastructure Allen Helton Allen Helton Allen Helton Follow Dec 15 '25 The Real Cost of Swapping Infrastructure # infrastructure # architecture # platformengineering 1 reaction Comments Add Comment 3 min read Kubernetes Multi-Tenancy Solutions: The Hard Way (DIY) vs. The Smart Way (2025 Guide) Devi Green Devi Green Devi Green Follow Dec 8 '25 Kubernetes Multi-Tenancy Solutions: The Hard Way (DIY) vs. The Smart Way (2025 Guide) # kubernetes # devops # platformengineering # cloudnative 2 reactions Comments Add Comment 3 min read What is IDP and why we need it? Sathish Kumar Sathish Kumar Sathish Kumar Follow Nov 26 '25 What is IDP and why we need it? # devsecops # platformengineering # internaldeveloperplatform Comments Add Comment 1 min read AWS Multi-Account Guardrails: A Complete Blueprint for Secure, Automated Cloud Governance Guptaji Teegela Guptaji Teegela Guptaji Teegela Follow Nov 21 '25 AWS Multi-Account Guardrails: A Complete Blueprint for Secure, Automated Cloud Governance # aws # sre # devops # platformengineering Comments Add Comment 9 min read Stop Being a "Human Router": Moving from Reactive DevOps to Autonomous AIOps Meena Nukala Meena Nukala Meena Nukala Follow Dec 21 '25 Stop Being a "Human Router": Moving from Reactive DevOps to Autonomous AIOps # aiops # devops # automation # platformengineering Comments Add Comment 2 min read From Infrastructure as Code to Platform as a Product: The Shift You Can’t Ignore Meena Nukala Meena Nukala Meena Nukala Follow Dec 20 '25 From Infrastructure as Code to Platform as a Product: The Shift You Can’t Ignore # devops # platformengineering # cloud # productivity Comments Add Comment 1 min read Beyond Scheduling: How Kubernetes Uses QoS, Priority, and Scoring to Keep Your Cluster Balanced Guptaji Teegela Guptaji Teegela Guptaji Teegela Follow Nov 12 '25 Beyond Scheduling: How Kubernetes Uses QoS, Priority, and Scoring to Keep Your Cluster Balanced # devops # sre # microservices # platformengineering Comments Add Comment 4 min read HashiCorp Project Infragraph — The “Google Maps” for Cloud Infrastructure? #cloudnativewisdom12 Saim Safdar Saim Safdar Saim Safdar Follow Nov 5 '25 HashiCorp Project Infragraph — The “Google Maps” for Cloud Infrastructure? #cloudnativewisdom12 # devops # kubernetes # platformengineering # genai 1 reaction Comments Add Comment 3 min read How Enterprises Can Retain Local Control Through Digital Sovereignty | Ep 142 #cloudnativefm Saim Safdar Saim Safdar Saim Safdar Follow Nov 7 '25 How Enterprises Can Retain Local Control Through Digital Sovereignty | Ep 142 #cloudnativefm # platformengineering # genai # opensource # digitalsovereignty 5 reactions Comments Add Comment 3 min read 🏗️ Building the Platform That Empowers Reliability by Design Guptaji Teegela Guptaji Teegela Guptaji Teegela Follow Oct 29 '25 🏗️ Building the Platform That Empowers Reliability by Design # devops # sre # platformengineering # cloudarchitecture Comments Add Comment 3 min read Your IDP needs DDD Steve Fenton Steve Fenton Steve Fenton Follow Nov 3 '25 Your IDP needs DDD # platformengineering # devops # ddd 3 reactions Comments Add Comment 6 min read The Role Confusion: SRE vs Cloud vs Platform Engineer (And Why "DevOps Engineer" Misses the Point) Anderson Leite Anderson Leite Anderson Leite Follow Nov 21 '25 The Role Confusion: SRE vs Cloud vs Platform Engineer (And Why "DevOps Engineer" Misses the Point) # techcareers # cloudengineering # platformengineering # sre 3 reactions Comments Add Comment 5 min read Beyond Scheduling: How Kubernetes Uses QoS, Priority, and Scoring to Keep Your Cluster Balanced Guptaji Teegela Guptaji Teegela Guptaji Teegela Follow Nov 20 '25 Beyond Scheduling: How Kubernetes Uses QoS, Priority, and Scoring to Keep Your Cluster Balanced # devops # sre # microservices # platformengineering Comments Add Comment 2 min read The top 5 features of internal developer platforms Steve Fenton Steve Fenton Steve Fenton Follow Nov 18 '25 The top 5 features of internal developer platforms # platformengineering # devops # idp 2 reactions Comments Add Comment 5 min read How organizations measure Platform Engineering Steve Fenton Steve Fenton Steve Fenton Follow Oct 28 '25 How organizations measure Platform Engineering # platformengineering # devops # analytics 1 reaction Comments Add Comment 6 min read The Secret Sauce of Modern Tech: What a Platform Team Does and Why You Need One Kubernetes with Naveen Kubernetes with Naveen Kubernetes with Naveen Follow Nov 17 '25 The Secret Sauce of Modern Tech: What a Platform Team Does and Why You Need One # platformengineering # dedvops # kubernetes # cloud 1 reaction Comments Add Comment 3 min read The Great AWS Outage: The $11 Billion Argument for Kubernetes Signadot Signadot Signadot Follow Nov 10 '25 The Great AWS Outage: The $11 Billion Argument for Kubernetes # kubernetes # cloud # platformengineering # devops 2 reactions Comments 1 comment 6 min read Platform Engineering: Easy to Use, Hard to Mess Up Tom Mango Tom Mango Tom Mango Follow Oct 3 '25 Platform Engineering: Easy to Use, Hard to Mess Up # platformengineering # management Comments Add Comment 5 min read loading... trending guides/resources The Role Confusion: SRE vs Cloud vs Platform Engineer (And Why "DevOps Engineer" Misses the Point) The Great AWS Outage: The $11 Billion Argument for Kubernetes AWS Multi-Account Guardrails: A Complete Blueprint for Secure, Automated Cloud Governance The Secret Sauce of Modern Tech: What a Platform Team Does and Why You Need One The Real Cost of Swapping Infrastructure Week 0: Starting a 16-Week Journey to Platform Engineering Introducing Realm9: Solving Enterprise Environment Chaos with AI Beyond Scheduling: How Kubernetes Uses QoS, Priority, and Scoring to Keep Your Cluster Balanced From DevOps to Platform Engineering in the AI Era From Infrastructure as Code to Platform as a Product: The Shift You Can’t Ignore Beyond Scheduling: How Kubernetes Uses QoS, Priority, and Scoring to Keep Your Cluster Balanced Shift-Left Reliability Beyond the YAML Hell: Why 2026 is the Year of Platform Engineering HashiCorp Project Infragraph — The “Google Maps” for Cloud Infrastructure? #cloudnativewisdom12 How Enterprises Can Retain Local Control Through Digital Sovereignty | Ep 142 #cloudnativefm Platform Engineering’s patterns and anti-patterns Companies like Spotify (with Backstage) and Netflix scaled DevOps exactly this way — by building ... Your IDP needs DDD What is IDP and why we need it? Kubernetes Multi-Tenancy Solutions: The Hard Way (DIY) vs. The Smart Way (2025 Guide) 💎 DEV Diamond Sponsors Thank you to our Diamond Sponsors for supporting the DEV Community Google AI is the official AI Model and Platform Partner of DEV Neon is the official database partner of DEV Algolia is the official search partner of DEV DEV Community — A space to discuss and keep up software development and manage your software career Home DEV++ Podcasts Videos DEV Education Tracks DEV Challenges DEV Help Advertise on DEV DEV Showcase About Contact Free Postgres Database Software comparisons Forem Shop Code of Conduct Privacy Policy Terms of Use Built on Forem — the open source software that powers DEV and other inclusive communities. Made with love and Ruby on Rails . DEV Community © 2016 - 2026. We're a place where coders share, stay up-to-date and grow their careers. Log in Create account | 2026-01-13T08:48:09 |
https://docs.xano.com/ | Welcome To Xano! - Xano Documentation Skip to main content Xano Documentation home page Xano Search... ⌘ K Welcome To Xano! Where Should I Start? Key Concepts Set Up A Free Xano Account Navigating Xano The Development Life Cycle Using These Docs Frequently Asked Questions What's New in Xano Xano Documentation home page Xano Search... ⌘ K Ask AI Status Log in Get started for free Get started for free Search... Navigation Welcome To Xano! Introductions Start Building AI & Automation Test, Monitor, & Troubleshoot Deployment Enterprise Agencies Starters & Examples Get Help Introductions Start Building AI & Automation Test, Monitor, & Troubleshoot Deployment Enterprise Agencies Starters & Examples Get Help Status Log in Get started for free On this page Why Xano? Get Started Welcome To Xano! Copy page Copy page Xano is the visual-first unified backend powering the next generation of applications. Whether you’re scaling SaaS products or building autonomous systems, Xano provides everything you need—data, APIs, logic, auth, queues, and observability—to build faster and scale smarter. Why Xano? Visual Builder Xano empowers you to build your backend visually with unmatched flexibility, giving you full power and control as your ideas scale. Complete Backend Everything you need to power modern applications—replacing 6–8 different tools for APIs, data, server runtime, CI/CD, monitoring, observability, and more. Agent Ready Orchestrate complex AI behaviors with a powerful logic engine, long-running tasks, and event-driven workflows. Enterprise-grade SOC 2, ISO 27001, GDPR, HDS, and HIPAA compliance, plus role-based governance and limitless scalability. Get Started Build Visually Build with Code Build with AI The Visual Builder Xano gives you two powerful ways to visually build backend logic — choose the style that fits your brain. You’re not locked in, either — switch between the different building modes at any time. Canvas View Perfect for visual thinkers — see your logic as a story, not just steps. The Canvas View is a newer visual builder that is designed to be more user-friendly and intuitive. It adopts a well-loved node based view, giving you a more storytelling view of your logic with all of the visual editing capabilities you’ve come to expect without sacrifices. Explore the Canvas View Function Stack Ideal for those who love structure -- clean, ordered, and precise Xano’s original visual builder is called the Function Stack . It’s a hybrid between a traditional code view and a visual builder. It shows you each function in execution order, but in a way that is understandable for non-technical users. Explore the Function Stack Powered by XanoScript XanoScript is our in-house scripting language that represents everything you can build in Xano. It’s powerful, flexible, and easy to learn, whether you’re a seasoned developer or just a Xano beginner. Look for the Use XanoScript option This option will be available when creating most new objects in Xano, such as APIs, Custom Functions, Background Tasks, and more. Look for the XanoScript button In some object types, such as AI Agents that open with a settings panel immediately, you’ll see a XanoScript option at the top of the panel. Use the VS Code Extension You can also use the VS Code extension to write XanoScript in an IDE of your choice. You should be able to use any IDE that supports VS Code extensions, such as Cursor or Windsurf, as well as VS Code itself. Get the VS Code extension here Build without building Xano offers several different ways to build your backend with AI, reliably and efficiently. Use our AI Assistants In Xano, you have full access to our AI Assistants, whether you’re on a free or a paid plan. We have assistants ready and waiting to help you with: Creating a workspace Designing your database Building logic like APIs and AI Agents Generating Lambda functions and SQL queries for advanced use cases Building connections to external services for you Writing templates for AI prompts, static pages, and more Just look for the AI Assistant button while you’re building. Read more about our AI Assistants Head into Xano and get started Use the Xano MCP Server The Xano MCP Server is a powerful tool that allows you to build your backend with AI, using your favorite MCP client of choice, such as Anthropic’s Claude, Cursor, or Windsurf. Learn how to connect and use the Xano MCP Server Use your favorite IDE's AI assistant Many IDEs, like VS Code and Cursor, come with powerful AI help built right in. With our VS Code extension, it automatically knows how to write XanoScript, so it can build your entire backend, or just help you ideate and iterate. Get the VS Code extension Was this page helpful? Yes No Where Should I Start? ⌘ I x youtube linkedin facebook Powered by | 2026-01-13T08:48:09 |
https://dev.to/devteam/congrats-to-the-xano-ai-powered-backend-challenge-winners-2llg | Congrats to the Xano AI-Powered Backend Challenge Winners! - DEV Community Forem Feed Follow new Subforems to improve your feed DEV Community Follow A space to discuss and keep up software development and manage your software career Future Follow News and discussion of science and technology such as AI, VR, cryptocurrency, quantum computing, and more. Open Forem Follow A general discussion space for the Forem community. If it doesn't have a home elsewhere, it belongs here Gamers Forem Follow An inclusive community for gaming enthusiasts Music Forem Follow From composing and gigging to gear, hot music takes, and everything in between. Vibe Coding Forem Follow Discussing AI software development, and showing off what we're building. Popcorn Movies and TV Follow Movie and TV enthusiasm, criticism and everything in-between. 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A space to share projects, ask questions, and discuss server-driven templating Dropdown menu Dropdown menu Skip to content Navigation menu Search Powered by Algolia Search Log in Create account DEV Community Close Add reaction Like Unicorn Exploding Head Raised Hands Fire Jump to Comments Save Boost More... Copy link Copy link Copied to Clipboard Share to X Share to LinkedIn Share to Facebook Share to Mastodon Share Post via... Report Abuse Jess Lee for The DEV Team Posted on Jan 1 Congrats to the Xano AI-Powered Backend Challenge Winners! # xanochallenge # backend # ai # api The results are in! After reviewing an incredible range of submissions from global sanctions APIs to LLM usage aggregation apps F1 driver insights, we're thrilled to announce our winners for the Xano AI-Powered Backend Challenge . Participants demonstrated the power of combining AI-assisted development with human expertise and we were blown away by the creativity and technical expertise from the community. While we wish we could recognize every submission, today we're highlighting the two winners that stood out the most. Read on to see who they are! Congratulations To… Full-Stack, AI-First Application Winner @jervi built Car Auction Live, a real-time auction platform that utilizes WebSockets for live bidding, background tasks for automated auction finalization, and complex business logic for reserve prices and winner calculation. Real-Time AI-Powered Car Auction Platform (Xano + React vite) Jervi ・ Dec 11 '25 #devchallenge #xanochallenge #ai #backend Jervi also shared their workflow for managing AI hallucinations and included several examples that demonstrates exactly the kind of AI-human collaboration this challenge was designed to showcase. Production-Ready Public API @kingdavid built LucideCrawl, a comprehensive web crawling and phishing detection API that goes far beyond a simple backend service. LucideCrawl: AI-Powered Web Ingestion and Phishing Detection API Built on Xano Temitope ・ Dec 15 '25 #devchallenge #xanochallenge #api #backend With four endpoints (AI-powered URL safety evaluation, intelligent content extraction with Q&A capabilities, sitemap crawling, and depth-controlled full website crawling), LucideCrawl tackles one of the web's hardest problems: making sense of unstructured web data at scale. Prizes Our two winners will receive the following prizes: Prompt Winners $1,500 USD Gift Card or Equivalent DEV++ Membership Exclusive DEV Badge All Participants with a valid submission will receive a completion badge on their DEV profile. Our Sponsor We want to give a huge shout out to Xano for organizing this challenge with us. Their no-code backend platform makes it possible to go from AI-generated prototypes to production-ready systems without managing servers, databases, or infrastructure. We're so grateful the community had an opportunity to try out their service! What's next? More challenges are coming! Check out our challenge page to see what's launching next, and follow the challenge tag so you don't miss any announcements: # devchallenge Follow This is the official tag for submissions and announcements related to DEV Challenges. Thank you to everyone who participated! We hope you had fun, felt challenged, and maybe added a project or two to your portfolio. See you next time! Top comments (4) Subscribe Personal Trusted User Create template Templates let you quickly answer FAQs or store snippets for re-use. Submit Preview Dismiss Collapse Expand Troy Pacheco Troy Pacheco Troy Pacheco Follow Joined Nov 26, 2025 • Jan 5 Dropdown menu Copy link Hide Awesome work! Congratulations! Like comment: Like comment: 2 likes Like Comment button Reply Collapse Expand Varshith V Hegde Varshith V Hegde Varshith V Hegde Follow A simple programmer fond of learning Email varshithvh@gmail.com Location Mangalore Education Mangalore Institute of Technology and Engineering Work Software Engineer@KPIT Joined Jun 30, 2022 • Jan 7 Dropdown menu Copy link Hide Congratulations to all! Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand Jramone3 Jramone3 Jramone3 Follow Visual architect and patrimonial custodian focused on ethical migrations, modular shielding, and reproducible documentation. Specialized in Linux Mint XFCE environments on legacy hardware and inheri Email jramonrivasg@gmail.com Location turmero, Estado Aragua, Venezuela Education Technical training in digital architecture, scripting, and legacy hardware recovery. Pronouns Él / He Work Visual architect and patrimonial custodian at MintBridgeXFCE. Joined Oct 2, 2025 • Jan 2 Dropdown menu Copy link Hide "Huge congratulations to @jervi and @kingdavid ! Both projects are outstanding examples of how AI can elevate backend logic to production-ready standards. As a participant in this challenge (developing the REMI-IA ecosystem), I want to thank the DEV Team and @xano for providing such a robust platform and an inspiring challenge. Building with Xano has been a game-changer for my workflow, and seeing these winning implementations only reinforces why this community is the best place to innovate. Cheers to all participants!" "¡Muchísimas felicitaciones a @jervi y @kingdavid ! Ambos proyectos son ejemplos sobresalientes de cómo la IA puede elevar la lógica de backend a estándares listos para producción. Como participante de este desafío (desarrollando el ecosistema REMI-IA), quiero agradecer al equipo de DEV y a @xano por proporcionar una plataforma tan robusta y un desafío tan inspirador. Construir con Xano ha marcado un antes y un después en mi flujo de trabajo, y ver estas implementaciones ganadoras solo refuerza por qué esta comunidad es el mejor lugar para innovar. ¡Saludos a todos los participantes!" Like comment: Like comment: 3 likes Like Comment button Reply Collapse Expand Fayaz Fayaz Fayaz Follow Software Engineer 𑁍 Thinker 𑁍 Problem Solver. Interests: AI, Software Development, Web Security, Privacy, Nature, Philosophy, History, Spirituality, Politics, Conversation. Location Bangladesh Education BSc. in Computer Science & Engineering Work Building a new SaaS Joined Nov 12, 2017 • Jan 2 Dropdown menu Copy link Hide Cool! Congrats @kingdavid and @jervi All the best wishes and happy 2026! Like comment: Like comment: 2 likes Like Comment button Reply Code of Conduct • Report abuse Are you sure you want to hide this comment? It will become hidden in your post, but will still be visible via the comment's permalink . Hide child comments as well Confirm For further actions, you may consider blocking this person and/or reporting abuse The DEV Team Follow The hardworking team behind DEV ❤️ Want to contribute to open source and help make the DEV community stronger? The code that powers DEV is called Forem and is freely available on GitHub. You're welcome to jump in! Contribute to Forem More from The DEV Team Congrats to the AI Agents Intensive Course Writing Challenge Winners! # googleaichallenge # devchallenge # ai # agents Congrats to the Winners of the AI Challenge for Cross-Platform Apps! # devchallenge # unoplatformchallenge # dotnet # ai Our current challenges add up to $9,000 in total prizes! Give one a try this weekend. # devchallenge # unoplatformchallenge # xanochallenge # muxchallenge 💎 DEV Diamond Sponsors Thank you to our Diamond Sponsors for supporting the DEV Community Google AI is the official AI Model and Platform Partner of DEV Neon is the official database partner of DEV Algolia is the official search partner of DEV DEV Community — A space to discuss and keep up software development and manage your software career Home DEV++ Podcasts Videos DEV Education Tracks DEV Challenges DEV Help Advertise on DEV DEV Showcase About Contact Free Postgres Database Software comparisons Forem Shop Code of Conduct Privacy Policy Terms of Use Built on Forem — the open source software that powers DEV and other inclusive communities. Made with love and Ruby on Rails . DEV Community © 2016 - 2026. We're a place where coders share, stay up-to-date and grow their careers. Log in Create account | 2026-01-13T08:48:09 |
https://dev.to/new/deployment | New Post - DEV Community Forem Feed Follow new Subforems to improve your feed DEV Community Follow A space to discuss and keep up software development and manage your software career Future Follow News and discussion of science and technology such as AI, VR, cryptocurrency, quantum computing, and more. Open Forem Follow A general discussion space for the Forem community. If it doesn't have a home elsewhere, it belongs here Gamers Forem Follow An inclusive community for gaming enthusiasts Music Forem Follow From composing and gigging to gear, hot music takes, and everything in between. Vibe Coding Forem Follow Discussing AI software development, and showing off what we're building. Popcorn Movies and TV Follow Movie and TV enthusiasm, criticism and everything in-between. DUMB DEV Community Follow Memes and software development shitposting Design Community Follow Web design, graphic design and everything in-between Security Forem Follow Your central hub for all things security. From ethical hacking and CTFs to GRC and career development, for beginners and pros alike Golf Forem Follow A community of golfers and golfing enthusiasts Crypto Forem Follow A collaborative community for all things Crypto—from Bitcoin to protocol development and DeFi to NFTs and market analysis. Parenting Follow A place for parents to the share the joys, challenges, and wisdom that come from raising kids. We're here for them and for each other. Forem Core Follow Discussing the core forem open source software project — features, bugs, performance, self-hosting. Maker Forem Follow A community for makers, hobbyists, and professionals to discuss Arduino, Raspberry Pi, 3D printing, and much more. HMPL.js Forem Follow For developers using HMPL.js to build fast, lightweight web apps. A space to share projects, ask questions, and discuss server-driven templating Dropdown menu Dropdown menu Skip to content Navigation menu Search Powered by Algolia Search Log in Create account DEV Community Close Join the DEV Community DEV Community is a community of 3,676,891 amazing developers Continue with Apple Continue with Facebook Continue with Forem Continue with GitHub Continue with Google Continue with Twitter (X) OR Email Password Remember me Forgot password? By signing in, you are agreeing to our privacy policy , terms of use and code of conduct . New to DEV Community? Create account . 💎 DEV Diamond Sponsors Thank you to our Diamond Sponsors for supporting the DEV Community Google AI is the official AI Model and Platform Partner of DEV Neon is the official database partner of DEV Algolia is the official search partner of DEV DEV Community — A space to discuss and keep up software development and manage your software career Home DEV++ Podcasts Videos DEV Education Tracks DEV Challenges DEV Help Advertise on DEV DEV Showcase About Contact Free Postgres Database Software comparisons Forem Shop Code of Conduct Privacy Policy Terms of Use Built on Forem — the open source software that powers DEV and other inclusive communities. Made with love and Ruby on Rails . DEV Community © 2016 - 2026. We're a place where coders share, stay up-to-date and grow their careers. Log in Create account | 2026-01-13T08:48:09 |
https://dev.to/page/hacktoberfest-2025-challenge-contest-rules | 2025 Hacktoberfest Writing Challenge Contest Rules - DEV Community Forem Feed Follow new Subforems to improve your feed DEV Community Follow A space to discuss and keep up software development and manage your software career Future Follow News and discussion of science and technology such as AI, VR, cryptocurrency, quantum computing, and more. Open Forem Follow A general discussion space for the Forem community. If it doesn't have a home elsewhere, it belongs here Gamers Forem Follow An inclusive community for gaming enthusiasts Music Forem Follow From composing and gigging to gear, hot music takes, and everything in between. Vibe Coding Forem Follow Discussing AI software development, and showing off what we're building. Popcorn Movies and TV Follow Movie and TV enthusiasm, criticism and everything in-between. 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A space to share projects, ask questions, and discuss server-driven templating Dropdown menu Dropdown menu Skip to content Navigation menu Search Powered by Algolia Search Log in Create account DEV Community Close 2025 Hacktoberfest Writing Challenge Contest Rules Contest Announcement 2025 Hacktoberfest Writing Challenge Sponsored by Dev Community Inc.(" Sponsor ") NO ENTRY FEE. NO PURCHASE NECESSARY TO ENTER OR WIN. VOID WHERE PROHIBITED. We urge you to carefully read the terms and conditions of this Contest Landing Page located here and the DEV Community Inc. General Contest Official Rules located here ("Official Rules"), incorporated herein by reference. The following contest specific details on this Contest Announcement Page, together with the Official Rules , govern your participation in the named contest defined below (the "Contest"). Sponsor does not claim ownership rights in your Entry. The Official Rules describe the rights you give to Sponsor by submitting an Entry to participate in the named Contest. In the event of a conflict between the terms of this Contest Announcement Page and the Official Rules, the Official Rules will govern and control. Contest Name : 2025 Hacktoberfest Writing Challenge Entry Period : The Contest begins on October 1, 2025 at 12:00 AM PDT and ends on November 2, 2025 at 11:59 PM PST (the " Entry Period ") How to Enter : All entries must be submitted no later than the end of the Entry Period. You may enter the Contest during the Entry Period as follows: Visit the Contest webpage part of the DEV Community Site located here (the " Contest Page "); and Follow any instructions on the Contest Page and submit your completed entry (each an " Entry "). There is no limit on the number of Entries you may submit during the Entry Period. Required Elements for Entries : Without limiting any terms of the Official Rules, each Entry must include, at a minimum, the following elements: A published submission post on DEV that addresses at least one of the three prompts provided on the Contest Page Original content written specifically for this challenge Appropriate use of the submission template provided on the Contest Page Judging Criteria : All qualified entries will be judged by a panel as selected by Sponsor as set forth in the Official Rules. Judges will award one winner to each prompt based on the following criteria: Quality of writing and clarity of communication Depth of reflection and insight Relevance to the chosen prompt Originality and authenticity Use of examples, links, and supporting materials In the event of a tie in scoring between judges, the judges will select the entry that received the highest number of positive reactions on their DEV post to determine the winner. In the event that a participant may win two or more prompts, and the submissions are a tie, we will favor the participant that has not already won a prompt. Prize(s) : The prizes to be awarded from the Contest are as follows: Prompt Winners (3) will each receive: DEV++ Membership Exclusive DEV Badge Participant Winners (who submit a valid and qualified entry) will receive: A completion badge on their DEV profile 💎 DEV Diamond Sponsors Thank you to our Diamond Sponsors for supporting the DEV Community Google AI is the official AI Model and Platform Partner of DEV Neon is the official database partner of DEV Algolia is the official search partner of DEV DEV Community — A space to discuss and keep up software development and manage your software career Home DEV++ Podcasts Videos DEV Education Tracks DEV Challenges DEV Help Advertise on DEV DEV Showcase About Contact Free Postgres Database Software comparisons Forem Shop Code of Conduct Privacy Policy Terms of Use Built on Forem — the open source software that powers DEV and other inclusive communities. Made with love and Ruby on Rails . DEV Community © 2016 - 2026. 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https://dev.to/dataframed-podcast/106-the-hallmarks-of-successful-data-training-programs | #106 The Hallmarks of Successful Data Training Programs - DEV Community Forem Feed Follow new Subforems to improve your feed DEV Community Follow A space to discuss and keep up software development and manage your software career Future Follow News and discussion of science and technology such as AI, VR, cryptocurrency, quantum computing, and more. Open Forem Follow A general discussion space for the Forem community. If it doesn't have a home elsewhere, it belongs here Gamers Forem Follow An inclusive community for gaming enthusiasts Music Forem Follow From composing and gigging to gear, hot music takes, and everything in between. Vibe Coding Forem Follow Discussing AI software development, and showing off what we're building. Popcorn Movies and TV Follow Movie and TV enthusiasm, criticism and everything in-between. DUMB DEV Community Follow Memes and software development shitposting Design Community Follow Web design, graphic design and everything in-between Security Forem Follow Your central hub for all things security. From ethical hacking and CTFs to GRC and career development, for beginners and pros alike Golf Forem Follow A community of golfers and golfing enthusiasts Crypto Forem Follow A collaborative community for all things Crypto—from Bitcoin to protocol development and DeFi to NFTs and market analysis. Parenting Follow A place for parents to the share the joys, challenges, and wisdom that come from raising kids. We're here for them and for each other. Forem Core Follow Discussing the core forem open source software project — features, bugs, performance, self-hosting. Maker Forem Follow A community for makers, hobbyists, and professionals to discuss Arduino, Raspberry Pi, 3D printing, and much more. HMPL.js Forem Follow For developers using HMPL.js to build fast, lightweight web apps. A space to share projects, ask questions, and discuss server-driven templating Dropdown menu Dropdown menu Skip to content Navigation menu Search Powered by Algolia Search Log in Create account DEV Community Close A DataFramed Podcast Follow #106 The Hallmarks of Successful Data Training Programs Oct 10 '22 play To improve Data Literacy, organizations need high-quality data training programs that give their employees the most valuable and relevant data skills they need. Many companies fall into the trap of implementing training programs that are poorly designed or not relevant for the needs of their learners. Sharon Castillo is the VP of Global Education at DataRobot , where she developed the DataRobot University, a self-service education portal that features both free and paid courses on AI and machine learning that are available to the public. With over 30 years of experience, Sharon is a leading expert in data training and employee upskilling programs, from development through execution. Sharon joins the show to talk about what makes an effective data training program, how to ensure employees retain the information, how to properly incentivize training participation, why organizations should prioritize training, and much more. This is essential listening for anyone developing a training program for their team or organization. Episode source Personal Trusted User Create template Templates let you quickly answer FAQs or store snippets for re-use. Submit Preview Dismiss Your browser does not support the audio element. 1x initializing... × 💎 DEV Diamond Sponsors Thank you to our Diamond Sponsors for supporting the DEV Community Google AI is the official AI Model and Platform Partner of DEV Neon is the official database partner of DEV Algolia is the official search partner of DEV DEV Community — A space to discuss and keep up software development and manage your software career Home DEV++ Podcasts Videos DEV Education Tracks DEV Challenges DEV Help Advertise on DEV DEV Showcase About Contact Free Postgres Database Software comparisons Forem Shop Code of Conduct Privacy Policy Terms of Use Built on Forem — the open source software that powers DEV and other inclusive communities. Made with love and Ruby on Rails . DEV Community © 2016 - 2026. We're a place where coders share, stay up-to-date and grow their careers. Log in Create account | 2026-01-13T08:48:09 |
https://docs.suprsend.com/docs/preferences-javascript | Javascript - SuprSend, Notification infrastructure for Product teams Skip to main content SuprSend, Notification infrastructure for Product teams home page Search... ⌘ K Community Trust Center Platform Status Postman Collection GETTING STARTED What is SuprSend? Quick Start Guide Best Practices Plan Your Integration Go-live checklist CORE CONCEPTS Templates Users Events Workflow Notification Categories Preferences Tenants Lists Broadcast Objects Translations DLT Guidelines Whatsapp Template Guidelines WORKFLOW BUILDER Design Workflow Node List Workflow Settings Trigger Workflow Validate Trigger Payload Tenant Workflows Notification Inbox Overview Multi Tabs React Javascript (Angular, Vuejs etc) React Native Flutter (Headless) PREFERENCE CENTRE Embedded Preference Centre Javascript Angular React VENDOR INTEGRATION GUIDE Overview Email Integrations SMS Integrations Android Push Whatsapp Integrations iOS Push Chat Integrations Vendor Fallback Tenant Vendor INTEGRATIONS Webhook Connectors MONITORING & DEBUGGING Logs Audit Logs Error Guides MANAGE YOUR ACCOUNT Authentication Methods Contact Us Get Started SuprSend, Notification infrastructure for Product teams home page Search... ⌘ K Ask AI Contact Us Get Started Get Started Search... Navigation PREFERENCE CENTRE Javascript Documentation API Reference Management API CLI Reference Developer Resources Changelog Documentation API Reference Management API CLI Reference Developer Resources Changelog PREFERENCE CENTRE Javascript OpenAI Open in ChatGPT Integration guide to add notification preference centre in Javascript website. OpenAI Open in ChatGPT Older Version ( @suprsend/web-sdk@<=2.0.0 ): In @suprsend/ [email protected] we have revamped SDK to support JWT based authentication along with few structural changes so please upgrade to newer version. Refer older version documentation here . New Version ( @suprsend/web-sdk@>=2.0.0 ): In new version of web-sdk, JWT based authentication has been implemented which provides better security compared to workspace_key and secret authentication. Along with these, few changes haven been made in terms of preferences method names (added camel casing) and return response structures (return responses inside body key). Was this page helpful? Yes No Suggest edits Raise issue Previous Angular Integration guide to add notification preference centre in Angular website. Next ⌘ I x github linkedin youtube Powered by | 2026-01-13T08:48:09 |
https://dev.to/innomize | INNOMIZE - DEV Community Forem Feed Follow new Subforems to improve your feed DEV Community Follow A space to discuss and keep up software development and manage your software career Future Follow News and discussion of science and technology such as AI, VR, cryptocurrency, quantum computing, and more. Open Forem Follow A general discussion space for the Forem community. If it doesn't have a home elsewhere, it belongs here Gamers Forem Follow An inclusive community for gaming enthusiasts Music Forem Follow From composing and gigging to gear, hot music takes, and everything in between. Vibe Coding Forem Follow Discussing AI software development, and showing off what we're building. Popcorn Movies and TV Follow Movie and TV enthusiasm, criticism and everything in-between. DUMB DEV Community Follow Memes and software development shitposting Design Community Follow Web design, graphic design and everything in-between Security Forem Follow Your central hub for all things security. From ethical hacking and CTFs to GRC and career development, for beginners and pros alike Golf Forem Follow A community of golfers and golfing enthusiasts Crypto Forem Follow A collaborative community for all things Crypto—from Bitcoin to protocol development and DeFi to NFTs and market analysis. Parenting Follow A place for parents to the share the joys, challenges, and wisdom that come from raising kids. We're here for them and for each other. Forem Core Follow Discussing the core forem open source software project — features, bugs, performance, self-hosting. Maker Forem Follow A community for makers, hobbyists, and professionals to discuss Arduino, Raspberry Pi, 3D printing, and much more. HMPL.js Forem Follow For developers using HMPL.js to build fast, lightweight web apps. A space to share projects, ask questions, and discuss server-driven templating Dropdown menu Dropdown menu Skip to content Navigation menu Search Powered by Algolia Search Log in Create account DEV Community Close Follow Organization actions INNOMIZE An offshore, software development, IT consulting company We are an offshore, software development, IT consulting company. Our aim is to create awesome products that will make your everyday life easier. Location HCMC, Vietnam Joined Joined on Oct 28, 2019 Twitter logo GitHub logo External link icon Support email info@innomizetech.com Meet the team Our story Founded in 2018, our mission is to create awesome products that will make your everyday life easier. Our experienced engineering and development team are committed, passionate, and continually challenge themselves on the advancements and changes of the technologies we utilize to deliver the most up-to-date and innovative solutions. Our stack - Front-End Development: HTML5, CSS3, AngularJS, ReactJS - Backend-End Development: Node.js, .NET, Java - Cloud Development: AWS, Azure - Mobile Applications Development: ReactNative- - DevOps And Continuous Integration: Jenkins, AWS Developer Tool - Software Integration: WSO2, BizTalk, WebMethod We work with the latest technologies specializing in Web App, Mobile App, and Cloud Services (AWS, Azure, IBM), DevOps, Automation Testing Post 2 posts published Member 1 member Quickly Installing And Running Neo4j Using Ansible On AWS Cloud Hoang Le Hoang Le Hoang Le Follow Oct 28 '19 Quickly Installing And Running Neo4j Using Ansible On AWS Cloud # ansible # devops # aws # database 7 reactions Comments Add Comment 7 min read How do we host our static website Hoang Le Hoang Le Hoang Le Follow Oct 26 '19 How do we host our static website # serverless # devops # aws 6 reactions Comments Add Comment 5 min read loading... 💎 DEV Diamond Sponsors Thank you to our Diamond Sponsors for supporting the DEV Community Google AI is the official AI Model and Platform Partner of DEV Neon is the official database partner of DEV Algolia is the official search partner of DEV DEV Community — A space to discuss and keep up software development and manage your software career Home DEV++ Podcasts Videos DEV Education Tracks DEV Challenges DEV Help Advertise on DEV DEV Showcase About Contact Free Postgres Database Software comparisons Forem Shop Code of Conduct Privacy Policy Terms of Use Built on Forem — the open source software that powers DEV and other inclusive communities. Made with love and Ruby on Rails . DEV Community © 2016 - 2026. We're a place where coders share, stay up-to-date and grow their careers. Log in Create account | 2026-01-13T08:48:09 |
https://docs.suprsend.com/docs/workflows | Workflow - SuprSend, Notification infrastructure for Product teams Skip to main content SuprSend, Notification infrastructure for Product teams home page Search... ⌘ K Community Trust Center Platform Status Postman Collection GETTING STARTED What is SuprSend? Quick Start Guide Best Practices Plan Your Integration Go-live checklist CORE CONCEPTS Templates Users Events Workflow Notification Categories Preferences Tenants Lists Broadcast Objects Translations DLT Guidelines Whatsapp Template Guidelines WORKFLOW BUILDER Design Workflow Node List Workflow Settings Trigger Workflow Validate Trigger Payload Tenant Workflows Notification Inbox Overview Multi Tabs React Javascript (Angular, Vuejs etc) React Native Flutter (Headless) PREFERENCE CENTRE Embedded Preference Centre Javascript Angular React VENDOR INTEGRATION GUIDE Overview Email Integrations SMS Integrations Android Push Whatsapp Integrations iOS Push Chat Integrations Vendor Fallback Tenant Vendor INTEGRATIONS Webhook Connectors MONITORING & DEBUGGING Logs Audit Logs Error Guides MANAGE YOUR ACCOUNT Authentication Methods Contact Us Get Started SuprSend, Notification infrastructure for Product teams home page Search... ⌘ K Ask AI Contact Us Get Started Get Started Search... Navigation CORE CONCEPTS Workflow Documentation API Reference Management API CLI Reference Developer Resources Changelog Documentation API Reference Management API CLI Reference Developer Resources Changelog CORE CONCEPTS Workflow OpenAI Open in ChatGPT Understand what is workflow and how to design, test, trigger and track workflow log. OpenAI Open in ChatGPT Workflow acts as the notification powerhouse where you define the logic and stitch individual pieces together, like user , template , vendor , and preferences , to deliver notifications to the end user. A workflow comprises a series of steps that, when performed in sequence, form the notification journey. There exists primarily four types of workflow steps, referred to as workflow nodes in SuprSend: Trigger: Initiates the workflow Trigger node initiates the workflow and delivers the first notification. You can trigger a workflow through an event call or a direct API call to SuprSend. Events fall into three categories: 1. External actions performed by users on your platform , such as post like or new comment . To track these actions, integrate the frontend SDK into your product or use the backend SDK or HTTP API . 2. User entering or leaving a list , such as when users unsubscribe from a topic . These events trigger automatically when using SuprSend-managed lists and configuring list events through list tracking . 3. Internal trigger from backend logic , based on data or state changes like shipment out for delivery or job closed . Functions: Logical steps in the workflow Functions represent logical steps in a workflow—such as delay , batch to combine notifications into one summarized message, or implementing conditional waits. Branches: Splits execution in conditional branches Split the workflow into parallel flows where the user follows one branch based on a condition. e.g., the wait until branch holds the user until they meet the required condition. Delivery: sends notification Delivery Nodes represent the final send steps that deliver notifications to users. Templates define the content of each notification. You can send notifications through a single channel , multi-channel , or apply channel routing for sequential delivery across multiple channels. Create workflow In SuprSend, you can group multi-channel and multi-stakeholder notifications in a single workflow, by considering the workflow as a sequence of notifications. One example of a multi-channel, multi-stakeholder workflow involves sending a series of payment reminders to a company’s users. The system sends the first reminder to the account admins via email. The second reminder reaches both the admins and the finance team of the company—first via Inbox, then via email if the notification isn’t seen on Inbox. Payment Reminder workflow Creating a single workflow to track the journey linked to a trigger helps simplify tracking the entire flow—e.g., understanding how many users saw the first notification, how many dropped off after the second, which channel performs best, and more. Fewer workflow Test your workflows in staging workspace before deploying to production: Design your workflows in the staging workspace first and trigger a test workflow before making it live for your production users. Once your workflow is well tested and working, clone it to the production workspace. Notification categories Each workflow connects to a notification category, which helps group related workflows. Users can manage their preferences across these groups. For instance, you can group all shipment-related messages under the category Delivery updates , allowing users to turn off email alerts and receive them only via push notifications. This preference setting automatically applies to all workflows under the category Delivery updates . Learn more about notification categories here . Version control for workflows The system first saves all workflow changes in a draft version and only makes them live after you commit the updates. This approach lets you confidently update workflows without affecting any that currently run in production. Trigger workflow Workflows created on SuprSend dashboard can trigger via an event call or via a direct API call . via workflow API For transactional use cases such as One-Time Password (OTP), authentication, and verification notifications—where you must provide dynamic user channel information or sensitive data at the time of sending—you can include all data and recipient information in a single API request. This method doesn’t require creating a user beforehand to trigger the notification, making it ideal for migrating existing notifications to SuprSend. Below is an example payload that demonstrates a dynamic workflow setup for an OTP notification. Python Node Go Copy Ask AI from suprsend import Event from suprsend import WorkflowTriggerRequest supr_client = Suprsend( "_workspace_key_" , "_workspace_secret_" ) # Prepare workflow payload w1 = WorkflowTriggerRequest( body = { "workflow" : "login_otp" , "recipients" : [ { "distinct_id" : "0gxxx9f14-xxxx-23c5-1902-xxxcb6912ab09" , "$sms" : [ "+15555555555" ] } ], # variable data in your template "data" :{ "OTP" : "1234" } } ) # Trigger workflow response = supr_client.workflows.trigger(w1) print (response) It’s a new workflow method available in the SDK versions below (Python >= v0.11.0, Go >= v0.5.1, and Node >= 1.10.0). Upgrade to the latest version if you’re using an older SDK. Event based Trigger Below is a sample event call to trigger the payment reminder workflow. You can trigger these events by integrating one of the frontend or backend SDKs, or by integrating with your Customer Data Platform (CDP) like Segment and mapping the events passed through these platforms as your workflow trigger. Python Node.js Java Go Copy Ask AI from suprsend import Event # Track Event Example distinct_id = "0fxxx8f74-xxxx-41c5-8752-xxxcb6911fb08" event_name = "Payment Pending" properties = { "first_name" : "User" , "invoice_amount" : "$5000" , "invoice_id" : "Invoice-1234" } event = Event( distinct_id = distinct_id, event_name = event_name, properties = properties) # Track event response = supr_client.track_event(event) print (response) User profile should be created in SuprSend for passing in event call: Please note that you must create the user profile beforehand for the distinct_id passed in your event call. If the user isn’t present, the event call discards it. Send notification using Google Sheets You can also configure your one-time notifications using google sheets. Refer step-by-step guide to configure workflows using google sheets here . Track / Debug Workflow run For each workflow run, you’ll see a detailed log capturing the state and response of each workflow step as they’re sent. You can refer to error guides to understand the errors and see how to resolve them. Analyze notification performance SuprSend provides comprehensive analytics to track the performance of your notifications. You can track delivery, seen, and clicks across all channels in a single graph, identify the best-performing channel, and see how users interact with the notification. You can also retrieve the notification data in your data warehouse for internal analysis and reporting using the S3 connector . Configure SuprSend webhook in vendor dashboard to track delivery data 👍 Ensure to include the SuprSend webhook callback URL in your vendor dashboards for WhatsApp, Short Message Service (SMS), and email. This enables tracking of delivery, seen, and click statuses for display in logs and analytics. For real-time updates to your system, you can also add your webhook endpoint as an outbound webhook in SuprSend. SuprSend processes data received from your end-vendors in a standard format, eliminating the need to adapt your system for different vendor data structures. Per-Tenant workflow Tenants represent a segment that a user belongs to. These can include organizations, teams within an organization, subsidiary companies, or different product lines within the same business. While SuprSend doesn’t directly associate workflows with tenants, you can dynamically pass tenant_id in your trigger to send a notification for a tenant. This picks the properties corresponding to that tenant for custom notification content and considers per-tenant preferences when executing the workflow. Read more about tenant workflows here . Was this page helpful? Yes No Suggest edits Raise issue Previous Overview Overview of Notification Categories: How they drive preferences, vendor selection, and latency rules in workflow execution Next ⌘ I x github linkedin youtube Powered by On this page Create workflow Notification categories Version control for workflows Trigger workflow Track / Debug Workflow run Analyze notification performance Per-Tenant workflow | 2026-01-13T08:48:09 |
https://www.spreaker.com/episode/ngrid-with-shlomi-assaf-aia-408--59283213 | Ngrid with Shlomi Assaf - AiA 408 Discover Your Library Search For Podcasters Your Podcasts Free Our Platform How Spreaker Works Podcasts App Spreaker Create New Prime Network Help { if (!hidden) { $refs.inputMobile.focus(); } }); if (isSearch && !query) { if (window.innerWidth Sign up Login Sign up For Podcasters Your Podcasts Free Settings Light Theme Dark Theme Our Platform How Spreaker Works Podcasts App Spreaker Create New Prime Network Help { if (this.toast) { this.toast = null; } }, timings[this.toast.type]); }, getClassType() { return { 'bg-neutral-700 dark:bg-neutral-100 text-white dark:text-neutral-950': this .toast?.type === 'default', 'bg-sky-700 text-white': this.toast?.type === 'info', 'bg-emerald-700 text-white': this.toast?.type === 'success', 'bg-red-800 text-white': this.toast?.type === 'error', 'bg-orange-400 text-neutral-950': this.toast?.type === 'warning' } } }" x-on:toast.window="showToast($event.detail)" x-show="toast" class="fixed left-0 right-0 z-10 md:left-[250px]" x-transition> Adventures in Angular Transcribed Transcribed Ngrid with Shlomi Assaf - AiA 408 Apr 4, 2024 · 42m 12s Loading Play Pause Add to queue In queue { SP.Utils.setDocumentShouldScroll(!opened); })"> Download Download and listen anywhere Download your favorite episodes and enjoy them, wherever you are! Sign up or log in now to access offline listening. Sign up to download { SP.Utils.setDocumentShouldScroll(!opened); })"> Transcript Ngrid with Shlomi Assaf - AiA 408 This automatic transcript is brought to you by AI technology. This is an automatically generated transcript. Please note that complete accuracy is not guaranteed. Support { SP.Utils.setDocumentShouldScroll(!opened); })"> Embed Embed episode `; }, copyToClipboard() { this.copyStatus = 'DONE'; SP.Utils.copyToClipboard(this.getIframeCode()); setTimeout(() => { this.copyStatus = 'IDLE'; }, 2000); } }"> Dark Light Copy Done Looking to add a personal touch? Explore all the embedding options available in our developer's guide Share on X Share on Facebook Share on Bluesky Share on Whatsapp Share on Telegram Share on LinkedIn Description In this week’s episode of Adventures in Angular the panel interviews Shlomi Assaf, talking about ngrid. After some playful banter about the naming of Ngrid, Shlomi shares the reasons behind... show more In this week’s episode of Adventures in Angular the panel interviews Shlomi Assaf, talking about ngrid. After some playful banter about the naming of Ngrid, Shlomi shares the reasons behind building ngrid. The company he was working for at the time need a grid, he tested nggrid but wanted something completely opensource, so he built one. He also explains that nggrid caused some problems in their project which made him want something more customizable. Shlomi explains how much work is needed on the application and asks listeners to contribute to documentation or other areas of the project. Shai Reznik endorses Shlomi as one of the smartest peoples he knows and tells listeners if they want to learn from someone who knows a lot about angular to step up and join this project. The panel asks about the challenges Shlomi faced while building this app and what it was like using the CDK. Nggrid has a how company working on it but ngrid has only Shlomi. Shlomi explains that the CDK had a lot of the building blocks need to building blocks to build this application and was the power behind the project. The CDK’s lacks the ability to extend easily which was a challenge. He explains that his biggest frustration while building the application was the drag and drop feature. Shlomi shares many of the features he built into the application that even though he built it over a three year period he could do it piece by piece because of the way he designed it. He considers the selling points of the application and shares them with the panel. Shlomi compares ngrid to other grid, explaining how templating, creating columns and pagination are all made easier with ngrid. With ngrid there is also virtual scrolling and you can control the width of each column. Next, the pane considers performance, asking how the grid would handle if you loaded thousand or even tens of thousands of records and data onto the grid. Shlomi explains that unless the cells were extremely complex that ngrid’s performance would not suffer. The panel how ngrid could work with serverside rendering but not with NativeScript. Shlomi explains version support and advises listeners to use Angular 8. The panel ends the episode by sharing information about next year's ng-conf. Tickets go on sale on October 1, 2019, the best deals go fast so watch out for them. Many of the panel will be there, Brian Love will be giving the Angular Fundamentals Two-Day Workshop. The CFP also opens October 1, 2019, and will close January 1, 2019. Aaron Frost invites anyone who would like to submit to reach out to the veteran panelists to nail down ideas for their conference proposals. He also recommends submitting more than one. Sponsors Chuck's Resume Template Developer Book Club Become a Top 1% Dev with a Top End Devs Membership Links https://www.npmjs.com/package/@pebula/ngrid https://shlomiassaf.github.io/ngrid/ https://www.ng-conf.org/speakers/ https://twitter.com/aaronfrost https://twitter.com/brian_love?lang=en https://twitter.com/AlyssaNicoll?ref_src=twsrc%5Egoogle%7Ctwcamp%5Eserp%7Ctwgr%5Eauthor https://twitter.com/shai_reznik?lang=en https://www.facebook.com/adventuresinangular https://twitter.com/angularpodcast Picks Brian - NG-DE 2019 Brian - Angular Connect Shai - The magic of RXJS sharing operators and their differences Shai - Let Me Off at the Top!: My Classy Life and Other Musings Aaron - Connecting with your children Shlomi - How we make Angular fast | Miško Hevery Become a supporter of this podcast: https://www.spreaker.com/podcast/adventures-in-angular--6102018/support . show less Comments Sign in to leave a comment Information Author Charles M Wood Organization Top End Devs Website - Tags - 🇬🇧 English 🇬🇧 English 🇮🇹 Italiano 🇪🇸 Espanõl 🇬🇧 English 🇬🇧 English 🇮🇹 Italiano 🇪🇸 Espanõl Terms Privacy {e.preventDefault(); showOneTrustPreferenceCenter();}" class="inline-flex items-center gap-2 hover:underline"> Your Privacy Choices Copyright 2026 - Spreaker Inc. an iHeartMedia Company { SP.Utils.setDocumentShouldScroll(!opened); })"> Playing Now Queue Looks like you don't have any active episode Browse Spreaker Catalogue to discover great new content Browse now Current Looks like you don't have any episodes in your queue Browse Spreaker Catalogue to discover great new content Browse now 1" class="mt-6"> Next Up Manage Done svg]:text-white"> Up Up Down Down Remove svg]:text-white"> It's so quiet here... 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https://dev.to/zaquwa | Quinn - DEV Community Forem Feed Follow new Subforems to improve your feed DEV Community Follow A space to discuss and keep up software development and manage your software career Future Follow News and discussion of science and technology such as AI, VR, cryptocurrency, quantum computing, and more. Open Forem Follow A general discussion space for the Forem community. If it doesn't have a home elsewhere, it belongs here Gamers Forem Follow An inclusive community for gaming enthusiasts Music Forem Follow From composing and gigging to gear, hot music takes, and everything in between. Vibe Coding Forem Follow Discussing AI software development, and showing off what we're building. Popcorn Movies and TV Follow Movie and TV enthusiasm, criticism and everything in-between. DUMB DEV Community Follow Memes and software development shitposting Design Community Follow Web design, graphic design and everything in-between Security Forem Follow Your central hub for all things security. From ethical hacking and CTFs to GRC and career development, for beginners and pros alike Golf Forem Follow A community of golfers and golfing enthusiasts Crypto Forem Follow A collaborative community for all things Crypto—from Bitcoin to protocol development and DeFi to NFTs and market analysis. Parenting Follow A place for parents to the share the joys, challenges, and wisdom that come from raising kids. We're here for them and for each other. Forem Core Follow Discussing the core forem open source software project — features, bugs, performance, self-hosting. Maker Forem Follow A community for makers, hobbyists, and professionals to discuss Arduino, Raspberry Pi, 3D printing, and much more. HMPL.js Forem Follow For developers using HMPL.js to build fast, lightweight web apps. A space to share projects, ask questions, and discuss server-driven templating Dropdown menu Dropdown menu Skip to content Navigation menu Search Powered by Algolia Search Log in Create account DEV Community Close Follow User actions Quinn 404 bio not found Joined Joined on Jun 28, 2021 twitter website More info about @zaquwa Badges Four Year Club This badge celebrates the longevity of those who have been a registered member of the DEV Community for at least four years. Got it Close Three Year Club This badge celebrates the longevity of those who have been a registered member of the DEV Community for at least three years. Got it Close Two Year Club This badge celebrates the longevity of those who have been a registered member of the DEV Community for at least two years. Got it Close One Year Club This badge celebrates the longevity of those who have been a registered member of the DEV Community for at least one year. Got it Close Post 0 posts published Comment 1 comment written Tag 0 tags followed Want to connect with Quinn? Create an account to connect with Quinn. You can also sign in below to proceed if you already have an account. Create Account Already have an account? Sign in loading... 💎 DEV Diamond Sponsors Thank you to our Diamond Sponsors for supporting the DEV Community Google AI is the official AI Model and Platform Partner of DEV Neon is the official database partner of DEV Algolia is the official search partner of DEV DEV Community — A space to discuss and keep up software development and manage your software career Home DEV++ Podcasts Videos DEV Education Tracks DEV Challenges DEV Help Advertise on DEV DEV Showcase About Contact Free Postgres Database Software comparisons Forem Shop Code of Conduct Privacy Policy Terms of Use Built on Forem — the open source software that powers DEV and other inclusive communities. Made with love and Ruby on Rails . DEV Community © 2016 - 2026. We're a place where coders share, stay up-to-date and grow their careers. Log in Create account | 2026-01-13T08:48:09 |
https://www.spreaker.com/episode/building-a-component-library-with-thomas-pink-fabian-friedl-aia-403--58841551 | Building A Component Library with Thomas Pink & Fabian Friedl - AiA 403 Discover Your Library Search For Podcasters Your Podcasts Free Our Platform How Spreaker Works Podcasts App Spreaker Create New Prime Network Help { if (!hidden) { $refs.inputMobile.focus(); } }); if (isSearch && !query) { if (window.innerWidth Sign up Login Sign up For Podcasters Your Podcasts Free Settings Light Theme Dark Theme Our Platform How Spreaker Works Podcasts App Spreaker Create New Prime Network Help { if (this.toast) { this.toast = null; } }, timings[this.toast.type]); }, getClassType() { return { 'bg-neutral-700 dark:bg-neutral-100 text-white dark:text-neutral-950': this .toast?.type === 'default', 'bg-sky-700 text-white': this.toast?.type === 'info', 'bg-emerald-700 text-white': this.toast?.type === 'success', 'bg-red-800 text-white': this.toast?.type === 'error', 'bg-orange-400 text-neutral-950': this.toast?.type === 'warning' } } }" x-on:toast.window="showToast($event.detail)" x-show="toast" class="fixed left-0 right-0 z-10 md:left-[250px]" x-transition> Adventures in Angular Transcribed Transcribed Building A Component Library with Thomas Pink & Fabian Friedl - AiA 403 Jan 25, 2024 · 50m 4s Loading Play Pause Add to queue In queue { SP.Utils.setDocumentShouldScroll(!opened); })"> Download Download and listen anywhere Download your favorite episodes and enjoy them, wherever you are! Sign up or log in now to access offline listening. Sign up to download { SP.Utils.setDocumentShouldScroll(!opened); })"> Transcript Building A Component Library with Thomas Pink & Fabian Friedl - AiA 403 This automatic transcript is brought to you by AI technology. This is an automatically generated transcript. Please note that complete accuracy is not guaranteed. Support { SP.Utils.setDocumentShouldScroll(!opened); })"> Embed Embed episode `; }, copyToClipboard() { this.copyStatus = 'DONE'; SP.Utils.copyToClipboard(this.getIframeCode()); setTimeout(() => { this.copyStatus = 'IDLE'; }, 2000); } }"> Dark Light Copy Done Looking to add a personal touch? Explore all the embedding options available in our developer's guide Share on X Share on Facebook Share on Bluesky Share on Whatsapp Share on Telegram Share on LinkedIn Description Thomas Pink and Fabian Friedl from Dynatrace join Adventures in Angular to discuss the highs and lows of building an in-house design system with Angular and the exciting move from... show more Thomas Pink and Fabian Friedl from Dynatrace join Adventures in Angular to discuss the highs and lows of building an in-house design system with Angular and the exciting move from keeping it internal to open sourcing and letting the world loose upon it. Sponsors Chuck's Resume Template Developer Book Club Become a Top 1% Dev with a Top End Devs Membership Links https://barista.dynatrace.com/guidelines/accessibility#text-alternatives Picks Alyssa - CodeItLive Fabian - Balancing | Marble League 2020 Opening Ceremony + E1 Thomas - https://www.youtube.com/c/SebastianLague Thomas- The Cherno – YouTube Channel Chris - whipped cream Advertising Inquiries: https://redcircle.com/brands Privacy & Opt-Out: https://redcircle.com/privacy Become a supporter of this podcast: https://www.spreaker.com/podcast/adventures-in-angular--6102018/support . show less Comments Sign in to leave a comment Information Author Charles M Wood Organization Top End Devs Website topenddevs.com Tags - 🇬🇧 English 🇬🇧 English 🇮🇹 Italiano 🇪🇸 Espanõl 🇬🇧 English 🇬🇧 English 🇮🇹 Italiano 🇪🇸 Espanõl Terms Privacy {e.preventDefault(); showOneTrustPreferenceCenter();}" class="inline-flex items-center gap-2 hover:underline"> Your Privacy Choices Copyright 2026 - Spreaker Inc. an iHeartMedia Company { SP.Utils.setDocumentShouldScroll(!opened); })"> Playing Now Queue Looks like you don't have any active episode Browse Spreaker Catalogue to discover great new content Browse now Current Looks like you don't have any episodes in your queue Browse Spreaker Catalogue to discover great new content Browse now 1" class="mt-6"> Next Up Manage Done svg]:text-white"> Up Up Down Down Remove svg]:text-white"> It's so quiet here... Time to discover new episodes! Discover Your Library Search { SP.Utils.setDocumentShouldScroll(!opened); })"> Unlock Spreaker's full potential Sign up to keep listening, access your Library to pick up episodes right where you left off, and connect with your favorite creators. Experience the ultimate podcast listening on Spreaker! Sign up for free | 2026-01-13T08:48:09 |
https://axerosolutions.com/platform | A suite of intranet features for every team - Axero Intranet Skip to content --> Meet Axero Copilot , a game-changer for AI knowledge management! Tell me more --> Platform Feature Tour Mobile Intranet Security and Compliance Integrations Use Cases AI Knowledge Management Intranet Software Internal Communications Software Knowledge Management Software Team Collaboration Software Workplace Culture Software Industries Banks and Finance Education Healthcare Insurance Companies Life Sciences Companies Professional Services Companies Nonprofit Organizations Government Agencies Real Estate and Construction Client Experience Overview Client Stories Intranet Services Client Support Implementation Resources Blog eBooks & Guides Workplace communication tips Improve employee experience Improve company culture Build knowledge base Internal comms examples Enterprise social networking ROI calculator About Us Pricing Get Demo More than an intranet Welcome to the feature tour. You get it all! See everything you’re going to get when you choose Axero intranet. Centralized and secure intranet platform for connecting and engaging your workplace. Watch a mini walkthrough Book a personalized demo Search Locate documents, files, content, and people across your entire intranet with Axero’s elastic search engine. AI chatbots Get answers and accelerate learning curves with AI conversational chatbots. It’s like a personal assistant for your teams. Page builder Match your brand, customize tools, and tailor the entire user experience with drag-and-drop widgets. Make your intranet your own. REST APIs Axero has over 500 REST APIs, empowering you to pull data, pages, and content from third-party platforms so everything is in one place. Your intranet, your way Not one Axero intranet is the same. That’s because no one works like you do. Take on the day with a platform that’s tailored to your organizational workflows, without building from scratch. Homepage Log into happiness with a fully branded homepage that connects your users to company-wide announcements or targeted information as soon as they start the day. Custom workspaces Give your departments, projects, and special initiatives their own digital hub. Align employees to specific resources with special spaces, which can be public or private. Go mobile Take your intranet on-the-go no matter the device. Axero branded and white labeled app options are available. Axero Mobile App Integrations Integrate with the tools you use today. Axero has 30+ integrations and over 500 REST APIs. Axero Integrations Extranet Build semi-public sites, manage external access, control visibility, and shape user experiences that support employees, customers, partners, and communities. Or create something entirely your own! User governance Granular permissions give you detailed control over who can see what and who can do what, so everyone stays in their lane without being held back. Host on your terms Host your intranet the way you prefer: on your own servers or within your chosen cloud environment. Axero gives you the control, flexibility, and technical support options to meet your security, performance, and infrastructure requirements. Learn more about Axero intranet Manage knowledge with one single source of truth Power peak productivity by bringing all of your resources, knowledge, and documents together in one platform. Federated search Use Axero’s powerful elastic search engine to find what you need across your entire intranet, all of your connected file repositories, and all integrations. Files & Documents Organize documents, files, and content in easy-to-access repositories. Keep confidential content secure with tight permission-based control. AI chatbots Lean on the power of AI to answer questions and find information faster. Axero Copilot has access to your intranet’s knowledge, serving as an internal agent for your users. Cases & Tickets Use Axero’s native cases tool to set up help desks, manage questions, and move projects forward. Assign them, collaborate, track status, set due dates, and much more. Form builder *New* Use our integrated form builder to create, send out, and track form submissions within Axero. Receive automatic actions and notifications from every response. Journeys Streamline onboarding, role transitions, and skill development with guided workflows that brings users up to speed. Content workflows Ensure every piece of content is reviewed, approved, version-controlled, and kept up to date, so people can always trust what they’re reading. Launchpad & Quick links Any app is one click away. Launch into third-party tools and pages anywhere on your intranet. Learn more about Axero’s knowledge management tools The communication headquarters for your people Axero makes it easy to segment communications exactly how you need. Bring alignment to your teams with a platform that supports communication of all scopes. Announcements & Broadcasts Whether it’s urgent news or top level announcements, reach the right people with targeted updates or open it up to the entire organization. Newsletter builder *New* Connect all the important happenings in your intranet with branded newsletters. Boost awareness and easily customize templates to match your brand. AI content publisher Easily create content with a personal AI editor. With Axero’s AI Assistant for Content Editors, craft, refine, and polish your work with grammar, tone, and language suggestions. Wikis, articles, and blogs Pick from different content options to ensure information is displayed in a digestible way. Embed media, attachments, and images. Version control & Expiration dates Maintain fresh, current, and relevant content. Set expiration dates and automatically notify authors when content is aging. Required Reading Ensure important items are read and acted on. Flag important content as mandatory and track progress with built-in analytics. Calendars & Events Track deadlines, promote team events, and get everyone on the same page. Integrate with Outlook or Google to keep all schedules synced. Likes, comments, and ratings With intuitive tools that encourage feedback, discussion, and exploration, your knowledge base becomes a living, always evolving library shaped by the people who rely on it. Learn more about Axero’s internal communication tools "Working with Axero has been an absolute pleasure. Right from the start, their team demonstrated incredible knowledge and warmth. They rapidly set us up with a new intranet platform that fits our unique requirements. Their strategic approach to implementation, combined with quality support, made them a true partner in our digital transformation. It's been a seamless experience!" Jesus Rivera Internal Communications Manager, University of Wisconsin–Madison "The support services provided by Axero are both responsive and highly efficient, demonstrating a deep commitment to customer satisfaction. This combination of a powerful platform and superior support underscores Axero's reputation as a leading choice for businesses seeking to optimize their operations and communication strategies." Abdullah Alipour Jeddi Digital Platform Associate, OPEC "The bi-weekly meetings with our business account manager have been invaluable, ensuring seamless communication and support. Axero's commitment to improving our internal communication and employee engagement is palpable and effective." Gabrielle deBruler Social Media Coordinator, America's First Federal Credit Union "Working with Axero has been an impressive journey. Their dedicated team is incredibly attentive and handles any issues swiftly, ensuring minimal disruption. The platform itself is a powerhouse, and the customization options allowed our organization to tailor it to our unique needs." Tatiana Pacheco Policy and Procedures Manager, Mariner Finance “With Axero, we host the TEDx community from around the world under one social platform. Axero’s customer service is the best. We always have someone to answer our questions.” Sina Sima Technical Program Manager, TEDx Connect, unite, and engage your workforce Inspire people and drive engagement with a purposeful built hub centered around your culture. Employee directory Go beyond basic contact info with rich, searchable profiles that help your team truly connect. Customize fields to highlight the skills and interests that matter most to your culture. Organizational Chart Help employees navigate the company, find subject matter experts, and understand where they fit, all with a dynamic chart that scales as you grow. Analytics Keep a constant pulse on performance. Evaluate user engagement, content activity, space management, search, queries and recognition programs to measure what resonates. Ideas Capture insights, gather feedback, and build richer human connections that foster loyalty and trust. Generate ideas from your employees where users can upvote, downvote, comment and like posts. Birthdays & Anniversaries From milestones to meaningful moments, make everyone feel seen, appreciated, and part of the team by displaying employee birthdays and work anniversaries on any page. Badges & Recognition programs Boost morale with a simple “thank you” or create custom recognition programs that reward participation and turn engagement into a habit. Learn more about Axero’s employee engagement tools Customize your entire user experience Axero is built for building. Take advantage of flexible customization tools to make your intranet your own from look, feel, and functionality. Page builder Axero’s Page Builder gives you the utmost flexibility to build pages that look and work the way you need it to with rich drag-and-drop prebuilt widgets. Permissions Axero uses fine-grained, role-based permissions to manage access to different parts of your digital workplace. You have full control over who can see or do what. Personas Create custom groups to automate specialized permissions and deliver hyper-targeted news. Personas help you create a relevant experience for every employee. CSS overrides Don’t just brand it, build it. Fine-tune design elements with full CSS control. Match complex brand guides or optimize the layout. The power to customize is entirely in your hands. White labeled mobile app Keep brand identity consistent on your mobile intranet. Fully customize your app’s name, icon, and splash screen to match your corporate identity. It’s not just an intranet app, it’s your company app. Language options Bridge the gap between global offices. Whether through dynamic on-the-fly translation or a dedicated multi-language content manager, ensure every employee feels at home by delivering news and tools in their preferred language. Integrate your intranet with the tools you already use today Slack Seamlessly connect Axero with Slack channels to empower collaboration and unify updates. SharePoint Access SharePoint documents and folders from Axero. Upload and edit files in either platform. Microsoft Teams Launch into Axero from your Teams app or connect on Teams through profiles and employee hover cards. Single sign-on (SSO) Axero integrates with Okta, Active Directory, ADFS, Okta, OneLogin, and more! See all integrations Security is built into your intranet Axero’s security is built into the foundation of the platform, so there are no gaps, backdoors, or weak links for attackers to exploit. Cloud environment Axero is SOC 2 Type II compliant, and our cloud hosting environments meet SSAE 16 (SOC 1, SOC 2 Type II) and ISO 27001 standards HIPPA compliant Our hosting environment complies to HIPAA standards. Axero will execute a BAA to become joint custodians of PHI. Single-tenant architecture & Data isolation Axero provides a single-tenant architecture. Each customer gets their own independent database and software instance. High-grade encryption standards AES-256 FIPS 140-2 Level 3 for data at rest and SSL/TLS 1.3 for all data in transit. Robust identity management Axero supports SSO with major providers and enforces MFA for internal access to production environments. Private cloud or Self-hosted deployment Axero offers a private Azure cloud or an on-premise option, giving you total control over your organization’s infrastructure. Disaster recovery Axero runs daily and weekly backups stored in separate redundant zones, combined with a formal Disaster Recovery Program, ensuring data can be restored quickly. Security & Vulnerability management Axero performs ongoing third-party penetration testing and vulnerability scans. The platform is explicitly hardened against common web attacks, ensuring the software code itself is secure. Explore all Axero security components Don’t just take our word for it! Hear what our happy customers have to say. “With Axero, we host the TEDx community from around the world under one social platform. Axero’s customer service is the best. We always have someone to answer our questions.” Sina Sima Technical Program Manager, TEDx “The biggest difference is the ease of use for content contributors. People are creating blogs, wikis, and events without any training. It fosters a culture of accountability and content ownership.” Neeraj Kumar Vice President of IT and CIO, Roosevelt University “We’re very happy with Axero. The functionality gives us so much more than we could have asked for. Employee communication and the ticketing system has been key. A huge benefit for us.” Michelle Mazurkewich Chief Innovation Officer, Fusion Credit Union Wanna get started? Talk to someone who works here info@axerosolutions.com 1-855-AXERO-55 401 Park Avenue South 10th Floor New York, NY 10016 +1-855-AXERO-55 Company About Axero Newsroom Careers Contact Us Why Axero? Platform Feature Tour Mobile Intranet App Security and Compliance Intranet Integrations Intranet Pricing Use Cases Employee Intranet Internal Communications Knowledge Management Team Collaboration Workplace Culture Remote Work On Premise Intranet All intranet solutions Client Experience Client Stories Intranet Services Client Support Intranet Implementation Industries Bank & Finance Education Healthcare Insurance Life Sciences Nonprofit Government Real Estate & Construction Resources What is an Intranet? How to Launch an Intranet Intranet Blog Intranet ROI Calculator Free Intranet eBooks & Guides Company intranet ideas HR Glossary Insights Compare Intranet Software Comparison Axero vs Happeo Axero vs Simpplr Axero vs SharePoint Axero vs MangoApps Axero vs Powell Axero vs Igloo © Axero Solutions Terms | Privacy | GDPR | Cookies | Security | Support | Site Map | 2026-01-13T08:48:09 |
https://dev.to/devteam/congrats-to-the-2025-hacktoberfest-writing-challenge-winners-1hpn | Congrats to the 2025 Hacktoberfest Writing Challenge Winners! - DEV Community Forem Feed Follow new Subforems to improve your feed DEV Community Follow A space to discuss and keep up software development and manage your software career Future Follow News and discussion of science and technology such as AI, VR, cryptocurrency, quantum computing, and more. Open Forem Follow A general discussion space for the Forem community. If it doesn't have a home elsewhere, it belongs here Gamers Forem Follow An inclusive community for gaming enthusiasts Music Forem Follow From composing and gigging to gear, hot music takes, and everything in between. Vibe Coding Forem Follow Discussing AI software development, and showing off what we're building. Popcorn Movies and TV Follow Movie and TV enthusiasm, criticism and everything in-between. DUMB DEV Community Follow Memes and software development shitposting Design Community Follow Web design, graphic design and everything in-between Security Forem Follow Your central hub for all things security. From ethical hacking and CTFs to GRC and career development, for beginners and pros alike Golf Forem Follow A community of golfers and golfing enthusiasts Crypto Forem Follow A collaborative community for all things Crypto—from Bitcoin to protocol development and DeFi to NFTs and market analysis. Parenting Follow A place for parents to the share the joys, challenges, and wisdom that come from raising kids. We're here for them and for each other. Forem Core Follow Discussing the core forem open source software project — features, bugs, performance, self-hosting. Maker Forem Follow A community for makers, hobbyists, and professionals to discuss Arduino, Raspberry Pi, 3D printing, and much more. HMPL.js Forem Follow For developers using HMPL.js to build fast, lightweight web apps. A space to share projects, ask questions, and discuss server-driven templating Dropdown menu Dropdown menu Skip to content Navigation menu Search Powered by Algolia Search Log in Create account DEV Community Close Add reaction Like Unicorn Exploding Head Raised Hands Fire Jump to Comments Save Boost More... Copy link Copy link Copied to Clipboard Share to X Share to LinkedIn Share to Facebook Share to Mastodon Share Post via... Report Abuse Jess Lee for The DEV Team Posted on Nov 20, 2025 Congrats to the 2025 Hacktoberfest Writing Challenge Winners! # devchallenge # hacktoberfest # opensource The wait is over! We are excited to announce the winners of the 2025 Hacktoberfest Writing Challenge . This year's Hacktoberfest Writing Challenge brought us stories of first-time contributors finding their footing, maintainers building communities around their projects, and developers reflecting on what open source means to them. As always, we were inspired by the community's dedication to sharing their knowledge and experiences. Since we received close to three hundred submissions, we have decided to pick five winners per prompt! We hope you enjoyed documenting your Hacktoberfest journey and are proud of what you accomplished, regardless of whether or not you get the crown. Without further ado, our winners. Congratulations To… Contributor Chronicles Winners How Being Part of a Community Took Me from Hesitant to 5 PRs Merged Amelia Dutta ・ Nov 2 #devchallenge #hacktoberfest #opensource 6 Merged PRs, 6 Different Projects, 583 Lines of Code: My Hacktoberfest 2025 Story devkumar2313 ・ Nov 1 #hacktoberfest #opensource #github #devchallenge 🤖 The Super Contributor Ascent: Code, Commitment, and the Chronicle of 13 Days Duc Nguyen Thanh ・ Oct 13 #devchallenge #hacktoberfest #opensource How I Fixed Vanishing Pets in vscode-pets Oleksandra ・ Nov 1 #hacktoberfest #showdev #vscode #opensource Hacktoberfest 2025 — Advancing SQL Tooling in Draw.io lastlink ・ Oct 29 #hacktoberfest2025 #sql #drawio #hacktoberfest Maintainer Spotlight Winners My First Merge Almost Gave Me a Panic Attack: A Hacktoberfest Maintainer's Story Paul Labhani Courage ・ Oct 30 #devchallenge #hacktoberfest #opensource #webdev What Building Open Source Fetch Tools Taught Me - And What They Make Me Wanna Forget Gabor Koos ・ Oct 3 #devchallenge #hacktoberfest #opensource #webdev How My AI Projects Hit the Jackpot in Hacktoberfest - A Maintainer's Tale Shraddha ・ Oct 10 #devchallenge #hacktoberfest #opensource #mcp 🎃 Quote.Vote Hacktoberfest 2025 — Building Civic Tech, One Pull Request at a Time Louis Girifalco ・ Nov 3 #devchallenge #hacktoberfest #opensource #webdev Hacktoberfest 2025: Building Open Source Tools That Matter - A Maintainer's Journey Aditya ・ Oct 28 #opensource #hacktoberfest #devchallenge #ai Open Source Reflections Winners Hacktoberfest 2025 Reflection: Three Years, Three Lessons, One Evolution Lymah ・ Oct 30 #devchallenge #hacktoberfest #opensource 🎉 From Hackathon Idea to Super Contributor — My Hacktoberfest 2025 Journey Sanjay Kumar Sah ・ Oct 14 #devchallenge #hacktoberfest #opensource Beyond Hacktoberfest: Building a True Open Source Journey Ayu Adiati ・ Oct 27 #opensource #hacktoberfest #codenewbie #beginners Hacktoberfest 2025: A Journey Through Multiple Perspectives Matheus Cruvinel ・ Oct 25 #devchallenge #hacktoberfest #opensource My Hacktoberfest Journey: From "Maybe Later" to "Merge Successful!" Sheefa Nigar Syed ・ Oct 30 #devchallenge #hacktoberfest #opensource #supercontributor Our winners will each receive a DEV++ Membership , an exclusive DEV badge. All participants will receive a completion badge for rising to the challenge! What's next? Check out our two challenges happening right now (with many more to come in the next few weeks!): Join the AI Challenge for Cross-Platform Apps: $3,000 in Prizes! Jess Lee for The DEV Team ・ Nov 19 #devchallenge #unoplatformchallenge #dotnet #ai Join the AI Agents Intensive Course Writing Challenge with Google and Kaggle! Jess Lee for The DEV Team ・ Oct 31 #googleaichallenge #kaggle #machinelearning #ai See you next time! Interested in being a volunteer judge for future challenges? Learn more here ! Top comments (14) Subscribe Personal Trusted User Create template Templates let you quickly answer FAQs or store snippets for re-use. Submit Preview Dismiss Collapse Expand Ayu Adiati Ayu Adiati Ayu Adiati Follow 👩💻 Software Engineer | ✍🏼 Tech Blogger | ▶ Open Source Maintainer & Contributor | 👥 Community Management Location The Netherlands Joined Mar 16, 2019 • Nov 21 '25 Dropdown menu Copy link Hide Thank you so much! And congrats to all winners! Like comment: Like comment: 3 likes Like Comment button Reply Collapse Expand Mashraf Aiman Mashraf Aiman Mashraf Aiman Follow AGS of NIRAPAD Alliance, Co-founder & CTO of ENNOVAT and PROTIRODH Code enthusiast | Tech Entrepreneur Work CTO at ENNOVAT and ZUTTLE Joined Oct 11, 2025 • Nov 21 '25 Dropdown menu Copy link Hide MASSIVE congratulations to all the 2025 Hacktoberfest Writing Challenge winners Like comment: Like comment: 2 likes Like Comment button Reply Collapse Expand Cyber Safety Zone Cyber Safety Zone Cyber Safety Zone Follow Cybersecurity & Content WriterBlogger at Cyber Safety Zone Helping freelancers and small businesses stay secure in the digital age. I write about AI risks, cyber threats, and budget-friendly security Email admin@cybersafetyzone.com Location United States,san Francisco Joined Aug 17, 2025 • Nov 20 '25 Dropdown menu Copy link Hide Huge congratulations to all the 2025 Hacktoberfest Writing Challenge winners! 🎉 Your insights into open source and your Hacktoberfest journey are truly inspiring — thank you for sharing. 👏 Like comment: Like comment: 2 likes Like Comment button Reply Collapse Expand SolTap SolTap SolTap Follow Your wallet is hidding $SOL. Joined Nov 16, 2025 • Nov 21 '25 Dropdown menu Copy link Hide Congrats for the winners! Like comment: Like comment: 3 likes Like Comment button Reply Collapse Expand MIB MIB MIB Follow Joined Nov 20, 2025 • Nov 21 '25 Dropdown menu Copy link Hide Congratulations to all the winners Like comment: Like comment: 2 likes Like Comment button Reply Collapse Expand Jess Lee The DEV Team Jess Lee The DEV Team Jess Lee Follow Building DEV and Forem with everyone here. Interested in the future. Email jess@forem.com Location USA / TAIWAN Pronouns she/they Work Co-Founder & COO at Forem Joined Jul 29, 2016 • Nov 20 '25 Dropdown menu Copy link Hide Thanks for your sharing your Hacktoberfest journey on DEV @amelia2802 , @devkumar2313 , @ngtduc693 , @oleksandrakordonets , @lastlink , @paulthedev , @gkoos ! Like comment: Like comment: 7 likes Like Comment button Reply Collapse Expand Amelia Dutta Amelia Dutta Amelia Dutta Follow Summoning pixels and wrangling code, I am a frontend developer with a passion for creating visually stunning websites. Currently on an AWS adventure, exploring the vast universe of cloud technology. Email amelia.dutta.02@gmail.com Location Siliguri Pronouns She/Her Work Frontend Developer Joined Oct 24, 2021 • Nov 21 '25 Dropdown menu Copy link Hide Thanks Jess for organising the competition! 🙌🏻 Like comment: Like comment: 2 likes Like Comment button Reply Collapse Expand Jess Lee The DEV Team Jess Lee The DEV Team Jess Lee Follow Building DEV and Forem with everyone here. Interested in the future. Email jess@forem.com Location USA / TAIWAN Pronouns she/they Work Co-Founder & COO at Forem Joined Jul 29, 2016 • Nov 20 '25 Dropdown menu Copy link Hide Thanks for sharing your Hacktoberfest journey on DEV (TIL we have a 10 @-mention per comment max!): @shraddharao_ , @quotevote , @extinctsion , @lymah , @sanjaysah , @adiatiayu , @mcruvinel , @sheefa_nigarsyed_61642e7 !! Like comment: Like comment: 5 likes Like Comment button Reply Collapse Expand Aditya Aditya Aditya Follow Software Engg | Making things ↔ complicated is my hobby. Location New Delhi, India Pronouns He/Him Work Taazaa Inc. Joined Nov 14, 2021 • Nov 23 '25 Dropdown menu Copy link Hide Thank for the challenge. I enjoyed hacktoberfest this year. While hacktoberfest is getting ready for next year, I want contributors to come see my repos and contribute to them. Wishing you happy coding! Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand Louis Girifalco Louis Girifalco Louis Girifalco Follow https://www.Quote.Vote/ Email louis@quote.vote Location Los Angeles, CA Joined Aug 6, 2025 • Nov 22 '25 • Edited on Nov 22 • Edited Dropdown menu Copy link Hide This was such an honor and made me so proud of what we were able to accomplish. Thank you for the platform and visibility. And thank you to all of the contributors who made our Hacktoberfest participation a success. 🌐💪😆 Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand Ben Halpern The DEV Team Ben Halpern The DEV Team Ben Halpern Follow A Canadian software developer who thinks he’s funny. Email ben@forem.com Location NY Education Mount Allison University Pronouns He/him Work Co-founder at Forem Joined Dec 27, 2015 • Nov 20 '25 Dropdown menu Copy link Hide Congrats! Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand Louis Girifalco Louis Girifalco Louis Girifalco Follow https://www.Quote.Vote/ Email louis@quote.vote Location Los Angeles, CA Joined Aug 6, 2025 • Nov 21 '25 • Edited on Nov 21 • Edited Dropdown menu Copy link Hide WOW! We are so grateful for all of the support from the community and couldn't be more ecstatic to have been selected as a winner for the writing challenge. Thank you so much to everyone who contributed along the way, and we can't wait to participate again next year! We are accepting invitation requests from anyone in the DEV.to community. Please message me and request your invite here: Quote.Vote Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand Gilson Oliveira Gilson Oliveira Gilson Oliveira Follow Senior developer with a passion for solving infrastructure headaches. Been there, debugged that. Sharing lessons learned the hard way. Brazil 🇧🇷 | Node | Docker | Kafka | Nest | AWS | Typescript Location Brazil Joined Jul 18, 2024 • Dec 2 '25 Dropdown menu Copy link Hide Great!! finally I got a Hacktoberfest t-shirt :D Like comment: Like comment: 1 like Like Comment button Reply View full discussion (14 comments) Some comments may only be visible to logged-in visitors. Sign in to view all comments. Code of Conduct • Report abuse Are you sure you want to hide this comment? 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A space to share projects, ask questions, and discuss server-driven templating Dropdown menu Dropdown menu Skip to content Navigation menu Search Powered by Algolia Search Log in Create account DEV Community Close Game Dev Follow Hide 👾 👾 👾 Create Post submission guidelines Write! Just keep it clean and civil! about #gamedev From GameMaker Studio to Unity, RPG Maker to 6502 assembly - this is your stop for all things related to game development! However, please make sure that your post is about DEVELOPING A GAME, or TOOLS THAT DEVELOPERS CAN USE, but please make sure they are tools MADE for developers, not just tools like twitter. That can go in topics like #socialmedia. Older #gamedev posts 72 73 74 75 76 77 78 79 80 Posts Left menu 👋 Sign in for the ability to sort posts by relevant , latest , or top . Right menu [Game of Purpose] Day 28 - ChatGPT to the rescue Maciej Sawicki Maciej Sawicki Maciej Sawicki Follow Jun 16 '24 [Game of Purpose] Day 28 - ChatGPT to the rescue # gamedev Comments Add Comment 1 min read Improving coding skills with games! 🎮 Marcos Silva Marcos Silva Marcos Silva Follow for Webcrumbs Jun 14 '24 Improving coding skills with games! 🎮 # css # tailwindcss # frontend # gamedev 21 reactions Comments Add Comment 1 min read sunday prompt #1 - memory swap Fran Tufro Fran Tufro Fran Tufro Follow May 12 '24 sunday prompt #1 - memory swap # gamedev # writing Comments Add Comment 1 min read Game Dev Digest — Issue #237 - Graphics Programming, Animation, and more Game Dev Digest - The Newsletter On Unity Game Dev Game Dev Digest - The Newsletter On Unity Game Dev Game Dev Digest - The Newsletter On Unity Game Dev Follow Jun 14 '24 Game Dev Digest — Issue #237 - Graphics Programming, Animation, and more # news # gamedev # unity3d # csharp Comments Add Comment 8 min read probabilistic foreshadowing Fran Tufro Fran Tufro Fran Tufro Follow May 10 '24 probabilistic foreshadowing # gamedev # writing Comments Add Comment 3 min read Countdown to js13kGames 2024 Andrzej Mazur Andrzej Mazur Andrzej Mazur Follow for js13kGames Jun 13 '24 Countdown to js13kGames 2024 # codegolf # competition # javascript # gamedev 1 reaction Comments Add Comment 1 min read Game Development Diary #11 : Second Day Back Hizrawan Dwi Oka Hizrawan Dwi Oka Hizrawan Dwi Oka Follow Jun 13 '24 Game Development Diary #11 : Second Day Back # gamedev # godot # godotengine # newbie 1 reaction Comments Add Comment 1 min read Trying Ratatui TUI: Rust Text-based User Interface Apps Rodney Lab Rodney Lab Rodney Lab Follow Jun 12 '24 Trying Ratatui TUI: Rust Text-based User Interface Apps # rust # gamedev # tui 2 reactions Comments Add Comment 7 min read [Game of Purpose] Day 14 Maciej Sawicki Maciej Sawicki Maciej Sawicki Follow Jun 1 '24 [Game of Purpose] Day 14 # gamedev Comments Add Comment 1 min read Issues with Modern Games, or, How to Engage a Game's Community Chig Beef Chig Beef Chig Beef Follow Jun 12 '24 Issues with Modern Games, or, How to Engage a Game's Community # gamedev 2 reactions Comments 33 comments 5 min read First Project taird0 taird0 taird0 Follow May 9 '24 First Project # python # beginners # gamedev # learning Comments Add Comment 1 min read My Animal Mart (Part 2) - The data config problem. Long Châu Long Châu Long Châu Follow Jun 12 '24 My Animal Mart (Part 2) - The data config problem. # gamedev # unity3d 1 reaction Comments Add Comment 5 min read Game Development Diary #10 : Come Back Hizrawan Dwi Oka Hizrawan Dwi Oka Hizrawan Dwi Oka Follow Jun 12 '24 Game Development Diary #10 : Come Back # godot # gamedev # newbie # blog 1 reaction Comments Add Comment 1 min read [Game of Purpose] Day 24 Maciej Sawicki Maciej Sawicki Maciej Sawicki Follow Jun 11 '24 [Game of Purpose] Day 24 # gamedev Comments Add Comment 1 min read AR Game ~ ChatGPT API ~ Akira Game Akira Game Akira Game Follow Jun 11 '24 AR Game ~ ChatGPT API ~ # unity3d # gamedev # chatgpt # csharp Comments Add Comment 2 min read Gamedev.js Weekly newsletter gets… a new website! Andrzej Mazur Andrzej Mazur Andrzej Mazur Follow Jun 11 '24 Gamedev.js Weekly newsletter gets… a new website! # gamedev # cloudflare # issues # newsletter 6 reactions Comments Add Comment 2 min read Corona Clicker: A Story of Redemption and Reinvention King Triton King Triton King Triton Follow Jun 11 '24 Corona Clicker: A Story of Redemption and Reinvention # vue # api # gamedev # frontend Comments Add Comment 2 min read AR Game ~ Geospatial API ~ Akira Game Akira Game Akira Game Follow Jun 11 '24 AR Game ~ Geospatial API ~ # gamedev # unity3d # api # location 1 reaction Comments Add Comment 3 min read [Game of Purpose] Day 23 Maciej Sawicki Maciej Sawicki Maciej Sawicki Follow Jun 10 '24 [Game of Purpose] Day 23 # gamedev Comments 1 comment 1 min read natural selection of translations Fran Tufro Fran Tufro Fran Tufro Follow May 7 '24 natural selection of translations # gamedev # writing Comments Add Comment 2 min read My Animal Mart (Part 1) - The outline shader problem. Long Châu Long Châu Long Châu Follow Jun 10 '24 My Animal Mart (Part 1) - The outline shader problem. # gamedev # unity3d 7 reactions Comments Add Comment 3 min read Level Up: Developing Engaging JavaScript Games for the Web🚀 Dharmendra Kumar Dharmendra Kumar Dharmendra Kumar Follow Jun 9 '24 Level Up: Developing Engaging JavaScript Games for the Web🚀 # webdev # javascript # gamedev # programming 6 reactions Comments Add Comment 5 min read Unleash Your Inner Strategist: Build & Play Connect Four in Python! MOHAMED IDAGHDOUR MOHAMED IDAGHDOUR MOHAMED IDAGHDOUR Follow May 6 '24 Unleash Your Inner Strategist: Build & Play Connect Four in Python! # python # computerscience # gamedev # git 1 reaction Comments Add Comment 1 min read show me the numbers! Fran Tufro Fran Tufro Fran Tufro Follow May 6 '24 show me the numbers! # gamedev # writing Comments Add Comment 2 min read AR Game ~ Location Information ~ Akira Game Akira Game Akira Game Follow Jun 9 '24 AR Game ~ Location Information ~ # unity3d # gamedev # location # api Comments Add Comment 3 min read loading... 💎 DEV Diamond Sponsors Thank you to our Diamond Sponsors for supporting the DEV Community Google AI is the official AI Model and Platform Partner of DEV Neon is the official database partner of DEV Algolia is the official search partner of DEV DEV Community — A space to discuss and keep up software development and manage your software career Home DEV++ Podcasts Videos DEV Education Tracks DEV Challenges DEV Help Advertise on DEV DEV Showcase About Contact Free Postgres Database Software comparisons Forem Shop Code of Conduct Privacy Policy Terms of Use Built on Forem — the open source software that powers DEV and other inclusive communities. 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https://www.spreaker.com/user/14532324/s2e28-david-khourshid-on-the-current-fut | S2E28 | David Khourshid on the Current & Future States of Development Discover Your Library Search For Podcasters Your Podcasts Free Our Platform How Spreaker Works Podcasts App Spreaker Create New Prime Network Help { if (!hidden) { $refs.inputMobile.focus(); } }); if (isSearch && !query) { if (window.innerWidth Sign up Login Sign up For Podcasters Your Podcasts Free Settings Light Theme Dark Theme Our Platform How Spreaker Works Podcasts App Spreaker Create New Prime Network Help { if (this.toast) { this.toast = null; } }, timings[this.toast.type]); }, getClassType() { return { 'bg-neutral-700 dark:bg-neutral-100 text-white dark:text-neutral-950': this .toast?.type === 'default', 'bg-sky-700 text-white': this.toast?.type === 'info', 'bg-emerald-700 text-white': this.toast?.type === 'success', 'bg-red-800 text-white': this.toast?.type === 'error', 'bg-orange-400 text-neutral-950': this.toast?.type === 'warning' } } }" x-on:toast.window="showToast($event.detail)" x-show="toast" class="fixed left-0 right-0 z-10 md:left-[250px]" x-transition> Dev Life S2E28 | David Khourshid on the Current & Future States of Development Aug 8, 2022 · 54m 10s Loading Play Pause Add to queue In queue { SP.Utils.setDocumentShouldScroll(!opened); })"> Download Download and listen anywhere Download your favorite episodes and enjoy them, wherever you are! Sign up or log in now to access offline listening. Sign up to download { SP.Utils.setDocumentShouldScroll(!opened); })"> Embed Embed episode `; }, copyToClipboard() { this.copyStatus = 'DONE'; SP.Utils.copyToClipboard(this.getIframeCode()); setTimeout(() => { this.copyStatus = 'IDLE'; }, 2000); } }"> Dark Light Copy Done Looking to add a personal touch? Explore all the embedding options available in our developer's guide Share on X Share on Facebook Share on Bluesky Share on Whatsapp Share on Telegram Share on LinkedIn Description In this episode we are joined by David Khourshid the Founder of Stately.ai to learn about the current and future states of developing modern software. When we step back, what... show more In this episode we are joined by David Khourshid the Founder of Stately.ai to learn about the current and future states of developing modern software. When we step back, what future are we building towards and how can we build smarter? LINKS: https://twitter.com/DavidKPiano https://davidk.dev/ https://www.linkedin.com/in/davidkpiano/ https://stately.ai/ https://frontendmasters.com/teachers/david-khourshid/ https://css-tricks.com/author/davidkpiano/ CONNECT WITH US: David Khourshid @DavidKPiano Brooke Avery @JediBravery Erik Slack @erik_slack show less Comments Sign in to leave a comment Information Author Dev Life Podcast Organization Dev Life Podcast Website - Tags #angular #chart #data #david #developer #experience #founder #javascript #khourshid #life #lowcode #nocode #piano #relationships #software #stately #tool 🇬🇧 English 🇬🇧 English 🇮🇹 Italiano 🇪🇸 Espanõl 🇬🇧 English 🇬🇧 English 🇮🇹 Italiano 🇪🇸 Espanõl Terms Privacy {e.preventDefault(); showOneTrustPreferenceCenter();}" class="inline-flex items-center gap-2 hover:underline"> Your Privacy Choices Copyright 2026 - Spreaker Inc. an iHeartMedia Company { SP.Utils.setDocumentShouldScroll(!opened); })"> Playing Now Queue Looks like you don't have any active episode Browse Spreaker Catalogue to discover great new content Browse now Current Looks like you don't have any episodes in your queue Browse Spreaker Catalogue to discover great new content Browse now 1" class="mt-6"> Next Up Manage Done svg]:text-white"> Up Up Down Down Remove svg]:text-white"> It's so quiet here... Time to discover new episodes! Discover Your Library Search { SP.Utils.setDocumentShouldScroll(!opened); })"> Unlock Spreaker's full potential Sign up to keep listening, access your Library to pick up episodes right where you left off, and connect with your favorite creators. Experience the ultimate podcast listening on Spreaker! Sign up for free | 2026-01-13T08:48:08 |
https://dev.to/t/indie/page/2 | Indie Page 2 - DEV Community Forem Feed Follow new Subforems to improve your feed DEV Community Follow A space to discuss and keep up software development and manage your software career Future Follow News and discussion of science and technology such as AI, VR, cryptocurrency, quantum computing, and more. Open Forem Follow A general discussion space for the Forem community. If it doesn't have a home elsewhere, it belongs here Gamers Forem Follow An inclusive community for gaming enthusiasts Music Forem Follow From composing and gigging to gear, hot music takes, and everything in between. Vibe Coding Forem Follow Discussing AI software development, and showing off what we're building. Popcorn Movies and TV Follow Movie and TV enthusiasm, criticism and everything in-between. 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A space to share projects, ask questions, and discuss server-driven templating Dropdown menu Dropdown menu Skip to content Navigation menu Search Powered by Algolia Search Log in Create account DEV Community Close # indie Follow Hide independent spirit, lo-fi vibes Create Post Older #indie posts 1 2 3 4 5 6 7 8 9 Posts Left menu 👋 Sign in for the ability to sort posts by relevant , latest , or top . Right menu Code Smell 192 - Optional Attributes Maxi Contieri Maxi Contieri Maxi Contieri Follow Jan 17 '23 Code Smell 192 - Optional Attributes # programming # opensource # firstpost # indie 4 reactions Comments Add Comment 2 min read From zero to product. How did you do it? ruudniew ruudniew ruudniew Follow Jul 1 '22 From zero to product. How did you do it? # indie # indiehacker # indiehackers # independent 5 reactions Comments Add Comment 3 min read Idea or execution? What is more important? ruudniew ruudniew ruudniew Follow May 9 '22 Idea or execution? What is more important? # indie # indiehackers 12 reactions Comments 1 comment 3 min read Unique ideas vs existing ideas: competition helps you succeed! ruudniew ruudniew ruudniew Follow May 17 '22 Unique ideas vs existing ideas: competition helps you succeed! # indie # indiehacker 4 reactions Comments Add Comment 2 min read What is an indie hacker? ruudniew ruudniew ruudniew Follow May 2 '22 What is an indie hacker? # indie # indiehacker # indiemaker 11 reactions Comments Add Comment 5 min read Building a Micro Business: What Services I Pay For Adam Hill Adam Hill Adam Hill Follow Dec 31 '21 Building a Micro Business: What Services I Pay For # saas # business # indie 20 reactions Comments 3 comments 7 min read Building a Micro Business: The Beginning Adam Hill Adam Hill Adam Hill Follow Sep 10 '21 Building a Micro Business: The Beginning # saas # business # indie 6 reactions Comments 3 comments 5 min read Labsynth - Indie Game unmaad-devs unmaad-devs unmaad-devs Follow Aug 7 '21 Labsynth - Indie Game # csharp # indie # gamedev 2 reactions Comments Add Comment 1 min read Indie makers and the Sunk Cost Fallacy Christian Christian Christian Follow Dec 4 '20 Indie makers and the Sunk Cost Fallacy # discuss # indie # economics # codenewbie 5 reactions Comments Add Comment 2 min read Idea validation: Never miss unlisted livestreams on youtube Rishabh Rawat Rishabh Rawat Rishabh Rawat Follow Dec 5 '20 Idea validation: Never miss unlisted livestreams on youtube # discuss # idea # validation # indie 2 reactions Comments Add Comment 1 min read Fixing BUGS Jawdat Tayfour Jawdat Tayfour Jawdat Tayfour Follow Sep 18 '20 Fixing BUGS # game # godot # itchio # indie 4 reactions Comments Add Comment 1 min read More Sound Design for my game (Indie Game Devlog) eranelbaz eranelbaz eranelbaz Follow Aug 28 '20 More Sound Design for my game (Indie Game Devlog) # unity3d # devlog # sounds # indie 4 reactions Comments Add Comment 1 min read wasted a WEEK of my life because of this eranelbaz eranelbaz eranelbaz Follow Aug 21 '20 wasted a WEEK of my life because of this # unity3d # devlog # sfx # indie 3 reactions Comments Add Comment 1 min read New game devlog BkGaming BkGaming BkGaming Follow Jul 27 '20 New game devlog # gamedev # devlog # indie 2 reactions Comments 1 comment 1 min read Published a new video about creating a CD in the game 💽 CHILL & PLAY CHILL & PLAY CHILL & PLAY Follow Jun 15 '20 Published a new video about creating a CD in the game 💽 # indie # game # indiedev # dev 4 reactions Comments Add Comment 1 min read Found my old matchbox work. That was my challenge. After a long break, I came back CHILL & PLAY CHILL & PLAY CHILL & PLAY Follow Jun 8 '20 Found my old matchbox work. That was my challenge. After a long break, I came back # gamedev # dev # indie # indiedev 5 reactions Comments 1 comment 1 min read Perhaps you did not know, but in our game there will be a split-screen mode CHILL & PLAY CHILL & PLAY CHILL & PLAY Follow May 25 '20 Perhaps you did not know, but in our game there will be a split-screen mode # indie # game # splitscreen # gamedev 4 reactions Comments 2 comments 1 min read New trailer after 6 months of development CHILL & PLAY CHILL & PLAY CHILL & PLAY Follow May 19 '20 New trailer after 6 months of development # gamedev # game # indie # dev 4 reactions Comments Add Comment 1 min read Demonstration of effects in the game PAPER TANKS CHILL & PLAY CHILL & PLAY CHILL & PLAY Follow May 7 '20 Demonstration of effects in the game PAPER TANKS # indiedev # gamedev # game # indie 4 reactions Comments 1 comment 1 min read 6 steps to becoming an indie hacker Lemuel Okoli Lemuel Okoli Lemuel Okoli Follow Mar 21 '20 6 steps to becoming an indie hacker # indie # hacker # freedom # revenue 31 reactions Comments Add Comment 3 min read 10 years of evolution together with Haxe Nikolay Grebenshikov Nikolay Grebenshikov Nikolay Grebenshikov Follow Dec 27 '19 10 years of evolution together with Haxe # haxe # indie # moulinella # history 14 reactions Comments Add Comment 20 min read [GameDev] Crystal Blast - The Recent Update Alexandr K Alexandr K Alexandr K Follow for Balconygames Aug 7 '19 [GameDev] Crystal Blast - The Recent Update # gamedev # unity3d # indie # startup 10 reactions Comments Add Comment 2 min read Case Study: Taking back control of my inbox with an indie product Danielle Danielle Danielle Follow Jul 15 '19 Case Study: Taking back control of my inbox with an indie product # indie # casestudy # emails 7 reactions Comments 2 comments 8 min read Dev-Log #2: Lander-Game, we have a loop! Antonio Radovcic Antonio Radovcic Antonio Radovcic Follow Mar 29 '19 Dev-Log #2: Lander-Game, we have a loop! # elixir # gamedev # indie # space 7 reactions Comments Add Comment 2 min read Dev-Log #1: Lander-Game Antonio Radovcic Antonio Radovcic Antonio Radovcic Follow Mar 15 '19 Dev-Log #1: Lander-Game # elixir # game # indie # space 11 reactions Comments 2 comments 2 min read loading... 💎 DEV Diamond Sponsors Thank you to our Diamond Sponsors for supporting the DEV Community Google AI is the official AI Model and Platform Partner of DEV Neon is the official database partner of DEV Algolia is the official search partner of DEV DEV Community — A space to discuss and keep up software development and manage your software career Home DEV++ Podcasts Videos DEV Education Tracks DEV Challenges DEV Help Advertise on DEV DEV Showcase About Contact Free Postgres Database Software comparisons Forem Shop Code of Conduct Privacy Policy Terms of Use Built on Forem — the open source software that powers DEV and other inclusive communities. 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https://dev.to/peter_hunter_cdeef8d2bc2a | Peter Hunter - DEV Community Forem Feed Follow new Subforems to improve your feed DEV Community Follow A space to discuss and keep up software development and manage your software career Future Follow News and discussion of science and technology such as AI, VR, cryptocurrency, quantum computing, and more. Open Forem Follow A general discussion space for the Forem community. If it doesn't have a home elsewhere, it belongs here Gamers Forem Follow An inclusive community for gaming enthusiasts Music Forem Follow From composing and gigging to gear, hot music takes, and everything in between. Vibe Coding Forem Follow Discussing AI software development, and showing off what we're building. Popcorn Movies and TV Follow Movie and TV enthusiasm, criticism and everything in-between. DUMB DEV Community Follow Memes and software development shitposting Design Community Follow Web design, graphic design and everything in-between Security Forem Follow Your central hub for all things security. From ethical hacking and CTFs to GRC and career development, for beginners and pros alike Golf Forem Follow A community of golfers and golfing enthusiasts Crypto Forem Follow A collaborative community for all things Crypto—from Bitcoin to protocol development and DeFi to NFTs and market analysis. Parenting Follow A place for parents to the share the joys, challenges, and wisdom that come from raising kids. We're here for them and for each other. Forem Core Follow Discussing the core forem open source software project — features, bugs, performance, self-hosting. Maker Forem Follow A community for makers, hobbyists, and professionals to discuss Arduino, Raspberry Pi, 3D printing, and much more. HMPL.js Forem Follow For developers using HMPL.js to build fast, lightweight web apps. A space to share projects, ask questions, and discuss server-driven templating Dropdown menu Dropdown menu Skip to content Navigation menu Search Powered by Algolia Search Log in Create account DEV Community Close Follow User actions Peter Hunter 404 bio not found Joined Joined on Jun 22, 2025 More info about @peter_hunter_cdeef8d2bc2a Post 0 posts published Comment 6 comments written Tag 0 tags followed Want to connect with Peter Hunter? Create an account to connect with Peter Hunter. You can also sign in below to proceed if you already have an account. Create Account Already have an account? Sign in loading... 💎 DEV Diamond Sponsors Thank you to our Diamond Sponsors for supporting the DEV Community Google AI is the official AI Model and Platform Partner of DEV Neon is the official database partner of DEV Algolia is the official search partner of DEV DEV Community — A space to discuss and keep up software development and manage your software career Home DEV++ Podcasts Videos DEV Education Tracks DEV Challenges DEV Help Advertise on DEV DEV Showcase About Contact Free Postgres Database Software comparisons Forem Shop Code of Conduct Privacy Policy Terms of Use Built on Forem — the open source software that powers DEV and other inclusive communities. Made with love and Ruby on Rails . DEV Community © 2016 - 2026. We're a place where coders share, stay up-to-date and grow their careers. Log in Create account | 2026-01-13T08:48:09 |
https://www.technologyreview.com/2022/05/30/1052879/censoring-china-open-source-backfire/ | How censoring China’s open-source coders might backfire | MIT Technology Review You need to enable JavaScript to view this site. Skip to Content MIT Technology Review Featured Topics Newsletters Events Audio MIT Technology Review Featured Topics Newsletters Events Audio Computing How censoring China’s open-source coders might backfire Many suspect the Chinese state has forced Gitee, the Chinese competitor to GitHub, to censor open-source code in a move developers worry could obstruct innovation. By Zeyi Yang archive page May 30, 2022 Ms Tech On May 18, thousands of software developers in China woke up to find that their open-source code hosted on Gitee, a state-backed Chinese competitor to the international code repository platform GitHub, had been locked and hidden from public view. Later that day, Gitee released a statement explaining that the locked code was being manually reviewed, as all open-source code would need to be before being published from then on. The company “didn’t have a choice,” it wrote. Gitee didn’t respond when MIT Technology Review asked why it had made the change, but it is widely assumed that the Chinese government had imposed yet another bit of heavy-handed censorship. For the open-source software community in China, which celebrates transparency and global collaboration, the move has come as a shock. Code was supposed to be apolitical. Ultimately, these developers fear, it could discourage people from contributing to open-source projects, and China’s software industry will suffer from the lack of collaboration. “Code review in OSS is about improving the code quality and building trust between developers. Adding politics to the code review will hurt both, and eventually roll back the open-source movement in China,” says Han Xiao, the Berlin-based founder of Jina AI, a commercial open-source software company. The rise of Gitee GitHub, founded in 2008 and acquired by Microsoft in 2018, is the go-to platform developers around the world use to publish their code and then critique and learn from each other. This publicly available code—as opposed to the proprietary code created by companies or individuals—is referred to as open-source software. Of the 73 million people using GitHub as of 2021, 7.5 million are based in China, making them the largest group outside the United States. But that level of dependence on the platform made the Chinese government wary, especially since American sanctions against Huawei in 2019 reminded it how much the nation still relies on certain foreign companies and services. GitHub is one of them. Related Story Activists are targeting Russians with open-source "protestware" Read next At the same time, the open-source industry was growing fast in China. Major companies like Tencent and Alibaba released their own version of GitHub, and Gitee, backed by the established open-source community OSChina, began to take the lead in the domestic competition. So in 2020, China’s Ministry of Industry and Information Technology contracted a consortium of companies and universities, led by Gitee, to grow the existing repository into a “Chinese independent open-source hosting platform.” Gitee now boasts over 8 million users . Over time, some developers started to prefer Gitee over GitHub for a mix of reasons, from performance and cost to protection from foreign intervention. For Daniel Bovensiepen Li, a Beijing-based research scientist who uses Gitee for both personal and professional projects, its main advantage is that it is based in mainland China, which makes its service faster and more stable. “Due to this proximity, the performance is dramatically better than GitHub or GitLab [a similar overseas platform],” he says. Li has 24 projects hosted on Gitee that were affected by the latest change. Institutions with government ties are more likely to use Gitee. “The military, public universities, and state-owned companies—they are concerned with the fact that GitHub is eventually owned by Microsoft, an American company,” says Thomas Yao, the Shanghai-based founder of GitCafe, one of China’s earliest GitHub-like websites, which he sold to Tencent in 2016. Students and amateur developers can also be deterred from using GitHub by the costs and the difficulty of finding reliable VPN services in China, he says. The imp act For now, there’s little clue as to what prompted the change, but censorship of certain types of language—profanity, pornography, and politically sensitive words—has been creeping up on the platform for a while. On Gitee’s official and public feedback page , there are multiple user complaints about how projects were censored for unclear reasons, possibly because technical language was mistaken for a sensitive word. The immediate result of Gitee’s May 18 change was that public projects hosted on the platform suddenly became unavailable without notice. Users complained that this disrupted services or even ruined their business deals . For the code to be made public again, developers need to submit an application and confirm it doesn’t contain anything that violates Chinese law or infringes copyrights. Li went through the manual review for all his projects on Gitee, and so far 22 out of 24 have been restored. “Yet I assume that the review process is not a one-time thing, so the question is if the friction of hosting projects will increase in the future,” he says. Still, with no better domestic alternative, Li expects users to stay: “People might not like what Gitee is doing, but [Gitee] will still be required to get their daily job done.” In the long run, this puts an unreasonable burden on the developers. “When you are coding, you are also writing comments and setting up names for the variables. Which developer, while writing code, would like to be thinking whether their code could trigger the list of sensitive words?” says Yao. With almost every other aspect of the internet, the Chinese way of building its own alternative has worked well in recent years. But with open-source software, a direct product of cross-border collaboration, China seems to have run into a wall. “This push to insulate the domestic open-source community from risks arising from the global community is something that very much goes against the core proposition of open-source tech development,” says Rebecca Arcesati, an analyst at the Mercator Institute for China Studies and coauthor of a report on China’s bet on open-source. Technologists in China, she says, don’t want to be cut off from the global software development conversation and may feel uncomfortable with the direction China is heading: “The more Beijing tries to nationalize open-source and create an indigenous ecosystem, the less eager developers will be to participate in what they perceive to be government-led open-source projects.” And cutting off its global ties prematurely may interrupt the fast growth of China’s open-source software industry before its benefits to the economy can be realized. It’s part of a broader concern that overshadows China’s tech sector as the government has ramped up regulations in recent years: is China sacrificing the long-term benefits of tech for short-term impact? “I struggle to see how China can make do without those global links with international open-source communities and foundations,” Arcesati says. “We are not there yet.” by Zeyi Yang Share Share story on linkedin Share story on facebook Share story on email Popular We’re learning more about what vitamin D does to our bodies Jessica Hamzelou OpenAI’s new LLM exposes the secrets of how AI really works Will Douglas Heaven The great AI hype correction of 2025 Will Douglas Heaven China figured out how to sell EVs. Now it has to deal with their aging batteries. Caiwei Chen Keep Reading Most Popular We’re learning more about what vitamin D does to our bodies The sunshine vitamin could affect your immune system and heart health. By Jessica Hamzelou archive page OpenAI’s new LLM exposes the secrets of how AI really works The experimental model won't compete with the biggest and best, but it could tell us why they behave in weird ways—and how trustworthy they really are. By Will Douglas Heaven archive page The great AI hype correction of 2025 Four ways to think about this year's reckoning. By Will Douglas Heaven archive page China figured out how to sell EVs. Now it has to deal with their aging batteries. As early electric cars age out, hundreds of thousands of used batteries are flooding the market, fueling a gray recycling economy even as Beijing and big manufacturers scramble to build a more orderly system. By Caiwei Chen archive page Stay connected Illustration by Rose Wong Get the latest updates from MIT Technology Review Discover special offers, top stories, upcoming events, and more. Enter your email Privacy Policy Thank you for submitting your email! Explore more newsletters It looks like something went wrong. We’re having trouble saving your preferences. Try refreshing this page and updating them one more time. If you continue to get this message, reach out to us at customer-service@technologyreview.com with a list of newsletters you’d like to receive. The latest iteration of a legacy Founded at the Massachusetts Institute of Technology in 1899, MIT Technology Review is a world-renowned, independent media company whose insight, analysis, reviews, interviews and live events explain the newest technologies and their commercial, social and political impact. READ ABOUT OUR HISTORY Advertise with MIT Technology Review Elevate your brand to the forefront of conversation around emerging technologies that are radically transforming business. 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https://devblogs.microsoft.com/udm/ | Unified Data Model at Microsoft Skip to main content Microsoft Dev Blogs Dev Blogs Dev Blogs Home Developer Microsoft for Developers Visual Studio Visual Studio Code Develop from the cloud All things Azure Xcode DevOps Windows Developer ISE Developer Azure SDK Command Line Aspire Technology DirectX Semantic Kernel Languages C++ C# F# TypeScript PowerShell Team Python Java Java Blog in Chinese Go .NET All .NET posts .NET Aspire .NET MAUI AI ASP.NET Core Blazor Entity Framework NuGet Servicing .NET Blog in Chinese Platform Development #ifdef Windows Microsoft Foundry Azure Government Azure VM Runtime Team Bing Dev Center Microsoft Edge Dev Microsoft Azure Microsoft 365 Developer Microsoft Entra Identity Developer Old New Thing Power Platform Data Development Azure Cosmos DB Azure Data Studio Azure SQL OData Revolutions R Unified Data Model (IDEAs) Microsoft Entra PowerShell More Search Search No results Cancel Dev Blogs Unified Data Model at Microsoft Unified Data Model at Microsoft Unified Data Model standardizes metadata and enhances data discoverability. Latest posts Jul 25, 2025 Post comments count 0 Post likes count 1 Scalable Data Governance & Compliance with UDM Anirudh, Nitin Why Data Governance Matters In today’s data-driven world, governance isn’t just a technical requirement—it’s foundational to successful business operations. Good governance ensures data is not only accurate and compliant but also discoverable and usable at scale. At the heart of this approach lies robust, high-quality metadata, which transforms raw data into valuable, reusable information assets. Without well-defined context and clear naming standards, data quickly becomes fragmented, duplicated, and ultimately underutilized. The Unified Data Model (UDM) is designed to address these challenges directly by embed... Apr 16, 2025 Post comments count 0 Post likes count 2 Validations and Correctness: How UDM enables Devs to build for Data Quality, Uptime, and Velocity Anirudh, Nitin, Carlos Introduction Ensuring data correctness and integrity is crucial in any data-driven system. Poor data quality can lead to incorrect insights, disrupted business processes, and failed pipelines. The Unified Data Model (UDM) enforces robust validation rules to maintain high data quality, ensuring consistency across all assets. In this post, we’ll explore how UDM safeguards against missing or incorrect data, the role of schema enforcement and type validation, how data lineage tracking helps troubleshoot failures, and real-world scenarios where UDM prevents costly issues and speeds up end-to-end delivery time. How U... Feb 14, 2025 Post comments count 1 Post likes count 2 Leveraging the Unified Data Model: A Practical Example of Data Modeling Anirudh, Nitin, Chris Introduction In today’s data-driven world, businesses need a structured approach to managing foundational data assets. The Unified Data Model (UDM) provides a scalable and governed framework for modeling key entities while keeping data assets maintainable and extensible. In this post, we will use a hypothetical business entity as an example to demonstrate how UDM effectively structures data. We'll model a Base Profile, an Extension, and a Dimension to show how the same data assets can be reused across multiple scenarios. We will also explore how the UDM approach simplifies data storage, making it easier to qu... Dec 9, 2024 Post comments count 0 Post likes count 4 Why a Unified Data Model is Critical: Lessons from Building Microsoft’s Semantic Layer Anirudh, Chris, Nitin Introduction Some years ago, we were wrestling with a persistent issue in our data stack. Every team had their own way of collecting and structuring data. What was a simple query for one team became a debugging nightmare for another. Discovering the right dataset felt like looking for a needle in a haystack, and standardizing definitions was almost impossible. These headaches slowed us down, hurt trust in our data, and left our AI models grappling with inconsistent input. When we started the effort to build a unified data model at Microsoft, we realized these problems weren’t just ours—they were universal. Thi... Load more posts Popular topics Unified Data Model Archive July 2025 April 2025 February 2025 December 2024 Follow this blog Stay informed Get notified when new posts are published. Email * Country/Region * Select... 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A space to share projects, ask questions, and discuss server-driven templating Dropdown menu Dropdown menu Skip to content Navigation menu Search Powered by Algolia Search Log in Create account DEV Community Close Game Dev Follow Hide 👾 👾 👾 Create Post submission guidelines Write! Just keep it clean and civil! about #gamedev From GameMaker Studio to Unity, RPG Maker to 6502 assembly - this is your stop for all things related to game development! However, please make sure that your post is about DEVELOPING A GAME, or TOOLS THAT DEVELOPERS CAN USE, but please make sure they are tools MADE for developers, not just tools like twitter. That can go in topics like #socialmedia. Older #gamedev posts 1 2 3 4 5 6 7 8 9 … 75 … 174 Posts Left menu 👋 Sign in for the ability to sort posts by relevant , latest , or top . Right menu Seeking Peer Connections for CodeChat P2P Testing bingkahu bingkahu bingkahu Follow Jan 12 Seeking Peer Connections for CodeChat P2P Testing # watercooler # coding # github # gamedev Comments Add Comment 2 min read Why My First Animation Blueprint Didn’t Work in Unreal Engine Dinesh Dinesh Dinesh Follow Jan 11 Why My First Animation Blueprint Didn’t Work in Unreal Engine # gamedev # unrealengine # beginners # animation Comments Add Comment 2 min read Getting Started with 2D Games Using Pyxel (Part 9): Shooting Bullets Kajiru Kajiru Kajiru Follow Jan 12 Getting Started with 2D Games Using Pyxel (Part 9): Shooting Bullets # python # gamedev # tutorial # pyxel Comments Add Comment 4 min read Can You Beat AI at This Simple Game? Daniel Tofan Daniel Tofan Daniel Tofan Follow Jan 12 Can You Beat AI at This Simple Game? # webdev # gamedev # ai # pwa Comments Add Comment 3 min read Hello, Newbie Here. 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https://docs.suprsend.com/changelog/overview | Product Updates - SuprSend, Notification infrastructure for Product teams Skip to main content SuprSend, Notification infrastructure for Product teams home page Search... ⌘ K Community Trust Center Platform Status Postman Collection Changelog Product Updates Contact Us Get Started SuprSend, Notification infrastructure for Product teams home page Search... ⌘ K Ask AI Contact Us Get Started Get Started Search... Navigation Changelog Product Updates Documentation API Reference Management API CLI Reference Developer Resources Changelog Documentation API Reference Management API CLI Reference Developer Resources Changelog Changelog Product Updates OpenAI Open in ChatGPT Logs of all the feature releases, improvements, and bug fixes in SuprSend. OpenAI Open in ChatGPT 18 December 2025 Hosted Preference Page — Modern Design with Multi-Language Support The hosted preference page has been updated with a refreshed UI and locale-aware localization support. Static UI content (CTAs, labels, system text) is translated automatically using built-in i18n support for up to 23 languages. Dynamic content, including notification category names and descriptions, is rendered using the translation files configured by you, based on the user’s locale. 📘 Checkout hosted preference page documentation and see how translations work 3 December 2025 Category Translations for Preference Centers Reach users worldwide with category translations — show your preference centers in your users’ native language. Whether your users speak Spanish, French, German, or any other language, they’ll see category names and descriptions in their preferred locale, making it easier for them to understand and manage their notification preferences. What you get: Multi-language support : Upload translations via Dashboard, API, or CLI — choose the method that works best for your workflow Smart fallbacks : If a translation isn’t available for a specific locale (e.g., es-AR ), we automatically try the base locale ( es ), then fall back to English — your users always see something meaningful Zero maintenance : English translations are automatically generated from your category names and descriptions, so you don’t need to manage them separately 📘 Learn more in the category translations documentation . 1 December 2025 📚 S3 Connector v2.0 — Comprehensive Notification Data Export S3 Connector v2.0 exports end-to-end notification data to your S3 bucket, giving you full visibility into requests, workflows, and message delivery for analytics, debugging, and compliance. It replaces the limited v1.0 connector with complete, structured logging. S3 Connector v1.0 will be deprecated over time. Migrate to v2.0 to access full logs and notification analytics. What’s New We’ve added 3 data points for end-to-end traceability of notifications from API request → workflow execution → final delivery : Messages: Delivery status, engagement metrics, vendor responses, and failures Workflow Executions: Step-by-step workflow logs for debugging conditions, preferences, and errors Requests: API payloads and responses for trigger-level debugging and audit trails Use Cases Internal analytics or customer-facing analytics Debug delivery and workflow issues using detailed logs or show logs on your customer portal Maintain audit trails for compliance and internal reporting Query and analyze notification data you fully own 📘 Check out the S3 Connector v2.0 documentation for more details. 29 November 2025 Channel-Level Control for Preference Categories Choose which channels users are opted into by default when setting up preference categories. You can use this to have preference category defaults as user gets in-app notification by default and other channels will be sent only if user explicitly opts in to them. 📘 Learn more in the preference categories documentation . 31 October 2025 Type-Safe Workflow Triggers Catch payload errors at compile time and get IDE autocomplete for workflow payloads and event properties using generated type definitions. Define your payload structure once using SuprSend JSON schemas , and automatically generate type definitions using SuprSend CLI . What’s Included and Why This Matters Prevents production bugs caused by invalid payloads Keeps backend code and notification schemas in sync Get IDE autocomplete, inline validation, and type hints for payload fields Supported languages: TypeScript, Python, Go, Java, Kotlin, Swift, Dart 📘 Learn more in the type safety & type generation documentation . 30 October 2025 🌍 Translations - One template, all languages, zero hassle Go global with translations — the easiest way to localize your notifications. One template, multiple languages, automatic fallbacks. No more maintaining separate templates for each language. What You Can Do Localize notifications instantly: Smart translation keys → Use {{t "key"}} syntax in templates and let SuprSend handle the rest Automatic fallbacks → Users always get a translation, even if their exact locale isn’t available Dynamic content → Pass variables like {{t "key" name=user.first_name}} for personalized content Pluralization → Automatic handling of singular/plural forms based on count Manage translations like code: Upload, download, edit → Work with translation files locally or in the dashboard Version control → Complete history tracking with one-click rollbacks CLI & API support → Manage translations programmatically or via command line Built for developers: Namespaced keys → {{t "feature:key"}} to avoid conflicts across features JSONNET support → Complex conditional logic for advanced use cases Handlebars integration → Combine with other helpers for dynamic content Version control for translations → Track changes, maintain history, and roll back when needed 📘 Check out the translation documentation to get started. 1 October 2025 Preference Category Management APIs You can now programmatically create, update, and commit preference categories using the Management APIs — no dashboard required. This makes it easy to integrate category management into your existing workflows, scripts, and deployment pipelines. 👉 Also available via the SuprSend CLI . 📘 See the API documentation to get started. 29 September 2025 🚀 SuprSend CLI Beta - Ship Notification changes like code We’re excited to announce the public beta of SuprSend CLI , bringing full notification management to your terminal. Using CLI, you can manage and promote assets across workspaces, integrate with CI/CD, and treat notification changes just like code. What You Can Do Promote assets across workspaces — move workflows, schemas, events, and categories between environments (e.g., staging → production) with suprsend sync or targeted pull/push commands. Automate with CI/CD Deployment – Release notification changes through feature or bugfix branches, just like any other piece of code: version it, test it, and deploy it. Manage notification changes in Git — pull assets locally, version them alongside your application code, and push updates as feature branches or bugfix releases. Treat notification infrastructure just like code — review, branch, merge, and release with the same version control workflows you already use. Built for developers Code reviews for notifications — keep your notification infrastructure in Git, track changes, and roll back when needed. Approval gates for production — ensure no change goes live without review and approval. Work with assets locally — create, edit, and test workflows, schemas, and translation files on your machine. Version control & rollback — maintain change log and safely revert changes when required. This is a beta release — we’re actively gathering feedback and making improvements. So, feel free to report an issue and contribute to the project. 📘 Check out the CLI documentation to get started. 29 September 2025 🤖 SuprSend MCP Server (Beta) — AI-Powered Notification Management Your AI agents, copilots, and LLM tools can now directly interact with SuprSend through natural language, making notification management as simple as having a conversation. What You Can Do with SuprSend MCP Everyday workflows with AI: Trigger workflows on demand “Run the approval-required workflow for user John Doe to test my setup.” Bootstrap test data “Create a sample user named John Doe and a tenant called acme-corp in my workspace.” Manage preferences “Enable email notifications for marketing and disable SMS.” Configure branding “Update the logo and primary color for the enterprise tenant.” Vibe-code with AI: Ask AI to fetch setup guides, code examples, or integration snippets directly from SuprSend docs and apply it in your application code. Expose safe, scoped endpoints (via MCP) that wrap APIs with context, reducing guesswork and hallucinations. Integrate with LLM-based assistants (Claude, Copilot, Cursor, Windsurf, etc.) to simplify notification setup with SuprSend. Compatible AI Tools Works with Claude, Cursor, Windsurf, and any MCP-compatible AI agent. Notes & Caveats (Beta) - APIs, behavior, or scopes may change based on feedback. We restrict destructive operations (e.g. deletes) initially to reduce risk. We welcome your feedback — report issues and share feedback to help us harden MCP for production. Getting Started Start the MCP server and configure it with your AI tool. See our MCP setup guide for detailed instructions. 12 September 2025 Send Notifications Only to Verified Channels in Sandbox Sandbox workspaces come pre-configured with SuprSend vendors for quick testing. However, we noticed some cases of misuse where test messages were being sent to unintended recipients. To prevent accidental spam and keep Sandbox safe, notifications can now only be sent to verified channels . You can set upto 5 verified channels for each channel type. Reach out to us if you need more. You can add and manage your verified channels from developers -> Verified Channels page . 12 September 2025 Test Mode: Test Notifications safely without sending to real users Testing notifications shouldn’t mean worrying about accidentally pinging your customers. In most companies, teams end up redirecting notifications to shared inboxes like [email protected] or [email protected] just to avoid delivery to real users—while still being able to debug the full notification flow. With Test Mode , you can now replicate this real-world testing flow directly in our platform: Test end-to-end notification flow : Add channels belonging to internal testers as test channels. In test mode, notifications to these channels are delivered normally—so you can preview messages on real devices. Set Up Test Channels : You can add channels belonging to your internal testers as test channels. Delivery will not be blocked for test channels in test mode. This helps you see preview of the notification in your real device. Catch-All Routing : Redirect all non-test notifications to a common channel (e.g., a QA inbox), making it easy to trace and debug every message in one place. This ensures you can confidently test notification workflows in an environment that mirrors production—without the risk of real users getting test messages. 30 August 2025 Validate workflow trigger Payload using JSON Schema We’ve introduced API-level JSON Schema validation for workflow trigger payloads. This catches payload mismatches before execution, preventing runtime failures and ensuring consistent, correct notifications. Why it matters When you trigger a workflow, you pass data (payload) that is used to resolve workflow variables and populate dynamic content in templates. Currently, If the payload does not include all the variables expected in the workflow, the execution may fail at different stages. With this change, Validation will happen at API level and there’ll be: Fewer runtime failures : Stop workflows from starting with missing or malformed data. Faster debugging : Get a clear, structured error list at request time—no more hunting through multi-step logs. More reliable messaging : Prevent partial runs, inconsistent behavior, and incorrect or incomplete notifications. How it works You can add JSON schema from Schema page and then link it to the workflow Trigger step or trigger Event from events page . When you trigger a workflow, the payload is validated against a JSON Schema that describes the expected data used to resolve variables and populate dynamic content. If the payload doesn’t match the schema, the Trigger API returns error response with a list of validation errors (e.g., path, expected type, missing fields). If validation passes, the workflow proceeds as usual. Fixes and Improvements: Workflow slug validation at the API layer: If a referenced workflow slug isn’t available, the error is now returned directly in the API response (in addition to request logs) for faster debugging. This validation will only apply to new workflows created after this change. If you want to apply it all your existing workflows, reach out to SuprSend support. 23 August 2025 Tenancy social links update Added support for TikTok in tenant social_links . Twitter renamed to x in descriptions and examples (field name remains compatible as per API changes). Updated social link icons for better visual consistency. 19 August 2025 Message logs revamp Redesigned UI for seamless tracking of notification lifecycles. Quickly view delivery status, opens, clicks, and errors across all channels in a single log view. Entity-level visibility : Drill down into logs by workflow, user, object, or list to understand exactly what happened in context. Advanced filtering : Filter logs by status, workflow, template, channel, category, or time range to debug faster. Consistent date range filter across all log pages, making it easier to trace the journey of a notification from request → workflow → final message delivery and it’s interaction state. Fixes and Improvements react-sdk (v0.3.0) - Introduced a custom infinite-scroll component with robust Shadow DOM compatibility. web-components (v0.3.0) - Enhanced Shadow DOM rendering support to ensure component isolation and consistent styling. 16 August 2025 Analytics 2.0 - faster, real-time, with one click filters to drill down into insights Real-time insights → Trends update as messages go out. Track performance across channels and spot dips in engagement instantly. Workflow-level comparisons → Compare workflows, templates, channels, and categories side by side to spot under performers and validate experiments. Know when your users opt-out → See which channels/categories drive opt-outs so you can adjust before churn sets in. Over-messaging trends → Track avg notifications per user, find patterns by category, and identify fatigue triggers to keep communications helpful—not noisy. Granular filtering → Multi-select filters for workflow, tenant, template, channel, category, time range Centralized error tracking → All API, workflow, and provider delivery errors in one place. Filter by tenant/workflow/template/channel, open the exact log, and debug in seconds. 23 July 2025 Sendgrid IP Pool support Enabled creation and management of SendGrid IP Pools, allowing granular control over email delivery, IP reputation, and segmentation of email traffic base on notification category. Fixes and Improvements Added support to send slack messages using broadcast. 11 July 2025 Workflow Management APIs Released comprehensive Management APIs to programmatically create, update, and commit workflows. Supports dynamic workflow orchestration — from your platform or third-party systems — to automate creation and modification of workflows from your codebase. You can checkout the documentation here . 4 July 2025 Proxy support in Java SDK Java SDK can now route outbound requests through HTTP/S proxies, enabling deployments behind corporate firewalls and network controls. 16 June 2025 iOS Native SDK Revamp with JWT based authentication & Preferences support The new iOS SDK now has our latest JWT authentication. You can use it to: JWT-based auth for secure event ingestion, profile updates and push token management. Support to add In-app Preferences Center in mobile apps with UI and example code available for quick setup. Fixes and Improvements Flutter sdk released (v2.5.0) - Fixed an Android push client issue and added silent push support for background updates. 22 May 2025 Role based auth in AWS SNS In line with our ongoing efforts to enhance platform security, we’ve also enabled IAM Role- based auth in AWS SNS vendor. Previously, authentication required creating an IAM User and sharing long-term access keys. With IAM Role-based auth , you can grant temporary, scoped access without exposing sensitive credentials. 13 May 2025 New SMS Vendor: Bird We’ve added support for sending SMS using the new Bird APIs. The setup is straightforward with a simple vendor form to fill to get started, and full integration details are available here. 30 Apr 2025 SuprSend tracked Properties Now Available in Recipients Payload Recipient payloads now include key internal properties—like user type and their unique identifier—making them readily accessible for use in templates and workflows. → For users: {“$type”: “user”, “distinct_id”: “xxxx”} → For objects: {“$type”: “object”, “object_type”: “xxx”, “id”: “xxx”}" Use these properties to pre-fill form values, add conditional branching based on user type, or Create dynamic links using unique user IDs 23 Apr 2025 Workflow Conditions - Array Comparison Operators Now, find an element in array or find intersections between two arrays in workflow conditions. Example Use cases: Send a notification to users whose role is one of ["admin","manager"] Notify tournament followers who have subscribed to any of the playing teams or players. 15 Apr 2025 Introducing Preference Tags Filter notification categories shown to users based on tags like role, team, or department—so Finance sees billing alerts, and Engineers see only error and anomaly categories. You can assign multiple tags to each preference category or section, and define complex logical expressions (e.g. role == “manager” && department in [“sales”, “marketing”]) to dynamically show relevant preference categories per user. Great for building clean, personalized preference centers without bloating the UI. 7 Apr 2025 Documentation Revamp–Cleaner, Smarter, More Interactive We’ve overhauled our documentation experience to make it more consistent, intelligent, and user-friendly: Brand-Aligned UI : The docs now match the look and feel of the SuprSend platform. AI-Powered Search : Get smarter, faster answers with AI-supported search. You can also open documentation directly in ChatGPT or Claude for conversational, AI-driven assistance. Improved Readability : Upgraded UI components provide a cleaner layout and better readability, helping you navigate and understand complex topics more easily. Interactive API Reference : Try out API requests directly from the docs and view live responses in real-time—no need to switch tools. This revamp is part of our ongoing effort to make implementation faster, smoother, and more intuitive for developers. 27 Mar 2025 Cross Lookup User Subscriptions Easily view all of a user’s subscriptions—whether to lists or objects —in one place. The Subscriptions tab on the user details page now provides a centralized view for easier access to user subscriptions. Fixes in workflows UI Resolved an issue where newly published workflow versions wouldn’t appear without a page refresh (introduced after version history was added). Fixed a bug in the test trigger modal where object suggestions incorrectly appeared when switching from API to event trigger. Removed the success metric from delivery nodes where it’s not relevant (except for Smart Delivery Nodes). 20 Mar 2025 Workflow Trigger Overrides Event-Based triggers now support overriding the actor, recipient, tenant, and object—directly within the workflow. This removes the need to resolve recipients in your code, allowing you to pass internal events as-is and dynamically resolve users and related context per workflow. Perfect for use cases like sending a daily digest to tenant admins or notifying internal account managers at a parent company—all from the same event trigger. 15 Mar 2025 Clone content across template versions and languages Editing multi-lingual templates or doing A/B with different template content? Now, rollback to a version or copy designs between different languages by cloning within template. Fixes and Improvements iOS Integration - Fixed the bitcode issue in xcode16 6 Mar 2025 Role based auth in AWS SES and S3 connector In line with our ongoing efforts to enhance platform security, we’ve now enabled IAM Role- based auth in AWS connectors. Previously, authentication required creating an IAM User and sharing long-term access keys. With IAM Role-based auth , you can grant temporary, scoped access without exposing sensitive credentials. Fixes and Improvements Added API name filter in request logs. This will help you drill down logs based on event and workflow name. 27 Feb 2025 In-App Inbox: French translation support The Inbox UI now supports automatic French translation! Just pass language="fr" when initializing the Inbox, and all static content will render in French—no extra setup needed. Available in @suprsend/web-inbox ≥ v0.6.0. More languages coming soon Fixes and Improvements Released suprsend-py-sdk==0.13.0 with latest user and object management APIs. Fixed Email issue where tenant button was not showing cursor clickable on hover. 20 Feb 2025 In-App: Fetch cross tenant feed We’ve recently been hearing multi-tenant use cases where a user belong to multiple tenants and would want to see Inbox feed for all tenants in a single product. e.g., an account manager is handling multiple client accounts and need to see updates or daily reports linked to all their accounts in a single feed. You can now achieve this by passing tenantId = * while initializing the Inbox. SuprSendInbox Copy Ask AI interface ISuprSendInbox { workspaceKey : string distinctId : string | null subscriberId : string | null tenantId ?: "*" ... } 15 Feb 2025 Workflow - Step-by-Step Analytics You can now track consolidated view of users’ workflow journey at each workflow step directly in the workflow graph. Track user entry, exit, drop-offs, branch followed, and node failures. You can also see workflow edit history and compare analytics across different workflow versions and time range. Next up: Deeper analysis into each workflow step - notification engagement (deliver, seen, click), failures, and AI-powered insights. Improvements: Added data centre field in account settings to check where your data centre region. 12 Feb 2025 Batch - Flush First Item Immediately We’ve introduced a new setting in batch processing: Flush First Item in Batch . Previously, batches were only sent once the batch window closed. Now, this setting allows the first trigger to flow past the batch immediately while subsequent triggers are batched within the specified time window. This helps you to build leading debounce logic in workflows, where users are notified immediately about critical updates like anomaly alerts, while other alerts are batched and sent at regular intervals until the issue is resolved. You can find this option in batch -> advanced configuration . 07 Feb 2025 Workflow - Relative Delay and Batch window Added the ability to set relative delays and batch windows in workflows. Previously, delays were fixed or dynamic, with the time difference always being based on the current time. With this update, you can now define delays relative to a future timestamp, often provided by your trigger payload. For instance, send a reminder 30 minutes after a task’s due time or send feedback 5 minutes after an event or webinar. Fixes and Improvements: In Inbox drop-in popover component, we fixed scroll bar causing empty padding UI issue in macOS when Show Scroll bars: Always is enabled. In Inbox drop-in popover component, action menu popup of last notification item was getting cropped. We have fixed this issue. In Inbox drop-in popover component, in mobile view actions menu icon (3 dots icon) only appears on touching notification. After the bug fix, the actions menu icon will appear on all notifications in mobile view by default, removing extra touch interaction. 31 Jan 2025 Nested Objects - Choose the fan out depth Previously, when triggering workflows in nested object hierarchies (where one object subscribes to another), notifications would automatically fan out up to two levels—sending notification to object, its direct subscribers, and child object subscribers. Now, you have full control over how deep the fan-out should go. You can now set the depth in the recipient payload, defining how far the workflow should propagate to fetch subscriptions. 🔹 Depth 0 → Notify only the object’s channels (e.g., Slack team, shared inbox). 🔹 Depth 1 → Notify the object’s channels + direct subscribers. 🔹 Depth N → Expand deeper into hierarchical subscriptions as needed. Copy Ask AI "recipients" : [ { "object_type" : "teams" , "id" : "finance" , //optional parameter to define subscription fan-out depth in workflows "$object_subscriptions_query" : { "depth" : 0 } } ] You can use this to build Escalation Workflows or Tiered Customer Support Notifications , send notification to a shared slack channel or customer support queue first and then escalate to individual users in case of no response in a given time duration. Fixes and Improvements: [SDK] Object methods and User APIs to fetch user and their subscription exposed in Java SDK Added support to trigger multi-lingual templates in broadcast 29 Jan 2025 New handlebars helpers - jsonParse and jsonPath We’ve added handlebars helpers to seamlessly handle JSON strings in the template editor: jsonParse - Converts a JSON string into an object, making it easier to apply conditions or use JSON strings in merge tags. jsonPath - Fetch data corresponding to a path within a JSON object. Works well with jsonParse to directly access nested data in JSON string without block helpers. Fixes and Improvements: Opened up merge tag input to support handlebars helper in email merge tags . Added support for handlebars helper in display condition . 27 Jan 2025 List entry/exit events in trigger You can now trigger a workflow when a user enters or leaves a list. Use this in the Wait Until node to stop reminders or dynamically route users in a workflow on list updates. Earlier, you could achieve the same by enabling event tracking on list updates. Now, you can simply add this logic in workflow without making any changes in list. This will help you build workflows on user lists like, send series of activation notifications to users who didn’t interact with the product in last 30 days and stop sending when they become active again. Fixes and Improvements: [SDK] We have exposed object management methods in Node SDK 20 Jan 2025 Inbox 2.0 - better authentication, In-App feed component and seen interaction Happy to announce a major update in our Inbox SDK. Now, you can directly export and embed In-App feed component and seamlessly create Full screen or Side sheet Inbox experience. What’s New? ✅ Enhanced Security : We’ve replaced HMAC authentication with stateless JWT authentication for better security. ✅ Drop-in components : You can now quickly build an inbox, including full screen and side sheet feeds, by directly importing UI inbox components that are available in our SDK. ✅ Bring your own toast : If you plan to use toast notifications, you have full flexibility to choose any toast library you prefer, allowing you to fully customize the notification experience. These updates offer greater flexibility, security, and customization—giving you full control over your in-app notification experience. If you are on the older SDK version, we recommend you to move on the new version as all future developments will be done on the new SDK. 15 Jan 2025 Interaction Observer: Seen Tracking in Inbox We’re excited to introduce Interaction Observer support in the Inbox, enabling smarter tracking of notification seen state. Now, notifications will be automatically marked as “seen” when they come in user’s scroll view. 10 Jan 2025 Enhanced Broadcast Observability We’ve done a major revamp to our Broadcast logging and monitoring, designed to give you greater control and transparency over your broadcast executions. Here’s what’s new: Real-time Execution Tracking : Monitor broadcast operations as they happen, ensuring you stay informed every step of the way. Step-by-Step Debugging : View detailed execution logs for each step of your broadcast, helping you pinpoint errors and resolve issues faster. Advanced Filters : Quickly locate specific broadcasts with filters for tenant, list ID, broadcast slug, idempotency-key, and status. Easily identify and analyze failure logs. Detailed Broadcast Summaries : Access a comprehensive summary of each broadcast run directly from the listing page, similar to workflow execution logs. 5 Jan 2025 Athena database connector We’ve added Athena to our list of database connectors, enabling you to sync and create dynamic user lists directly from your S3 database. Since Athena can be set up on top of S3, it’s an excellent way to consolidate data from multiple sources and run queries on the unified dataset without the need for complex ETL pipelines. 27 Nov 2024 New workflow node: Invoke Workflow With this update, you can invoke a workflow from within another workflow. This is useful when the recipient list or data context changes between steps in a workflow. A common use case is escalation workflows —e.g., if a team member doesn’t take action within a set time frame, the workflow escalates the issue and notifies their manager. This simplifies complex workflows and supports smooth transitions between related processes, enabling more efficient automation management. 25 Nov 2024 New workflow node: Update User Profile You can now update recipient or actor profiles directly within a workflow. This feature simplifies user profile management by enabling real-time updates as part of the workflow process. If your have event-based system, where user profile changes are coming as events from your product or a third-party system, you don’t need to convert it into user update APIs in your codebase. Simply send events to SuprSend, and let workflows handle user profile updates seamlessly. Key use cases Event-based user profile updates : Simply send events to SuprSend when user updates their profile in your product or when you are setting custom profile attributes as a side-effect of related action, e.g., in a job board, change user’s application status when employer shortlists the profile. Update user profile based on a workflow step : Common use cases include fetching data during the workflow to update the user profile or updating the profile when a user successfully completes a step. For instance, while the onboarding process, update %completion in user profile when they complete a step. 20 Nov 2024 Update Object subscriptions within workflow You can now dynamically update object subscriptions directly within a workflow. This enhancement eliminates the need for separate API calls for object update, allowing you to manage everything seamlessly within workflows. If you have event-based systems where all asset updates are coming in form of event from your product or third-party systems, you don’t have to consume those events internally and write custom APIs to update individual assets (user, list, object) in SuprSend. Simply send events and let the workflow handle object subscriptions and user profile updates, making SuprSend truly a single API integration. Example use case When someone subscribes to a topic (like a tournament), add them as a subscriber to the corresponding tournament object. Later, just trigger tournament related events to SuprSend and the object will automatically fan out and send notification to all users subscribed to the topic. 17 Nov 2024 New workflow node: Add / Remove user in list You can now dynamically update list users as part of workflow execution. This is a step toward creating user segments based on events or workflow progression, removing the need to call the List Update API separately. Key use cases Event-based segmentation : When an event occurs, trigger notification to the user and simultaneously add them to a list for future updates. e.g., when a user registers for an upcoming event or webinar, you can send them confirmation email and add them to a list to later send further updates related to the event. Workflow Step-based segmentation : Another use case is dynamically adding or removing a user from the list when they complete a workflow step. e.g., in a knowledge series designed to onboard new users, remove a user from the POC list once they complete onboarding steps. 15 Nov 2024 Deletion APIs On customer request, added APIs to dynamically delete entities in SuprSend. Following deletion APIs are added: Delete user profile Delete list Delete tenant/brand Delete Object and Remove object subscription These actions are also available on the dashboard for manual management. Delete function just deletes the asset and their related data, including preferences. It doesn’t have any effect on the historical workflows or broadcasts already executed. While calling the delete function, ensure no active workflows are running for the asset, else the execution will fail. 14 Nov 2024 User Merge API: Merge duplicate users into one Happy to announce user merge API to merge duplicate user identities into a single distinct_id . This is helpful to consolidate user profiles, especially when users interact across different products or transition from anonymous to identified states. Key Use Cases Cross-Product Identity Consolidation : When users interact across multiple products (e.g., different apps or services within your platform), they may have different identifiers for each product which needs to be merged later. Anonymous to Identified Transition : Platforms often track user actions anonymously before sign-up or login. During this period, user actions are typically tracked under an anonymous ID. Upon sign-up, merge the anonymous profile into the newly created identifier to preserve historical data and Associate it with the identified user profile. 11 Nov 2024 User Management APIs Being developer first, we have made significant updates and enhancements to the User APIs for easier user management in SuprSend. Also, subscriber is renamed to users in all APIs to avoid confusion with object subscription. Here’s a list of all the changes: Introduced new APIs to fetch user profile , list users and delete user . User update API endpoint has been changed from /event to /user/{{distinct_id}} . There are 2 separate APIs to create(upsert) and edit user profile. Any addition or changes in existing user properties can be done using user upsert API . For deletion of property or channel, user edit API can be used. This is done to keep user upsert API structure flat and simple, consistent to how you identify user in workflow trigger. Subscriber is renamed to user in all APIs, including user preference APIs. 7 Nov 2024 Objects: Design scalable group notifications We’re excited to introduce a powerful new capability in SuprSend: Objects . Objects allow you to manage complex user relationship and notify user groups without identifying individual recipients in your trigger. Ideal for building scalable pub/sub and subscription alerting without having to maintain event to subscriber mapping in your database. You can directly map object-user subscription mapping in SuprSend and SuprSend can efficiently fan-out notifications to thousands of users simultaneously. What You Can Do with Objects: Send notifications to non-user entities like group emails, Slack channels, or shared inboxes (e.g. a Notion feed). Ideal for SaaS applications sending account-level alerts (e.g. anomaly notifications) to shared channels. Objects can have it’s own channels and preferences to handle this use case. Group users by topic or subscription and send them alerts without having to call individual recipients in the trigger . A good example could be SaaS applications managing notifications for end-users, where recipient relationships are coming from a different system, and notification triggers or notification calls are coming from a different system which doesn’t have information of the users subscribed to that trigger. Maintain hierarchical user relationship with nested object subscription . e.g., sending announcements to all the entire team of customer while sending invoice related alerts to finance team. You can handle this by creating object for finance team and then adding it as subscriber to customer object. Objects can be easily tested from platform with all object related actions available on SuprSend console. You can programmatically manage objects from your codebase using rest API calls . Support for SDKs coming soon… If there’s any use case in object that you think is missing and needs to be solved, please reach out to our support . 3 Nov 2024 Datetime comparators in workflow conditions You can now compare datetime fields in workflow conditions . This lets you compare two timestamps where values can be: Variable : computed from workflow input data Static : a fixed timestamp (e.g. 2024-01-01T00:00:00Z ) Relative to current timestamp : e.g. “ now ” or “ now+30d ” (current timestamp +/- interval). Current timestamp is calculated at node runtime and is timezone aware. 30 Oct 2024 Send node execution log - UI revamp The UI for multi-channel and smart routing nodes has been revamped to clearly display how the final list of channels is determined. Now, you get clear visibility into how requested channels in the trigger, override channels, and user and tenant preferences are factored together to compute the final channel list. 29 Oct 2024 Audit Logs To enhance security and transparency, we’ve introduced Audit Trail to help you monitor and track actions happening on your SuprSend console. You can use this to keep track of unwanted or malicious actions in your account. This initial release logs critical account actions along with location and actor details (team member performing the action). You can also filter by team member (actor), specific action or timestamp. Audit logs are available for enterprise users and have customizable retention period. You can find it in account settings. 22 Oct 2024 Support for customizing header component in Inbox Added support for customizing the header component in inbox SDKs. @suprsend/react-inbox You can now add a custom component to the right side of the header in the inbox popup. This replaces the “Mark all as read” text with any JSX you provide. You can even include custom icons, such as settings or preferences, in your JSX and use them to navigate users to specific pages. For an example, refer here . @suprsend/web-inbox In web-inbox , you can add an extra icon beside the “Mark all as read” button at the top of the inbox popup using headerIconUrl . You can also execute custom logic when this icon is clicked using headerIconClickHandler . This feature is useful for cases like displaying settings or preferences icons, which, when clicked, take users to the respective settings or preferences pages. For more information, refer to the documentation. 16 Oct 2024 Sample Workflow Library With the growing number of workflow nodes, we understand that designing the optimal workflow logic can be tricky. That’s why we’ve built out a library of the most-requested, complex workflow samples to make things easier. Now, when you create a new workflow, you can pick from these pre-built samples right within the platform. We’ll continue adding more samples over time—if you have specific use cases, feel free to share them with us at [email protected] , and we’ll add them in the library! 21 Sep 2024 Deprecated Legacy androidpush methods As part of our ongoing efforts to maintain a robust and up-to-date platform, we’ve made the following deprecations: 1. Legacy FCM API Support Due to Google’s shutdown of the legacy Firebase Cloud Messaging (FCM) API, we have removed support for this feature. We strongly recommend migrating to the V1 version of the API that we currently support. For more information, please refer to: Firebase Cloud Messaging Migration Guide 2. Xiaomi Push Service Following Xiaomi’s discontinuation of their push service outside mainland China, we have removed support for this feature. For more information, please visit: Xiaomi Developer Documentation We appreciate your understanding and cooperation as we continue to improve our services. If you have any questions or concerns about these changes, please don’t hesitate to contact our support team. 17 Sep 2024 Subscriber Page Revamp We have revamped subscriber listing page to include relevant information upfront and also, added advanced filtering options on email, phone, active channels, channel count for an entity, and more. All filters are powered by auto-complete search and selectable options, providing you easy access to available filtering options. 14 Sep 2024 Typeahead autocomplete suggestions for subscribers We’re excited to announce a major update to the platform experience with autocomplete in all subscriber search fields. Whether you’re in logs, on the subscriber page, or within testing flows, you can now receive suggestions for existing users without needing to type the full keyword. Autocomplete suggestions are available for distinct_id , email , and phone fields in subscriber profiles. 11 Sep 2024 Inbox - React SDK v3.4.0 This update introduces improvements to action button functionality, enhancing the flexibility and customization options for developers. New Features: Custom Click Handlers: Action buttons now support custom click handlers, allowing developers to execute custom logic when a button is clicked. This update significantly expands the capabilities of action buttons in the Inbox React SDK, providing developers with more tools to create rich, interactive inbox experiences. 8 Sep 2024 Slack Text editor We are happy to announce the support of text editor in slack. So, now you won’t have to write complicated JSONNET template for simple text messages. The text editor supports emoji and use handlebars as the templating language. 6 Sep 2024 Web SDK v2.0 We are excited to announce a major update to our @suprsend/web-sdk . This new version brings significant improvements in security, performance, and developer experience. Major Changes Enhanced Authentication System Replaced workspace key-secret method with public API Key and Signed User JWT token Improved security and access control Synchronous Method Calls All methods now return API call status synchronously Enables better error handling and flow control in applications Improved Code Consistency and Developer Experience Renamed library methods and parameters from snake_case to camelCase Added proper IDE suggestions and method descriptions for easier development Breaking Changes Due to the significant improvements, this version introduces breaking changes. Users upgrading from v1.x should review the migration guide carefully. Documentation For a comprehensive list of changes and migration instructions, please refer to our detailed migration guide For users who need to reference the previous version, v1 documentation is still accessible here Feedback We value your feedback and encourage you to try out the new version. If you encounter any issues or have suggestions for improvement, please don’t hesitate to reach out to our support team. Thank you for your continued support and trust in SuprSend! 4 Sep 2024 View and fetch list users We’ve added a List Users tab to the lists page, giving you direct access to view all users in a list. Being API first, the same functionality is also exposed to API. Refer this GET list users API , or checkout: postman collection . API Details: The API returns 20 users per response. You can retrieve additional users by using cursor-based pagination (before and after cursors). 3 Sep 2024 Better delivery tracking in iOS We are excited to announce significant improvements in our latest update, focusing on enhancing delivery tracking for iOS Push notifications. Regardless of the application’s state, you will now experience more reliable and precise delivery tracking. We have rolled out updates for all our major SDKs. To take full advantage of these improvements, please ensure that you update your dependencies promptly. iOS SDK - v1.0.3 React Native SDK - v2.4.0 Flutter SDK - v2.2.0 2 Sep 2024 Web SDK v1.5.1 We have resolved an issue where the SDK would unexpectedly generate an error message whenever the event payload contained specific emojis. This fix ensures that event processing is now stable and reliable, even when such emojis are present. More details here 30 Aug 2024 Improvement in Workflow Listing page Developer testing workflows are now excluded from the Workflow List Page and search results, ensuring a cleaner and more organized workflow listing. These workflows will still be accessible through logs. Enhanced observability of Tenant APIs by displaying request logs on the logs page. This improvement provides better visibility and monitoring of API interactions. 27 Aug 2024 Wait Until - Add Condition on Event Property We’re excited to announce a powerful update to our Wait Until feature! You can now add multiple events and apply conditions on event properties within the Wait Until branch, allowing for more precise event filtering and targeting of the exact event required in your workflow. This is especially useful for scenarios where the same event triggers multiple workflows, and you want to exit or cancel a notification based on user actions. For instance, in a booking reminder workflow, if a user has multiple bookings, you can now match the booking ID of a cancellation event with the original event to ensure correct reminder gets canceled. Key Changes: Add conditions on event properties using a simple key-operator-value expression (e.g. booking_id = 123 ). Add condition on multiple event properties using AND , OR . Apply conditions across multiple events (e.g. avoid sending a notification if a user completes an action or achieves a specific milestone). Refer documentation for details on how to implement wait until node in your workflow. 26 Aug 2024 Enhanced branching capabilities We are excited to announce significant improvements to our branching capabilities . With the addition of more data types, you can now set precise conditions on various inputs within your branches, such as actor, recipient, and tenant properties. This enhancement allows you to tailor your workflows more effectively, ensuring that each journey is as personalized and efficient as possible. If you haven’t yet explored our branching feature, now is a great time to do so. It offers a robust way to construct multi-step journeys within a single workflow. Here are some example use cases where you could use branch: A/B test notification content by splitting cohorts based on user properties like region. Customize digest schedules (immediate, daily, weekly) using key in your trigger data or recipient’s preference. For support ticket requests, adjust who gets alerts, when to send them (immediately or batched), and which channels to use based on the issue’s priority. Define different next steps in an onboarding checklist depending on a user’s completion percentage. Here, you can also fetch completion% just before sending the next reminder. 23 Aug 2024 New SMS Integration: Pinnacle On customer demand, we are live with latest vendor Integration with Pinnacle for SMS. Check out vendor integration documentation for setup details. 20 Aug 2024 List Details Page Key Improvements: New List Details Page: Access all essential information (logs, broadcast runs, list users) and actions for a list (run broadcast, update user) in a single view, making list management much simpler. “Sync Now” button on query page: This will enable you to manually sync list users when required. Coming Soon: List Users Tab and API: We’ll soon be adding a tab to see all list users. The same functionality will also be exposed to hub APIs to | 2026-01-13T08:48:10 |
https://dev.to/askrishnapravin/for-loop-vs-map-for-making-multiple-api-calls-3lhd#the-reason | for loop vs .map() for making multiple API calls - DEV Community Forem Feed Follow new Subforems to improve your feed DEV Community Follow A space to discuss and keep up software development and manage your software career Future Follow News and discussion of science and technology such as AI, VR, cryptocurrency, quantum computing, and more. Open Forem Follow A general discussion space for the Forem community. If it doesn't have a home elsewhere, it belongs here Gamers Forem Follow An inclusive community for gaming enthusiasts Music Forem Follow From composing and gigging to gear, hot music takes, and everything in between. Vibe Coding Forem Follow Discussing AI software development, and showing off what we're building. Popcorn Movies and TV Follow Movie and TV enthusiasm, criticism and everything in-between. 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Report Abuse Krishna Pravin Posted on May 14, 2020 • Edited on May 29, 2020 for loop vs .map() for making multiple API calls # javascript # api # async Promise / async-await is used for making API calls. const response = await fetch ( `https://jsonplaceholder.typicode.com/todos/1` ) const todo = await response . json () console . log ( todo ) Enter fullscreen mode Exit fullscreen mode Assuming I have a list of ids of todo items and I want the title of all them then I shall use the below snippet inside an async function const todoIdList = [ 1 , 2 , 3 , 4 ] for ( const id of todoIdList ) { const response = await fetch ( `https://jsonplaceholder.typicode.com/todos/ ${ id } ` ) const todo = await response . json () console . log ( todo . title ) } Enter fullscreen mode Exit fullscreen mode This same can be written with any of these for , for...in , for...of loops. Assuming each API request arbitrarily takes 100ms exactly, the total time taken for getting the details of four todo items will have to be greater than 400ms if we use any of the above-mentioned loops. This execution time can be drastically reduced by using .map() . const todoIdList = [ 1 , 2 , 3 , 4 ] await Promise . all ( todoIdList . map ( async ( id ) => { const response = await fetch ( `https://jsonplaceholder.typicode.com/todos/ ${ id } ` ) const todo = await response . json () console . log ( todo . title ) }) ) Enter fullscreen mode Exit fullscreen mode Adding timers const todoIdList = [ 1 , 2 , 3 , 4 ] console . time ( ' for {} ' ); for ( const id of todoIdList ) { const response = await fetch ( `https://jsonplaceholder.typicode.com/todos/ ${ id } ` ) const todo = await response . json () console . log ( todo . title ) } console . timeEnd ( ' for {} ' ); console . time ( ' .map() ' ); await Promise . all ( todoIdList . map ( async ( id ) => { const response = await fetch ( `https://jsonplaceholder.typicode.com/todos/ ${ id } ` ) const todo = await response . json () console . log ( todo . title ) }) ) console . timeEnd ( ' .map() ' ); Enter fullscreen mode Exit fullscreen mode The Reason for loop for loop goes to the next iteration only after the whole block's execution is completed. In the above scenario only after both the promises(await) gets resolved , for loop moves to the next iteration and makes the API call for the next todo item. .map() .map() moves on to the next item as soon as a promise is returned . It does not wait until the promise is resolved. In the above scenario, .map() does not wait until the response for todo items comes from the server. It makes all the API calls one by one and for each API call it makes, a respective promise is returned. Promise.all waits until all of these promises are resolved. async/await is syntactic sugar for Promises It will be more clear if the same code is written without async/await const todoIdList = [ 1 , 2 , 3 , 4 ] console . time ( ' .map() ' ) Promise . all ( todoIdList . map ( id => { return new Promise (( resolve ) => { fetch ( `https://jsonplaceholder.typicode.com/todos/ ${ id } ` ) . then ( response => { return new Promise (() => { response . json () . then ( todo => { console . log ( todo . title ) resolve () }) }) }) }) }) ) . then (() => { console . timeEnd ( ' .map() ' ); }) Enter fullscreen mode Exit fullscreen mode It is not possible to mimic the respective code for for loop by replacing async/await with Promises because, the control which triggers the next iteration will have to written within the .then() block. This piece of code will have to be created within the JS engine. All the snippets are working code, you can try it directly in the browser console. Note: snippets need to be enclosed within an async function except for the last one use Axios or any other suitable library if fetch is not available. Let me know if there is an even better and easy/short way of making API calls. Also, do not forget to mention any mistakes I've made or tips, suggestions to improve this content. Top comments (6) Subscribe Personal Trusted User Create template Templates let you quickly answer FAQs or store snippets for re-use. Submit Preview Dismiss Collapse Expand Quinn Quinn Quinn Follow Joined Jun 28, 2021 • Jun 28 '21 Dropdown menu Copy link Hide Not really a fair comparison. Map is creating a new array of promises then asynchronously executing them. To do this with a for loop you would do something like this: const todoIdList = [1, 2, 3, 4] const promiseList = [] for (const id of todoIdList) { const response = fetch( https://jsonplaceholder.typicode.com/todos/${id} ) promiseList.push(response.json()) } const responses = Promise.all(promiseList) Like comment: Like comment: 5 likes Like Comment button Reply Collapse Expand Krishna Pravin Krishna Pravin Krishna Pravin Follow Location Bangalore, India Education B. Tech IT Work Software Engineer - Full Stack at Gyanmatrix Technologies Joined Jun 10, 2019 • Jul 26 '21 Dropdown menu Copy link Hide This approach looks good. Pushing the promises into an array within for loop will achieve concurrency. But when we have a need for more than one await inside the block, it will not work. In the above code, response.json() won't work because response is a promise, it won't have json() method. Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand Yogendra Yogendra Yogendra Follow Location Bengaluru, India Work Web Developer at LayerIV Joined Sep 25, 2020 • Jan 31 '21 Dropdown menu Copy link Hide This is quite great. But, could you tell me what is the optimum way to resolve multiple promises and get their statuses, as Promise.all() fails as soon as any of the Promise rejects? I heard of Promise.allSettled() but is only available in recent versions of ES. Thanks!! Like comment: Like comment: 2 likes Like Comment button Reply Collapse Expand Krishna Pravin Krishna Pravin Krishna Pravin Follow Location Bangalore, India Education B. Tech IT Work Software Engineer - Full Stack at Gyanmatrix Technologies Joined Jun 10, 2019 • Feb 9 '21 Dropdown menu Copy link Hide Shim: npmjs.com/package/promise.allsettled Polyfill: logic24by7.com/promise-allsettled-... Like comment: Like comment: Like Comment button Reply Collapse Expand Rajesh Moka Rajesh Moka Rajesh Moka Follow I am a front end developer. I like building stuff with react. Location India Work Front End Developer at Tata Consultancy Services Joined May 27, 2020 • Jan 20 '21 Dropdown menu Copy link Hide This is a great article. I had trouble understanding the last example without async await but with promises. I knew promise.all takes promises array as an argument, but why did we write promise in each fetch call? Can u explain a little Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand Krishna Pravin Krishna Pravin Krishna Pravin Follow Location Bangalore, India Education B. Tech IT Work Software Engineer - Full Stack at Gyanmatrix Technologies Joined Jun 10, 2019 • Jan 29 '21 Dropdown menu Copy link Hide The last example(using promise) is the same as the previous one(using await). We have a promise inside fetch because parsing response as json response.json() returns a promise. For each API call, Promise.all() will first wait for the API call's response to arrive, and then it will wait for the json parsing to complete. When Promise.all takes an array of promises, it will wait for all the inner promises as well to get resolved. Like comment: Like comment: 1 like Like Comment button Reply Code of Conduct • Report abuse Are you sure you want to hide this comment? It will become hidden in your post, but will still be visible via the comment's permalink . Hide child comments as well Confirm For further actions, you may consider blocking this person and/or reporting abuse Krishna Pravin Follow Location Bangalore, India Education B. Tech IT Work Software Engineer - Full Stack at Gyanmatrix Technologies Joined Jun 10, 2019 Trending on DEV Community Hot Top 7 Featured DEV Posts of the Week # top7 # discuss Stop Overengineering: How to Write Clean Code That Actually Ships 🚀 # discuss # javascript # programming # webdev If a problem can be solved without AI, does AI actually make it better? # ai # architecture # discuss 💎 DEV Diamond Sponsors Thank you to our Diamond Sponsors for supporting the DEV Community Google AI is the official AI Model and Platform Partner of DEV Neon is the official database partner of DEV Algolia is the official search partner of DEV DEV Community — A space to discuss and keep up software development and manage your software career Home DEV++ Podcasts Videos DEV Education Tracks DEV Challenges DEV Help Advertise on DEV DEV Showcase About Contact Free Postgres Database Software comparisons Forem Shop Code of Conduct Privacy Policy Terms of Use Built on Forem — the open source software that powers DEV and other inclusive communities. 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https://www.interviewkickstart.com/faq | Interview Kickstart FAQ | Interview Kickstart Skip to content Courses Masterclass Instructors Resources For Business Courses Masterclass Instructors Resources For Business Join Next Webinar Uplevel Build AI Agents Applied Agentic AI (Low Code) Agentic AI for SWE Agentic AI for TPMs Agentic AI for EMs Agentic AI + Interview Prep Agentic AI Career Boost Explore more Switch to AI/ML/DS Machine Learning Course Flagship Machine Learning Advanced Machine Learning Data Science Advanced Gen AI Edge Up Explore more Prep for Interviews Data Engineering Interview Engineering Manager Interview Backend Engineering Interview Site Reliability Engineering Interview TPM Interview FAANG Tech Interview Explore more Reviews Blogs Cost Tools Salary Analyser Resume Analyser AI Quotient Instructors Reviews Blogs Courses Build AI Agents Applied Agentic AI (Low Code) Agentic AI for SWE Agentic AI for TPMs Agentic AI for EMs Agentic AI + Interview Prep Agentic AI Career Boost Switch to AI/ML/DS Machine Learning Course Flagship Machine Learning Advanced Machine Learning Data Science Advanced Gen AI Edge Up Prep for Interviews Data Engineering Interview Engineering Manager Interview Backend Engineering Interview Site Reliability Engineering Interview TPM Interview FAANG Tech Interview Masterclass Instructors Resources Reviews Blogs Cost Tools Salary Analyser AI Quotient Resume Analyser For Business Join Next Webinar Uplevel Frequently Asked Questions What is the duration of the programs? Our flagship program, the Masterclass, is an 8-month long program that has 2 months of intensive live classes and a 6 month period of support where you can repeat all your classes and take advantage of the technical and behavioral coaching sessions along with 15 mock interviews. However, we have multiple offerings with varied timelines. You should be able to find a program that suits your needs. Where are the classes held? All our classes are conducted live, online. Classes are scheduled to primarily serve working professionals, and hence we have different cohorts that run on weekdays and weekends to accommodate everyone. How much does Interview Kickstart cost? We have multiple programs on offer at different price points. The easiest way to find out about them would be to register for our free webinar where we discuss the various programs and their pricing. How do I enroll? Simple—just attend our free webinar, and a Program Advisor would reach out to you to get you enrolled. What’s the magic? There is no magic to cracking tech interviews. It is a skill that can be learned and developed with practice. However, having the right people as instructors and mentors, having access to the right curriculum, and working hard often yields results that can be mistaken to be magic. Which position/role are the programs helpful for? The programs, at this point, are built for Developer and Engineering Manager roles. Specifically, roles focused on designing, coding, and testing software and managing the teams that do this. These roles span across multiple domains and go by different titles, e.g., Fullstack Engineer, Backend Engineer, Server Engineer, Software Engineer, Data Engineer, Platform Engineer, API Developer, Automation Engineer, Android Developer, Engineering Manager, and more. Do you guarantee interviews if I enroll in one of your programs? We do help you a lot to get interviews, but as you may understand, we are in no position to give guarantees. We are not a recruiting agency, but a coaching institute. i.e. We are not solving the problem of getting interviews. We are solving the problem of clearing challenging technical interviews if/when you have them. We help you by referring your technical work in our programs to our connections and alumni base. We also help with your Communication skills, Resume, LinkedIn Profile, and help solidify your positioning through our career coaching sessions. Our alumni have leveraged this and have very often landed interviews with the companies they desire. What programming languages do I need to know before I enroll for the program? You should know AT LEAST ONE programming language of your choice. Typically, it would be your primary language used in your domain expertise. Our program is language-agnostic for the most part. Is any prior preparation required before I enroll for the program? Yes, only if you have time and you want to. It is not mandatory. If you want to prep between the time you enroll and start your cohort, then ask us; we will send you a crisp list of pre-work material. Is attending the pre-enrollment webinar mandatory? Yes! The programs we offer are elaborate with a lot of activities. We want to make sure you hear about them from the horse’s mouth, clearly and completely, in the pre-enrollment webinar. The webinar is an interactive online session where you can meet one of our founders and directly ask questions (if any) so that there are no surprises later. The broad agenda is. Who we are How do our programs work How to get the most out of the program What are the costs How to enroll Q & A How much time do I need to dedicate to the programs? The programs are rigorous. We do expect a level of commitment from your end to allow you to fully leverage all the benefits we have to offer. Our successful alumni have typically dedicated a few hours a day, daily, to work through the prep material, videos, lectures, and tests. That being said, we understand that your schedule might not allow you to dedicate the time daily. Hence, for all programs, we will offer you study materials and 1×1 technical and career coaching sessions during our long support period. What are NOT the goals of your programs? Our programs are: NOT a get-rich-quick scheme. They are a pursuit of something worthwhile for your career, life and family. NOT a list of interview questions. They are pursuits to understand concepts deeply. NOT introductory programming classes. We expect you to know at least one programming language well before beginning any of our programs. How is your coaching different than me learning on my own? It’s like going to a school or university. It gives you: Practice sessions under interview-like pressure. The chance to learn from the very same people who live and breathe the interview machine. We have over 50 instructors, interviewers, technical coaches, and career coaches from Google, Facebook, Amazon, and a whole bunch of other FAANG and top Silicon Valley companies. Multiple personalized feedback loops every week during our Masterclass program. The ability to connect and learn from each other in a group. As we are the oldest and the most successful platform for interview prep, we have the largest network of candidates across all top companies. The opportunity to focus on preparing for a topic, rather than attempting to choose from the myriad resources online. More time to prepare by being more methodical. We are a proven method of helping experienced engineers get really intimate with the basic core fundamentals of their profession. What are the goals of your programs? In no particular order To shift your mind and put it into interview mode. To present a broad overview of the most frequently used topics in software engineering that are also popular interview topics. To make you confident of cracking difficult software engineering interviews. To leave you with a sense of having learned something useful in your daily life as a software engineer. To leave you a better engineer than when you came in. 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Report Abuse Krishna Pravin Posted on May 14, 2020 • Edited on May 29, 2020 for loop vs .map() for making multiple API calls # javascript # api # async Promise / async-await is used for making API calls. const response = await fetch ( `https://jsonplaceholder.typicode.com/todos/1` ) const todo = await response . json () console . log ( todo ) Enter fullscreen mode Exit fullscreen mode Assuming I have a list of ids of todo items and I want the title of all them then I shall use the below snippet inside an async function const todoIdList = [ 1 , 2 , 3 , 4 ] for ( const id of todoIdList ) { const response = await fetch ( `https://jsonplaceholder.typicode.com/todos/ ${ id } ` ) const todo = await response . json () console . log ( todo . title ) } Enter fullscreen mode Exit fullscreen mode This same can be written with any of these for , for...in , for...of loops. Assuming each API request arbitrarily takes 100ms exactly, the total time taken for getting the details of four todo items will have to be greater than 400ms if we use any of the above-mentioned loops. This execution time can be drastically reduced by using .map() . const todoIdList = [ 1 , 2 , 3 , 4 ] await Promise . all ( todoIdList . map ( async ( id ) => { const response = await fetch ( `https://jsonplaceholder.typicode.com/todos/ ${ id } ` ) const todo = await response . json () console . log ( todo . title ) }) ) Enter fullscreen mode Exit fullscreen mode Adding timers const todoIdList = [ 1 , 2 , 3 , 4 ] console . time ( ' for {} ' ); for ( const id of todoIdList ) { const response = await fetch ( `https://jsonplaceholder.typicode.com/todos/ ${ id } ` ) const todo = await response . json () console . log ( todo . title ) } console . timeEnd ( ' for {} ' ); console . time ( ' .map() ' ); await Promise . all ( todoIdList . map ( async ( id ) => { const response = await fetch ( `https://jsonplaceholder.typicode.com/todos/ ${ id } ` ) const todo = await response . json () console . log ( todo . title ) }) ) console . timeEnd ( ' .map() ' ); Enter fullscreen mode Exit fullscreen mode The Reason for loop for loop goes to the next iteration only after the whole block's execution is completed. In the above scenario only after both the promises(await) gets resolved , for loop moves to the next iteration and makes the API call for the next todo item. .map() .map() moves on to the next item as soon as a promise is returned . It does not wait until the promise is resolved. In the above scenario, .map() does not wait until the response for todo items comes from the server. It makes all the API calls one by one and for each API call it makes, a respective promise is returned. Promise.all waits until all of these promises are resolved. async/await is syntactic sugar for Promises It will be more clear if the same code is written without async/await const todoIdList = [ 1 , 2 , 3 , 4 ] console . time ( ' .map() ' ) Promise . all ( todoIdList . map ( id => { return new Promise (( resolve ) => { fetch ( `https://jsonplaceholder.typicode.com/todos/ ${ id } ` ) . then ( response => { return new Promise (() => { response . json () . then ( todo => { console . log ( todo . title ) resolve () }) }) }) }) }) ) . then (() => { console . timeEnd ( ' .map() ' ); }) Enter fullscreen mode Exit fullscreen mode It is not possible to mimic the respective code for for loop by replacing async/await with Promises because, the control which triggers the next iteration will have to written within the .then() block. This piece of code will have to be created within the JS engine. All the snippets are working code, you can try it directly in the browser console. Note: snippets need to be enclosed within an async function except for the last one use Axios or any other suitable library if fetch is not available. Let me know if there is an even better and easy/short way of making API calls. Also, do not forget to mention any mistakes I've made or tips, suggestions to improve this content. Top comments (6) Subscribe Personal Trusted User Create template Templates let you quickly answer FAQs or store snippets for re-use. Submit Preview Dismiss Collapse Expand Quinn Quinn Quinn Follow Joined Jun 28, 2021 • Jun 28 '21 Dropdown menu Copy link Hide Not really a fair comparison. Map is creating a new array of promises then asynchronously executing them. To do this with a for loop you would do something like this: const todoIdList = [1, 2, 3, 4] const promiseList = [] for (const id of todoIdList) { const response = fetch( https://jsonplaceholder.typicode.com/todos/${id} ) promiseList.push(response.json()) } const responses = Promise.all(promiseList) Like comment: Like comment: 5 likes Like Comment button Reply Collapse Expand Krishna Pravin Krishna Pravin Krishna Pravin Follow Location Bangalore, India Education B. Tech IT Work Software Engineer - Full Stack at Gyanmatrix Technologies Joined Jun 10, 2019 • Jul 26 '21 Dropdown menu Copy link Hide This approach looks good. Pushing the promises into an array within for loop will achieve concurrency. But when we have a need for more than one await inside the block, it will not work. In the above code, response.json() won't work because response is a promise, it won't have json() method. Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand Yogendra Yogendra Yogendra Follow Location Bengaluru, India Work Web Developer at LayerIV Joined Sep 25, 2020 • Jan 31 '21 Dropdown menu Copy link Hide This is quite great. But, could you tell me what is the optimum way to resolve multiple promises and get their statuses, as Promise.all() fails as soon as any of the Promise rejects? I heard of Promise.allSettled() but is only available in recent versions of ES. Thanks!! Like comment: Like comment: 2 likes Like Comment button Reply Collapse Expand Krishna Pravin Krishna Pravin Krishna Pravin Follow Location Bangalore, India Education B. Tech IT Work Software Engineer - Full Stack at Gyanmatrix Technologies Joined Jun 10, 2019 • Feb 9 '21 Dropdown menu Copy link Hide Shim: npmjs.com/package/promise.allsettled Polyfill: logic24by7.com/promise-allsettled-... Like comment: Like comment: Like Comment button Reply Collapse Expand Rajesh Moka Rajesh Moka Rajesh Moka Follow I am a front end developer. I like building stuff with react. Location India Work Front End Developer at Tata Consultancy Services Joined May 27, 2020 • Jan 20 '21 Dropdown menu Copy link Hide This is a great article. I had trouble understanding the last example without async await but with promises. I knew promise.all takes promises array as an argument, but why did we write promise in each fetch call? Can u explain a little Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand Krishna Pravin Krishna Pravin Krishna Pravin Follow Location Bangalore, India Education B. Tech IT Work Software Engineer - Full Stack at Gyanmatrix Technologies Joined Jun 10, 2019 • Jan 29 '21 Dropdown menu Copy link Hide The last example(using promise) is the same as the previous one(using await). We have a promise inside fetch because parsing response as json response.json() returns a promise. For each API call, Promise.all() will first wait for the API call's response to arrive, and then it will wait for the json parsing to complete. When Promise.all takes an array of promises, it will wait for all the inner promises as well to get resolved. Like comment: Like comment: 1 like Like Comment button Reply Code of Conduct • Report abuse Are you sure you want to hide this comment? It will become hidden in your post, but will still be visible via the comment's permalink . Hide child comments as well Confirm For further actions, you may consider blocking this person and/or reporting abuse Krishna Pravin Follow Location Bangalore, India Education B. Tech IT Work Software Engineer - Full Stack at Gyanmatrix Technologies Joined Jun 10, 2019 Trending on DEV Community Hot Top 7 Featured DEV Posts of the Week # top7 # discuss Stop Overengineering: How to Write Clean Code That Actually Ships 🚀 # discuss # javascript # programming # webdev If a problem can be solved without AI, does AI actually make it better? # ai # architecture # discuss 💎 DEV Diamond Sponsors Thank you to our Diamond Sponsors for supporting the DEV Community Google AI is the official AI Model and Platform Partner of DEV Neon is the official database partner of DEV Algolia is the official search partner of DEV DEV Community — A space to discuss and keep up software development and manage your software career Home DEV++ Podcasts Videos DEV Education Tracks DEV Challenges DEV Help Advertise on DEV DEV Showcase About Contact Free Postgres Database Software comparisons Forem Shop Code of Conduct Privacy Policy Terms of Use Built on Forem — the open source software that powers DEV and other inclusive communities. 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https://dev.to/jajera/setting-up-github-pages-with-github-actions-2o72 | Setting Up GitHub Pages with GitHub Actions - DEV Community Forem Feed Follow new Subforems to improve your feed DEV Community Follow A space to discuss and keep up software development and manage your software career Future Follow News and discussion of science and technology such as AI, VR, cryptocurrency, quantum computing, and more. Open Forem Follow A general discussion space for the Forem community. If it doesn't have a home elsewhere, it belongs here Gamers Forem Follow An inclusive community for gaming enthusiasts Music Forem Follow From composing and gigging to gear, hot music takes, and everything in between. Vibe Coding Forem Follow Discussing AI software development, and showing off what we're building. Popcorn Movies and TV Follow Movie and TV enthusiasm, criticism and everything in-between. DUMB DEV Community Follow Memes and software development shitposting Design Community Follow Web design, graphic design and everything in-between Security Forem Follow Your central hub for all things security. From ethical hacking and CTFs to GRC and career development, for beginners and pros alike Golf Forem Follow A community of golfers and golfing enthusiasts Crypto Forem Follow A collaborative community for all things Crypto—from Bitcoin to protocol development and DeFi to NFTs and market analysis. Parenting Follow A place for parents to the share the joys, challenges, and wisdom that come from raising kids. We're here for them and for each other. Forem Core Follow Discussing the core forem open source software project — features, bugs, performance, self-hosting. Maker Forem Follow A community for makers, hobbyists, and professionals to discuss Arduino, Raspberry Pi, 3D printing, and much more. HMPL.js Forem Follow For developers using HMPL.js to build fast, lightweight web apps. A space to share projects, ask questions, and discuss server-driven templating Dropdown menu Dropdown menu Skip to content Navigation menu Search Powered by Algolia Search Log in Create account DEV Community Close Add reaction Like Unicorn Exploding Head Raised Hands Fire Jump to Comments Save Boost More... Copy link Copy link Copied to Clipboard Share to X Share to LinkedIn Share to Facebook Share to Mastodon Share Post via... Report Abuse John Ajera Posted on Dec 31, 2025 Setting Up GitHub Pages with GitHub Actions # github # pages # actions # deployment Setting Up GitHub Pages with GitHub Actions This article demonstrates how to create a GitHub repository with GitHub Pages enabled, from a basic hello world example to automated deployment using GitHub Actions. We'll cover manual setup steps and show how to automate the deployment process. High-Level Steps Setting up GitHub Pages involves: Create GitHub Repository - Create a new repository on GitHub Create Hello World Content - Add basic HTML content to serve Enable GitHub Pages - Configure Pages in repository settings Set Up GitHub Actions - Automate deployment with a workflow Verify Deployment - Confirm your site is live Prerequisites GitHub account Git installed locally Basic knowledge of HTML Text editor or IDE Use Case: Simple Hello World Site We'll create a basic static website that displays "Hello World" and can be extended with additional content. This approach works for any static HTML site, documentation, or simple web applications. Step-by-Step Implementation Step 1: Create GitHub Repository Navigate to GitHub and click the "+" icon in the top right Select "New repository" Configure the repository: Repository name : github-pages-demo (or your preferred name) Description : "A simple hello world site on GitHub Pages" Visibility : Public (required for free GitHub Pages) Initialize with README : ✅ (checked) Click "Create repository" Key points: Repository name will be part of your site URL: https://username.github.io/repository-name Public repositories get free GitHub Pages hosting Private repositories require GitHub Pro or higher for Pages Step 2: Clone Repository Locally Clone your repository to your local machine: git clone https://github.com/your-username/github-pages-demo.git cd github-pages-demo Enter fullscreen mode Exit fullscreen mode Replace your-username with your actual GitHub username. Step 3: Create Hello World Content Create a basic index.html file in the repository root: <!DOCTYPE html> <html lang= "en" > <head> <meta charset= "UTF-8" > <meta name= "viewport" content= "width=device-width, initial-scale=1.0" > <title> Hello World - GitHub Pages </title> <style> body { font-family : -apple-system , BlinkMacSystemFont , 'Segoe UI' , Roboto , Oxygen , Ubuntu , Cantarell , sans-serif ; display : flex ; justify-content : center ; align-items : center ; min-height : 100vh ; margin : 0 ; background : linear-gradient ( 135deg , #667eea 0% , #764ba2 100% ); color : white ; } .container { text-align : center ; padding : 2rem ; } h1 { font-size : 3rem ; margin-bottom : 1rem ; } p { font-size : 1.2rem ; opacity : 0.9 ; } </style> </head> <body> <div class= "container" > <h1> Hello World! </h1> <p> Welcome to my GitHub Pages site </p> </div> </body> </html> Enter fullscreen mode Exit fullscreen mode What this creates: A simple HTML page with "Hello World" message Basic styling for a clean appearance Responsive design that works on mobile devices Alternative: You can create any static HTML content, CSS files, JavaScript files, or other static assets in your repository. Step 4: Create GitHub Actions Workflow Create the workflow directory and file: mkdir -p .github/workflows Enter fullscreen mode Exit fullscreen mode Create .github/workflows/pages.yml : name : Deploy to GitHub Pages on : push : branches : - main workflow_dispatch : permissions : contents : read pages : write id-token : write concurrency : group : " pages" cancel-in-progress : false jobs : deploy : environment : name : github-pages url : ${{ steps.deployment.outputs.page_url }} runs-on : ubuntu-latest steps : - name : Checkout uses : actions/checkout@v4 - name : Setup Pages uses : actions/configure-pages@v4 - name : Upload artifact uses : actions/upload-pages-artifact@v3 with : path : ' .' - name : Deploy to GitHub Pages id : deployment uses : actions/deploy-pages@v4 Enter fullscreen mode Exit fullscreen mode Workflow explanation: Triggers : Runs on push to main branch or manual trigger Permissions : Required permissions for Pages deployment Concurrency : Prevents multiple deployments from running simultaneously Steps : Checkout repository code Configure Pages settings Upload all files as artifact Deploy to GitHub Pages Key points: The workflow automatically deploys when you push to main Uses the official GitHub Actions for Pages ( actions/deploy-pages@v4 ) No build step needed for simple HTML (add build steps if using frameworks) Artifact path '.' uploads the entire repository root Step 5: Enable GitHub Pages Important: You must enable GitHub Pages and select "GitHub Actions" as the source before pushing your code. If you push the workflow file first, the workflow will not run because the github-pages environment doesn't exist yet. Enabling Pages first creates the necessary environment for the workflow to execute successfully. Step 5.1: Navigate to Settings Go to your repository on GitHub Click on "Settings" in the top navigation bar Scroll down to "Pages" in the left sidebar Step 5.2: Configure Source Under "Build and deployment" , find "Source" Select "GitHub Actions" The selection is automatically saved What this does: Enables GitHub Pages for your repository Configures Pages to use GitHub Actions for deployment Creates the github-pages environment needed for the workflow The workflow will handle all deployments automatically Step 6: Commit and Push Commit both files and push to GitHub: git add index.html .github/workflows/pages.yml git commit -m "feat: add hello world page and GitHub Pages workflow" git push origin main Enter fullscreen mode Exit fullscreen mode Note: We're pushing directly to main for simplicity in this tutorial. In a production environment, best practice is to: Create a branch (e.g., git checkout -b feature/add-pages-setup ) Create a pull request for review Merge after approval Key points: The main branch (or master ) is typically used for GitHub Pages All files in the repository root or a specific branch/folder can be served GitHub Pages serves static files only (HTML, CSS, JavaScript, images, etc.) The workflow will trigger automatically on push Step 7: Wait for Deployment and Access Your Site Step 7.1: Wait for Deployment GitHub Actions will detect the workflow file and run automatically GitHub will build and deploy your site This may take a few minutes You'll see a green checkmark when deployment is complete Check the Actions tab to monitor the workflow progress Step 7.2: Access Your Site Your site will be available at: https://your-username.github.io/github-pages-demo Enter fullscreen mode Exit fullscreen mode Replace your-username and github-pages-demo with your actual values. Step 7.3: Add Website to Repository About Section (Optional) To make your GitHub Pages site more accessible and visible to visitors, you can add the website URL to your repository's About section: On your repository page, click the gear icon (⚙️) next to the "About" section In the "Edit repository details" modal, find the "Website" field Enter your GitHub Pages URL: https://your-username.github.io/github-pages-demo Check the box "Use your GitHub Pages website" (this will automatically populate the URL) Click "Save changes" What this does: Makes your site URL visible in the repository's About section Provides a direct link for visitors to access your site Improves discoverability and accessibility of your GitHub Pages site Note: Future pushes to main will automatically trigger the workflow and deploy updates to your site. Complete Example Here's a complete repository structure: github-pages-demo/ ├── .github/ │ └── workflows/ │ └── pages.yml ├── index.html └── README.md Enter fullscreen mode Exit fullscreen mode index.html (as shown in Step 3) pages.yml (as shown in Step 6) Repository Structure Summary After setup, you'll have: File/Folder Purpose .github/workflows/pages.yml GitHub Actions deployment workflow index.html Main page content README.md Repository documentation Important Notes GitHub Pages Limitations Static content only : No server-side processing (PHP, Python, etc.) File size limits : 1GB repository size, 100MB per file Bandwidth : 100GB per month for free accounts Build time : 10 builds per hour limit Custom Domain Support You can use a custom domain with GitHub Pages Add a CNAME file with your domain name Configure DNS records to point to GitHub See GitHub Pages documentation for details For a detailed walkthrough using AWS Route53, see Setting Up Custom Domain for GitHub Pages with Route53 Branch and Folder Options Source options: Deploy from a branch : Serves files directly from a branch GitHub Actions : Uses workflow to build and deploy (recommended) Folder options: / (root) : Serves files from repository root /docs : Serves files from docs folder Custom folder: Any folder in your repository Security Considerations Public repositories : Content is publicly accessible Private repositories : Requires GitHub Pro for Pages Secrets : Don't commit API keys or sensitive data HTTPS : Automatically enabled for all Pages sites Troubleshooting Site Not Loading Issue: Site returns 404 or doesn't load Check deployment status : Go to repository → Actions tab Verify workflow ran : Ensure the workflow completed successfully Check Pages settings : Verify "GitHub Actions" is selected as source Wait a few minutes : Initial deployment can take 5-10 minutes Clear browser cache : Try incognito mode or different browser Solution: # Check if workflow file exists ls -la .github/workflows/pages.yml # Verify file content is correct cat .github/workflows/pages.yml Enter fullscreen mode Exit fullscreen mode Workflow Fails Issue: GitHub Actions workflow fails to deploy Check Actions tab : Review error messages in workflow logs Verify permissions : Ensure Pages permissions are enabled Check file paths : Ensure artifact path matches your content location Review workflow syntax : Validate YAML syntax Common errors: Missing permissions: Add pages: write and id-token: write Wrong artifact path: Use '.' for root or correct folder path Branch name mismatch: Ensure workflow triggers on correct branch Custom Domain Issues Issue: Custom domain not working Verify CNAME file : Must contain only the domain name Check DNS records : Ensure A/CNAME records are correct Wait for propagation : DNS changes can take up to 48 hours Check GitHub settings : Domain must be added in Pages settings Verification After deployment, verify your site: Visit your site URL : https://your-username.github.io/github-pages-demo Check Actions tab : Verify workflow completed successfully Test updates : Make a change, push to main , verify it appears on site Working example: See a live example at https://jdevto.github.io/github-pages-demo/ Verify deployment: # Check if site is accessible curl -I https://your-username.github.io/github-pages-demo # Should return HTTP 200 status # Example with working site: curl -I https://jdevto.github.io/github-pages-demo/ Enter fullscreen mode Exit fullscreen mode Next Steps Once your basic site is working, you can: Add more pages : Create additional HTML files Add CSS styling : Create a styles.css file Add JavaScript : Create interactive features Use a static site generator : Jekyll, Hugo, MkDocs, etc. Add a custom domain : Point your own domain to GitHub Pages Set up CI/CD : Add tests and build steps to your workflow Conclusion Setting up GitHub Pages with GitHub Actions provides a simple, automated way to host static websites. By following these steps, you can: Create a basic hello world site Enable GitHub Pages manually or via Actions Automate deployments with GitHub Actions Extend your site with additional content The combination of GitHub Pages and GitHub Actions makes it easy to deploy and maintain static websites with minimal configuration. References GitHub Pages Documentation GitHub Actions Documentation Example Repository: jdevto/mkdocs-demo Example Workflow: q-kiwi-millionaire Top comments (0) Subscribe Personal Trusted User Create template Templates let you quickly answer FAQs or store snippets for re-use. Submit Preview Dismiss Code of Conduct • Report abuse Are you sure you want to hide this comment? It will become hidden in your post, but will still be visible via the comment's permalink . Hide child comments as well Confirm For further actions, you may consider blocking this person and/or reporting abuse John Ajera Follow Platform Engineer Location Wellington, New Zealand Work Earth Sciences New Zealand Joined Nov 20, 2024 More from John Ajera How to Create a GitHub App for Atlantis # github # apps # atlantis # terraform Creating Your Own Dev Container Feature for VS Code # devcontainer # vscode # github # features Setting Up Custom Domain for GitHub Pages with Route53 # aws # route53 # github # terraform 💎 DEV Diamond Sponsors Thank you to our Diamond Sponsors for supporting the DEV Community Google AI is the official AI Model and Platform Partner of DEV Neon is the official database partner of DEV Algolia is the official search partner of DEV DEV Community — A space to discuss and keep up software development and manage your software career Home DEV++ Podcasts Videos DEV Education Tracks DEV Challenges DEV Help Advertise on DEV DEV Showcase About Contact Free Postgres Database Software comparisons Forem Shop Code of Conduct Privacy Policy Terms of Use Built on Forem — the open source software that powers DEV and other inclusive communities. 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https://dev.to/quoll/classy-2hah#owl | Stay Classy in OWL - DEV Community Forem Feed Follow new Subforems to improve your feed DEV Community Follow A space to discuss and keep up software development and manage your software career Future Follow News and discussion of science and technology such as AI, VR, cryptocurrency, quantum computing, and more. Open Forem Follow A general discussion space for the Forem community. If it doesn't have a home elsewhere, it belongs here Gamers Forem Follow An inclusive community for gaming enthusiasts Music Forem Follow From composing and gigging to gear, hot music takes, and everything in between. Vibe Coding Forem Follow Discussing AI software development, and showing off what we're building. Popcorn Movies and TV Follow Movie and TV enthusiasm, criticism and everything in-between. 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A space to share projects, ask questions, and discuss server-driven templating Dropdown menu Dropdown menu Skip to content Navigation menu Search Powered by Algolia Search Log in Create account DEV Community Close Add reaction Like Unicorn Exploding Head Raised Hands Fire Jump to Comments Save Boost More... Copy link Copy link Copied to Clipboard Share to X Share to LinkedIn Share to Facebook Share to Mastodon Share Post via... Report Abuse Paula Gearon Posted on Nov 14, 2022 Stay Classy in OWL # rdf # owl # sparql # rules In an effort to publish this quickly, I am posting without proofreading. Errata is welcome. In the last post I discussed using rules to generate RDF statements that are entailed by RDFS . This is useful stuff, but is very limited due to the lack of expressivity of RDFS. This is to be expected, since RDFS was a limited vocabulary that was released well before the full Web Ontology Language ( OWL ) was released. But if we adopt OWL, then what entailments will be valid and useful? Description Logics As shown in my first post in this series , OWL provides a vocabulary for a Description Logic. In particular, OWL2 conforms closely to a family of logics known as 𝒮ℛ𝒪ℐ𝒬. This name indicates some of the elements of the vocabulary: 𝒮: An Abbreviation for 𝒜ℒ𝒞 𝒜ℒ𝒞: Contains concepts including: Classes C , and roles r ⊤ (top, or everything ) ⊥ (bottom, or nothing ) ⊓ (conjunctions, or intersections) ⊔ (disjunctions, or unions) ¬ (negation, or inverse) ∃r.C (existential role restrictions) ∀r.C (universal role restrictions) ℋ: Class hierarchies (classes, with subclasses) ℛ: Complex role inclusion. This is both a role hierarchy (indicated by ℋ) and role composition. ℐ: Inverse roles. 𝒪: Nominals. 𝒩: Cardinality restrictions on roles. 𝒬: Qualified cardinality. This includes cardinality restrictions (indicated by 𝒩), and can also qualify them to classes. To explain each of the above: Classes are a way to classify things. Entities can be classified multiple ways, in which case we say the entity has a type of the class, or that the entity is an instance of the class. e.g. Person can be a class and the entity we name "Alice" may be an instance of Person . Roles describe relationships between entities. e.g. an entity named "Alice" may have a hasChild relationship to an entity named "Susan". Top is a universal class that every entity is an instance of. Bottom is an empty class that no entity is an instance of. Conjunctions are the combination of multiple classes where every class must apply. e.g. A wooden chair is an instance of the conjunction formed from the classes Wooden and Furniture . Disjunctions are the combination of multiple classes where one or more classes must apply. e.g. OfficeEquipment could be a disjunction of OfficeFurniture , ComputerEquipment , Stationery , and KitchenSupplies . Negation is used to create a class of everything that is not the negated class. e.g. The negation of the class of Visible things is everything that cannot be seen. That includes both physical objects, like air, but also arbitrary concepts like "imagination" or "price". It is the entire universe of things that are not in the Visible class. Existential role restrictions means that a given relationship must exist in order to be a member of a class. e.g. To be a Parent an entity must have a hasChild relationship to another entity. Universal role restrictions means that all use of a role has to be with a specific class. e.g. hasChild can be defined to always refer to instances of the class Child . Role hierarchy indicates more general or specific relationships between roles. This creates sub-property and super-property relationships and is roughly analogous to sub-classes and super-classes. e.g. hasDaughter is a more specific role than hasChild , while hasDescendent is a more general role. So hasDaughter is a sub-property for hasChild , and hasChild is a sub-property for hasDescendent . Inverse roles refers to the relationship that goes in the opposite direction between entities. e.g. hasParent is the inverse role to hasChild . Nominals describes a class of items that is defined by its membership in the class. e.g. PresidentOfTheUnitedStates can be defined as a class of the 46 people who have had that position (as of this writing). Number restrictions (or cardinality restrictions ) refers to a minimum or maximum number of relationships. e.g. To be a member of FullTimeStudent a university might require that a student have a minimum of 4 enrolledIn relationships. Qualified cardinality is a more specific type of nominal, where the class of the relationship must apply. e.g. For a student to be a MathMajor they might require a minimum of 10 passed relationships to instances of MathSubject . OWL These constructs are all supported by OWL , and each of those constructs has a mapping to RDF . This means that for each Description Logic expression there is a way to express that expression precisely in RDF. It is data like this that was read and processed by Pellet in the Oedipus example in my initial post . The problem with systems like Pellet is that they rely on memory to explore all possibilities for the data. Consequently, they can struggle with large bodies of data, and are unable to handle large ontologies such as SNOMED CT . We have a much better chance of scaling OWL processing if we can use operations that databases are designed to provide. The principal database operation is the Query , and so the various approaches to scaling try to build on this operation. Query Rewriting One approach to identifying entailments in OWL is by using it to rewrite queries. The first to consider is a general approach to rewriting queries, where the query can be expanded to ask for parts of the ontology. For instance, consider asking for the classes a resource is an instance of: select ?class where { my : resource a ?class } Enter fullscreen mode Exit fullscreen mode This can be rewritten to consider superclasses as well: select ?class where { my : resource a / rdfs : subClassOf * ?class } Enter fullscreen mode Exit fullscreen mode Where the * modifier describes the transitive closure of the rdfs:subClassOf relationship, starting with the 0 step, meaning that it includes the step where the class is the immediate type of the resource. A more specific case is using the ontology to rewrite the query. For instance, if the property my:prop is transitive, then querying for it can always be expanded to use the + modifier. So the query: select ?related where { my : resource my : prop ?related } Enter fullscreen mode Exit fullscreen mode Would be modified to: select ?related where { my : resource my : prop + ?related } Enter fullscreen mode Exit fullscreen mode These are some trivial examples, but some great work was done on this by Héctor Pérez-Urbina in his PhD dissertation . Rules Another approach to scalable entailment is using rules. The mechanism for this is using certain existing data structures to generate new data structures that get inserted alongside the original data. I described this in the last post , where I used construct queries to obtain the data generated by each rule. The other option is to send this generated statements back into the graph by changing construct to insert . For instance, the transitive closure of the property my:prop above could be created with an update operation: insert { ?a my : prop ?c } where { ?a my : prop ?b . ?b my : prop ?c } Enter fullscreen mode Exit fullscreen mode Note that this is a single update, and not actually a full "rule". Running this will only extend all of the my:prop relations by 1 step, doubling the length to 2. But running this iteratively will extend the maximum length of the closure by doubling, so it will rapidly cover the entire closure. What we can learn from this is that rule systems can be built from query/update operations like this, but they need a mechanism for scheduling the rules to be run over and over when needed, and to stop when nothing new is being generated. The basic algorithm for doing this is called RETE , and I discussed this and an implementation at Clojure/conj 2016 . Because rules are built on a querying mechanism that is foundational to the database, they are often very fast. They also rely on the main database storage, so they can scale with the database. They allow computational complexity to be pre-calculated, with the results stored. This allows subsequent operations to rely on space complexity instead. These are very important characteristics for working with large quantities of data, and for this reason I will be focusing on this approach to entailment. Rule Justification Many OWL operations describe entailments that can be expressed as a rule. For instance, the OWL 2 Structural Specification and Functional-Style Syntax document describes many constructs with examples of what they entail. There are many examples of this, but a simple one is the Symmetric Object Property which describes that a:friend is symmetric. Consequently, if "Brian is a friend of Peter" then this entails "Peter is a friend of Brian". The general rule for symmetry can then be given as: insert { ?b ?prop ?a } where { ?a ?prop ?b . ?prop a owl : SymmetricProperty } Enter fullscreen mode Exit fullscreen mode This can seem to be a straightforward operation, but interesting insights come about when we consider exactly why these new statements are allowed to be asserted. Validity and Consistency Logic systems can be described using a pair of properties: validity and consistency. A system is valid if every interpretation of the systems leads to conclusions that are true. A system is invalid if there exists an interpretation where the conclusions are not true. A system is consistent if there exists an interpretation where the conclusions are true. A system is inconsistent if there are no interpretations where the conclusions are true. The interpretation of a system is a selection of values that conform to the system. To explain some of this, let's use the mathematical domain. In this case, the interpretation will usually be a selection of numbers to associate with values. Valid Since every possible interpretation of a valid system is true, these are also referred to as a tautology . At first glance, this does not seem that useful, however it is a very important concept. An example of a valid math expression is: | x | ≥ x The various interpretations of this system are the values that x can take in the domain of real numbers ℝ. In this case, it doesn't matter what value x takes, since the equation will always be true. This is still logic, so we can introduce an or operation, with another valid equation: x > 1 ∨ x < 2 Again, this is a tautology, as it will be true for every interpretation of x in the domain. Invalid This applies to any system which is not valid. That simply means that there exists an interpretation where truth does not hold. For instance: x > 2 This is true when x is 3 or 4, but it is not true when x is 1 or 2. Lots of systems are Invalid, since tautologies (i.e. valid systems) don't have a lot to say. Consistent A system is consistent when there exists an interpretation that leads to truth. The example invalid statement also happens to be consistent: x > 2 As already mentioned, when x is 3 then the statement is true, so this system is consistent. Inconsistent This indicates that a system is not consistent, meaning that there are no possible interpretations which can be true. For instance: x < 3 ∧ x > 4 There are no numbers that meet both of these conditions, and therefore there are no interpretations where this is true. Relations to Each Other When considered in relation to one another we see the following states for systems: Always true: Valid and Consistent Sometimes true, Sometimes false: Invalid and Consistent Always false: Invalid and Inconsistent Entailment Entailment is the operation of finding new statements that are true in every possible interpretation of a system, given its semantics. This is possible when using the Open World Assumption (OWA), since new statements can always be added, which is a concept that is sometimes expressed as, "Anyone can say Anything about Anything" (this phrase appears in an early draft of the RDF Concepts and Abstract Data Model , and also in the book " Semantic Web for the Working Ontologist ", by Allemang, Hendler, and now in the second edition, Gandon. I will refer to this book as SWWO). This cuts both ways though: not only does it mean that new statement may be created, but it also limits which statements may be created. The OWA says that there are possibly a lot of other statements that the system does not describe which could lead to a statement not being possible in every possible interpretation. When it comes to identifying new statements that can be entailed, it is a useful exercise to consider all the possible constructs that could lead to the statement leading to a falsehood, even if it requires a convoluted set of statements to get there. Tableaux One approach in using validity and consistency is to determine if a given system entails a statement using the Tableaux Algorithm. In this case, for a given system 𝑮 an entailment 𝑨 is described as: 𝑮 ⊨ 𝑨 This entailment can only be true if: 𝑮 ⋃ {¬𝑨} is inconsistent This is a useful test, because the algorithm need only discover a single false case to prove inconsistency. Pellet is an implementation of this algorithm, and while it does not scale to very large ontologies, it is nevertheless very powerful. Rules Another approach to entailment is to use rules. As mentioned above, this can be done when we know that a statement is legal in every possible interpretation of the system. There is a defined subset of possible reasoning in OWL2 which can lead to entailments via rules. This subset is called the OWL 2 RL Profile , and the rules can be found in tables 4 through to table 9 in the rules section of the OWL 2 Profiles document. It is some of these rules that I want to explore here and in other posts. Intersections A practical application of all of this can be seen in Intersections. As described in SWWO , an intersection of classes :A and :B can be described using a subclass relationship: This is described in Turtle as: : IntersectionAB rdfs: subClassOf : A, : B . Enter fullscreen mode Exit fullscreen mode Let's consider what can be inferred from this. If we have an instance of :IntersectionAB called :x , then this is represented as: : x a : IntersectionAB . Enter fullscreen mode Exit fullscreen mode The rule rdfs9 is: insert { ?zzz a ?yyy } where { ?xxx rdfs : subClassOf ?yyy . ?zzz a ?xxx } Enter fullscreen mode Exit fullscreen mode Applying this will result in :x being an instance of both :A and :B : : x a : IntersectionAB . : x a : A . : x a : B . Enter fullscreen mode Exit fullscreen mode These inferences are valid, because the definition of the rdfs:subClassOf relationship states and instances of a subclass will also be instances of the superclass. There are no interpretations where this does not hold. Class Membership Another possibility is when :y is a member of both :A and :B . : y a : A . : y a : B . Enter fullscreen mode Exit fullscreen mode It would seem reasonable to infer that :y is therefore an instance of :IntersectionAB . However, inferences are only valid if they apply in every possible system, and the Open World Assumption (OWA) must allow for any new consistent statement. There are statements that can be introduced that are both consistent with the existing statements, and inconsistent with inferring :y as a member of :IntersectionAB . To see an example of this, we can introduce a two new classes, called :C and :D , are the complements of each other. This means that anything that is a member of :C is not a member of :D , and vice versa. We can also make :IntersectionAB a subclass of :C : : IntersectionAB rdfs: subClassOf : A, : B, : C . : C owl: complementOf : D . Enter fullscreen mode Exit fullscreen mode If :y becomes an instance of :D then if cannot be a part of the intersection, since it cannot be an instance of :C . : IntersectionAB rdfs: subClassOf : A, : B, : C . : C owl: complementOf : D . : y a : A, : B, : D . Enter fullscreen mode Exit fullscreen mode Regardless of how contrived the example may be, the fact that any such example exists indicates that the inference may not be made. OWL Intersections The problem with inferring membership in an intersection above is that the intersection is open , meaning that new classes can be added to the intersection, and those classes can preclude an instance of the other classes from becoming a member. OWL addresses this by defining an closed intersection using an RDF Collection . This uses a linked list structure that does not allow for extra members. Redefining :IntersectionAB we can express this in TTL as: : IntersectionAB owl: intersectionOf ( : A : B ) . Enter fullscreen mode Exit fullscreen mode This looks short and simple, but expands into a longer set of triples: : IntersectionAB owl: intersectionOf _: b1 . _: b1 rdf: first : A . _: b1 rdf: rest _: b2 . _: b2 rdf: first : B . _: b2 rdf: rest rdf: nil . Enter fullscreen mode Exit fullscreen mode RDF defines collections to have a specific structure with each node in the list having a single rdf:first and rdf:rest connection, terminating in the rdf:nil node. This means that it is not a valid construct to include any more elements in the collection. As a consequence, if there is an element :y which is an instance of both :A and :B , then it is not possible to add in triples that make :y a member of something that is excluded from the intersection. Therefore, it is valid to infer that :y is in the intersection: : y a : IntersectionAB . Enter fullscreen mode Exit fullscreen mode This is described in the OWL semantics, and demonstrated in the OWL 2 RL profile in the rule cls-int1 found in table 6. This rule states: IF T(?c, owl:intersectionOf, ?x) LIST[?x, ?c1, ..., ?cn] T(?y, rdf:type, ?c1) T(?y, rdf:type, ?c2) ... T(?y, rdf:type, ?cn) Enter fullscreen mode Exit fullscreen mode THEN T(?y, rdf:type, ?c) Enter fullscreen mode Exit fullscreen mode In English it says: If ?c is an intersection described by ?x and ?x is a list containing ?c1 through to ?cn and ?y is an instance of every element in that list Then ?y is an instance of the intersection ?c In Practice Unfortunately, this is tricky to describe in SPARQL. It is easy to check if a value is an instance of one or more members of a list, but how can you check if it is a member of every member of the list? Let's start with some example data, and try to perform the entailment on it. First of all, we can define the intersection of 3 classes: :A , :B and :C . Then we'll describe 3 objects: :m , :n , and :o . The :m object will be an instance of all 3 classes The :n object will be an instance of 2 of the 3 classes The :o object will not be an instance of any of the classes We should be able to find that :m is a member of the intersection, while :n and :o are not. : IntABC owl: intersectionOf ( : A : B : C ). : m a : A, : B, : C . : n a : A, : C . : o a : D . Enter fullscreen mode Exit fullscreen mode Let's start with finding a value ?y which is a member of the intersection class ?c : select distinct ?y where { ?c owl : intersectionOf ?x . ?x rdf : rest */ rdf : first ?cn . ?y a ?cn } Enter fullscreen mode Exit fullscreen mode This returns :m and :n , since they are both instances of classes in the intersection. Now we need to remove values of ?x which don't match every class in the intersection. To do that, start with finding those that don't match everything in the intersection. This can be found by considering each element in the collection (call it ?d ) and pairing it with every other element in the collection (call these ?d2 ). We can then look for the instances of ?d : select distinct ?y ?d ?2 where { ?c owl : intersectionOf ?x . ?x rdf : rest */ rdf : first ?d . ?x rdf : rest */ rdf : first ?d2 . FILTER ( ?d ! = ?d2 ) ?y a ?d } Enter fullscreen mode Exit fullscreen mode This returns every class paired with every other class, but only for instances of the first class: ?y ?d ?d2 :m :C :A :m :C :B :m :A :C :m :A :B :m :B :A :m :B :C :n :C :A :n :C :B :n :A :C :n :A :B Note how :n does not include a ?d equal to :B , but it does have ?d2 set to each value. If we remove cases where ?y is set to the second value, then everything will be removed for ?y = :m , since: when ?y is :m , and :m is an instance of :A , then ?y is also an instance of :B and :C when ?y is :m , and :m is an instance of :B , then ?y is also an instance of :A and :C . when ?y is :m , and :m is an instance of :C , then ?y is also an instance of :A and :B However, when ?y is :n not everything is cancelled: when ?y is :n , and :n is an instance of :A , then ?y is and instance of :C , and that gets removed, but :n is not an instance of :B . when ?y is :n , and :n is an instance of :C , then ?y is an instance of :A , and that gets removed, but :n is not an instance of :B . The query to express this is: select distinct ?y ?d ?d2 where { ?c owl : intersectionOf ?x . ?x rdf : rest */ rdf : first ?d . ?x rdf : rest */ rdf : first ?d2 FILTER ( ?d ! = ?d2 ) ?y a ?d MINUS { ?y a ?d2 }} Enter fullscreen mode Exit fullscreen mode ?y ?d ?d2 :n :C :B :n :A :B Now that we've found the values of ?y that we don't want, they can be removed from the original query: select distinct ?y where { ?c owl : intersectionOf ?x . ?x rdf : rest */ rdf : first ?cn . ?y a ?cn MINUS { ?x rdf : rest */ rdf : first ?d . ?x rdf : rest */ rdf : first ?d2 . FILTER ( ?d ! = ?d2 ) ?y a ?d MINUS { ?y a ?d2 } } } Enter fullscreen mode Exit fullscreen mode This gives the single solution of :m ?y :m So the final rule is: insert { ?y a ?c } where { ?c owl : intersectionOf ?x . ?x rdf : rest */ rdf : first ?cn . ?y a ?cn MINUS { ?x rdf : rest */ rdf : first ?d . ?x rdf : rest */ rdf : first ?d2 . FILTER ( ?d ! = ?d2 ) ?y a ?d MINUS { ?y a ?d2 } } } Enter fullscreen mode Exit fullscreen mode NOTE: This query is for demonstration only. These operations are implemented doubly nested loops, which will not scale at all. It works for small ontologies, but if you try it on something like SNOMED then you will discover that the database will process for over a week. Non-standard SPARQL operations can do this much more efficiently. Final Comment This post was to introduce people to some of the more detailed elements of OWL's representation of Description Logic, explained Valid models are ones in which all interpretations will be true, and how entailment can be made for Consistent statements that lead to correct models for every possible interpretation. The examples at the end demonstrated how entailment can be limited in the open structures of RDFS, but is more capable for the closed structures described in OWL, always remembering that the model itself always follows the Open World Assumption. The SPARQL rule for owl:intersectionOf was me being clever, even if it's useless in the real world due to the scalability issues. 😊 I've been doing this in the real world with code that is outside of SPARQL, but I ought to be able to do it with SPARQL extensions like stardog:list:member (this could remove one level of loop in the above query, but I think it's possible to do even better). All of this is to provide background for my next blog post, which I ought to be able to start now that I've finished writing this! Top comments (0) Subscribe Personal Trusted User Create template Templates let you quickly answer FAQs or store snippets for re-use. Submit Preview Dismiss Code of Conduct • Report abuse Are you sure you want to hide this comment? It will become hidden in your post, but will still be visible via the comment's permalink . Hide child comments as well Confirm For further actions, you may consider blocking this person and/or reporting abuse Paula Gearon Follow Just a girl, standing before a compiler, asking it to love her Location Spotsylvania, VA Education Computer Engineering. Physics. Work Semantic Web Architect Joined Dec 1, 2018 More from Paula Gearon Classification # rdf # owl # sparql # rules What Can't I do, as a Rule? # rdf # owl # sparql # rules 💎 DEV Diamond Sponsors Thank you to our Diamond Sponsors for supporting the DEV Community Google AI is the official AI Model and Platform Partner of DEV Neon is the official database partner of DEV Algolia is the official search partner of DEV DEV Community — A space to discuss and keep up software development and manage your software career Home DEV++ Podcasts Videos DEV Education Tracks DEV Challenges DEV Help Advertise on DEV DEV Showcase About Contact Free Postgres Database Software comparisons Forem Shop Code of Conduct Privacy Policy Terms of Use Built on Forem — the open source software that powers DEV and other inclusive communities. Made with love and Ruby on Rails . DEV Community © 2016 - 2026. We're a place where coders share, stay up-to-date and grow their careers. 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A space to share projects, ask questions, and discuss server-driven templating Dropdown menu Dropdown menu Skip to content Navigation menu Search Powered by Algolia Search Log in Create account DEV Community Close Game Dev Follow Hide 👾 👾 👾 Create Post submission guidelines Write! Just keep it clean and civil! about #gamedev From GameMaker Studio to Unity, RPG Maker to 6502 assembly - this is your stop for all things related to game development! However, please make sure that your post is about DEVELOPING A GAME, or TOOLS THAT DEVELOPERS CAN USE, but please make sure they are tools MADE for developers, not just tools like twitter. That can go in topics like #socialmedia. Older #gamedev posts 5 6 7 8 9 10 11 12 13 Posts Left menu 👋 Sign in for the ability to sort posts by relevant , latest , or top . Right menu Zero to Game Dev - What Even is Game? 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Don’t Decide Too Early # beginners # gamedev # gamechallenge # design Comments Add Comment 1 min read Why Mina is Ideal for Blockchain Games Erick Fernandez Erick Fernandez Erick Fernandez Follow for Extropy.IO Nov 21 '25 Why Mina is Ideal for Blockchain Games # blockchain # gamedev # web3 Comments Add Comment 3 min read I Built a Maze Runner Simulation Where Teenage Sam Altman Survives the Glade December 25, 2025 ilya rahnavard ilya rahnavard ilya rahnavard Follow Dec 25 '25 I Built a Maze Runner Simulation Where Teenage Sam Altman Survives the Glade December 25, 2025 # gamedev # python # simulation Comments Add Comment 3 min read How 5G and Edge Computing Are Redefining Multiplayer Gaming Red Apple Technologies Red Apple Technologies Red Apple Technologies Follow Nov 21 '25 How 5G and Edge Computing Are Redefining Multiplayer Gaming # multiplayergaming # gamedev # gamingapp # multigaming Comments Add Comment 6 min read Building Five Dice Math: My MVP Works, But I'm Not Sure It Matters M. 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Brian Dunson Follow Dec 24 '25 Building Five Dice Math: My MVP Works, But I'm Not Sure It Matters # showdev # angular # webdev # gamedev Comments Add Comment 3 min read Fear and Loathing of Vibe Coding: I made a game for my daughter and it hit the Top Charts on AndroidTV(with 0 mobdev experience) Leonid Kaliadin Leonid Kaliadin Leonid Kaliadin Follow Dec 22 '25 Fear and Loathing of Vibe Coding: I made a game for my daughter and it hit the Top Charts on AndroidTV(with 0 mobdev experience) # ai # vibecoding # gamedev # parenting 5 reactions Comments 4 comments 9 min read Getting Started with 2D Games Using Arcade Library (Part 10): Playing Sound Effects Kajiru Kajiru Kajiru Follow Dec 24 '25 Getting Started with 2D Games Using Arcade Library (Part 10): Playing Sound Effects # python # gamedev # tutorial # arcade Comments Add Comment 4 min read Getting Started with 2D Games Using Arcade Library (Part 7): Collecting Coins Kajiru Kajiru Kajiru Follow Dec 24 '25 Getting Started with 2D Games Using Arcade Library (Part 7): Collecting Coins # python # gamedev # tutorial # arcade Comments Add Comment 4 min read Getting Started with 2D Games Using Arcade Library (Part 14): Using the Physics Engine Kajiru Kajiru Kajiru Follow Dec 24 '25 Getting Started with 2D Games Using Arcade Library (Part 14): Using the Physics Engine # python # gamedev # tutorial # arcade 1 reaction Comments Add Comment 4 min read Getting Started with 2D Games Using Arcade Library (Part 12): Switching Animations Kajiru Kajiru Kajiru Follow Dec 24 '25 Getting Started with 2D Games Using Arcade Library (Part 12): Switching Animations # python # gamedev # tutorial # arcade 1 reaction Comments Add Comment 4 min read Getting Started with 2D Games Using Arcade Library (Part 13): Using the Camera Kajiru Kajiru Kajiru Follow Dec 24 '25 Getting Started with 2D Games Using Arcade Library (Part 13): Using the Camera # python # gamedev # tutorial # arcade 1 reaction Comments Add Comment 4 min read Getting Started with 2D Games Using Arcade Library (Part 11): Switching Between Screens Kajiru Kajiru Kajiru Follow Dec 24 '25 Getting Started with 2D Games Using Arcade Library (Part 11): Switching Between Screens # python # gamedev # tutorial # arcade Comments Add Comment 3 min read Getting Started with 2D Games Using Arcade Library (Part 9): Displaying the Score Kajiru Kajiru Kajiru Follow Dec 24 '25 Getting Started with 2D Games Using Arcade Library (Part 9): Displaying the Score # python # gamedev # tutorial # arcade Comments Add Comment 4 min read Getting Started with 2D Games Using Arcade Library (Part 8): Adding Animation Kajiru Kajiru Kajiru Follow Dec 24 '25 Getting Started with 2D Games Using Arcade Library (Part 8): Adding Animation # python # gamedev # tutorial # arcade Comments Add Comment 5 min read Getting Started with 2D Games Using Arcade Library (Part 4): Preparing the Player Kajiru Kajiru Kajiru Follow Dec 24 '25 Getting Started with 2D Games Using Arcade Library (Part 4): Preparing the Player # python # gamedev # tutorial # arcade Comments Add Comment 3 min read Getting Started with 2D Games Using Arcade Library (Part 3): Displaying a Background Kajiru Kajiru Kajiru Follow Dec 24 '25 Getting Started with 2D Games Using Arcade Library (Part 3): Displaying a Background # python # gamedev # tutorial # arcade Comments Add Comment 2 min read Getting Started with 2D Games Using Arcade Library (Part 2): Creating the Game Screen Kajiru Kajiru Kajiru Follow Dec 24 '25 Getting Started with 2D Games Using Arcade Library (Part 2): Creating the Game Screen # python # gamedev # tutorial # arcade 1 reaction Comments Add Comment 3 min read Getting Started with 2D Games Using Arcade Library (Part 5): Moving the Player Kajiru Kajiru Kajiru Follow Dec 24 '25 Getting Started with 2D Games Using Arcade Library (Part 5): Moving the Player # python # gamedev # tutorial # arcade Comments Add Comment 4 min read Getting Started with 2D Games Using Arcade Library (Part 6): Controlling the Player Kajiru Kajiru Kajiru Follow Dec 24 '25 Getting Started with 2D Games Using Arcade Library (Part 6): Controlling the Player # python # gamedev # tutorial # arcade Comments Add Comment 3 min read Getting Started with 2D Games Using Arcade (Part 1): What Are We Going to Build? 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https://docs.suprsend.com/docs/hmac-authentication | HMAC Authentication - SuprSend, Notification infrastructure for Product teams Skip to main content SuprSend, Notification infrastructure for Product teams home page Search... ⌘ K Community Trust Center Platform Status Postman Collection GETTING STARTED What is SuprSend? Quick Start Guide Best Practices Plan Your Integration Go-live checklist CORE CONCEPTS Templates Users Events Workflow Notification Categories Preferences Tenants Lists Broadcast Objects Translations DLT Guidelines Whatsapp Template Guidelines WORKFLOW BUILDER Design Workflow Node List Workflow Settings Trigger Workflow Validate Trigger Payload Tenant Workflows Notification Inbox Overview Multi Tabs React Javascript (Angular, Vuejs etc) React Native React Native (Headless) HMAC Authentication DEPRECATED Flutter (Headless) PREFERENCE CENTRE Embedded Preference Centre Javascript Angular React VENDOR INTEGRATION GUIDE Overview Email Integrations SMS Integrations Android Push Whatsapp Integrations iOS Push Chat Integrations Vendor Fallback Tenant Vendor INTEGRATIONS Webhook Connectors MONITORING & DEBUGGING Logs Audit Logs Error Guides MANAGE YOUR ACCOUNT Authentication Methods Contact Us Get Started SuprSend, Notification infrastructure for Product teams home page Search... ⌘ K Ask AI Contact Us Get Started Get Started Search... Navigation React Native HMAC Authentication Documentation API Reference Management API CLI Reference Developer Resources Changelog Documentation API Reference Management API CLI Reference Developer Resources Changelog React Native HMAC Authentication OpenAI Open in ChatGPT Steps to safely authenticate users and generate subscriber-id in headless Inbox implementation. OpenAI Open in ChatGPT Why HMAC authentication is required? When you initialize SuprSend’s Inbox on your website, you provide your SuprSend workspace API Key and a user’s distinct id. A savvy user can obtain this API Key with this setup and can initialize the inbox on their website with your API Key but with a different distinct id and start viewing that user’s notifications. With HMAC authentication, an SHA-256 HMAC string ( subscriber_id ) is generated for each distinct_id and prevents unauthorized access to Inbox service by just spoofing distinct_id . How to generate subscriber_id? Use the below function in your server-side code to generate a unique unguessable subscriber_id using your distinct_id and inbox-secret (picked from the Inbox Vendor Integration page). subscriber_id is unique to each distinct_id and should be generated for each user. Inbox Secret is the Shared Secret key available in your Inbox vendor page . This key is unique to your workspace and should not be shared with anyone for security purposes python go Node java PL/pgSQL Copy Ask AI import base64 import hashlib import hmac def hmac_rawurlsafe_base64_string ( distinct_id : str , secret : str ): digest = hmac.HMAC(secret.encode(), msg = distinct_id.encode(), digestmod = hashlib.sha256).digest() encoded = base64.urlsafe_b64encode(digest).decode() return encoded.rstrip( "=" ) It is imperative that the inbox secret is stored safely on your server side and not exposed to client-side code. NOTE: The subscriber_id must be generated by server-side code (not in browser) Even after setting up the inbox, if you are not able to see notifications then cross-check if your subscriber_id mentioned is exactly correct by opening the user’s tab in the Suprsend dashboard. Was this page helpful? Yes No Suggest edits Raise issue Previous Flutter (Headless) Integrate SuprSend inbox in Flutter using the headless SDK and hooks. Next ⌘ I x github linkedin youtube Powered by On this page Why HMAC authentication is required? How to generate subscriber_id? | 2026-01-13T08:48:10 |
https://dev.to/hoangleitvn/aws-reinvent-2025-3-announcements-that-matter-for-your-architecture-31m4 | AWS re:Invent 2025: 3 Announcements That Matter for Your Architecture - DEV Community Forem Feed Follow new Subforems to improve your feed DEV Community Follow A space to discuss and keep up software development and manage your software career Future Follow News and discussion of science and technology such as AI, VR, cryptocurrency, quantum computing, and more. Open Forem Follow A general discussion space for the Forem community. If it doesn't have a home elsewhere, it belongs here Gamers Forem Follow An inclusive community for gaming enthusiasts Music Forem Follow From composing and gigging to gear, hot music takes, and everything in between. Vibe Coding Forem Follow Discussing AI software development, and showing off what we're building. Popcorn Movies and TV Follow Movie and TV enthusiasm, criticism and everything in-between. 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A space to share projects, ask questions, and discuss server-driven templating Dropdown menu Dropdown menu Skip to content Navigation menu Search Powered by Algolia Search Log in Create account DEV Community Close Add reaction Like Unicorn Exploding Head Raised Hands Fire Jump to Comments Save Boost More... Copy link Copy link Copied to Clipboard Share to X Share to LinkedIn Share to Facebook Share to Mastodon Share Post via... Report Abuse Hoang Le Posted on Jan 7 • Edited on Jan 9 AWS re:Invent 2025: 3 Announcements That Matter for Your Architecture # aws # devops # kubernetes # serverless AWS re:Invent 2025 dropped a lot of announcements. Most won't change how you build. Three will. Quick note: My last post here was November 2023. Life got busy. Running INNOMIZE , shipping products, building teams. I'm back to writing in public. If you've been following along, thanks for sticking around. I spent December 2025 digging through the announcements that affect real architecture decisions. Not the flashy keynote demos. The ones that change cost models, operational overhead, and what's possible. Here's the summary and where to go deeper. 1. Lambda gets Durable Functions and Managed Instances Lambda now has two capabilities that fix its biggest limitations. Durable Functions let you write multi-step workflows directly in Lambda code. No Step Functions. No ASL syntax. Just code with checkpoints that survive crashes. Can wait up to a year for external events. // Checkpoint, wait, resume const payment = await context . step ( ' process_payment ' , async () => { return await paymentService . charge ( event . amount ); }); await context . waitForCallback ( ' manager_approval ' , { timeout : 86400000 }); await context . step ( ' complete_order ' , async () => { return await orderService . complete ( payment . id ); }); Enter fullscreen mode Exit fullscreen mode Managed Instances keep Lambda warm. No cold starts. Works with Savings Plans (up to 72% off with 3-year commitment). Multiple concurrent requests per instance. Why this matters: The "Lambda is expensive at scale" argument got weaker. For steady-state workloads processing millions of requests, Lambda Managed Instances with Savings Plans now competes with container pricing. The decision tree changed. The question is now "which compute model fits this workload?" Deep dive: AWS Lambda's Biggest Update in Years covers pricing comparisons, Durable Functions vs Step Functions, and Managed Instances trade-offs. Bonus: Serverless vs Containers in 2025 with updated decision tree. 2. EKS Capabilities: managed ArgoCD, ACK, and KRO EKS Capabilities is a managed layer for three Kubernetes-native tools: → Managed Argo CD : AWS handles installation, scaling, patching, HA → AWS Controllers for Kubernetes (ACK) : Manage AWS resources via kubectl. S3, RDS, IAM through CRDs. → Kube Resource Orchestrator (KRO) : Reusable resource bundles. Backed by AWS, Google, and Azure jointly. Key architectural difference: these run in AWS-owned infrastructure, not on your worker nodes. Zero cluster overhead. Why this matters: Running self-managed ArgoCD? You're spending engineer time on upgrades, patches, and HA configuration. AWS estimates 70-80% reduction in platform team overhead. ACK's resource adoption feature is interesting. You can migrate existing Terraform/CloudFormation resources without recreating them. Gradual migration becomes possible. Trade-off: Less flexibility. No multi-namespace deployments. No Image Updater. No custom SSO providers. If you need those, stay self-managed. Deep dive: AWS EKS Capabilities: What We Learned After Testing It covers feature comparisons, pricing, and when to use managed vs self-managed. 3. Database Savings Plans and SQL Server Developer Edition Database Savings Plans : Commit to $/hour usage over 1-year term. No upfront payment required. Type Discount Serverless (Aurora, ElastiCache, etc.) Up to 35% Provisioned instances Up to 20% The gap is intentional. AWS wants you on serverless. SQL Server Developer Edition : Now available on RDS. All Enterprise features, no licensing costs. Dev/test environments got cheaper. M7i/R7i with Optimize CPU : Disable SMT, reduce vCPU count by 50%, pay for half the SQL Server licenses. Same physical cores, near-equivalent performance. Why this matters: We audited one project. Found 12 RDS instances on db.t3 (2018 instance family). The migration decision isn't straightforward: → db.t4g: 10% cheaper on-demand, but no discount options at all → db.t3: Older, but Reserved Instance eligible (37% off) → db.r7g: Database Savings Plan eligible, better performance For always-on dev environments, t3 with Reserved Instance can be cheaper than t4g on-demand. Counterintuitive but true. For SQL Server projects, Developer Edition eliminates licensing costs for non-production. That's ~$240/month savings per db.r5.large instance. Deep dive: AWS Database Cost Optimization covers the t3/t4g decision matrix, SQL Server migration path, and when Reserved Instances beat Savings Plans. The pattern across all three AWS is sending clear pricing signals: → Serverless gets better discounts: 35% for serverless databases vs 20% for provisioned → Managed services reduce overhead: EKS Capabilities, Lambda Managed Instances → Latest-gen instances get the deals: r7g/r8g qualify for Savings Plans, t4g doesn't The message: adopt managed services, use latest-gen infrastructure, commit to spend. What's next At INNOMIZE, we're tracking these changes across client projects. The t3 → r7g migration is in progress. We're evaluating EKS Capabilities for new deployments. Lambda Managed Instances is on the roadmap for high-traffic APIs. I'm launching a newsletter called Builds that Last . Covering platform engineering, cloud architecture, and engineering leadership. Subscribe here or connect on LinkedIn . Which announcement impacts your architecture most? Hoang Le is the founder of INNOMIZE , building cloud-native systems for startups and enterprises. Connect on LinkedIn for more on engineering leadership and platform engineering. Top comments (0) Subscribe Personal Trusted User Create template Templates let you quickly answer FAQs or store snippets for re-use. Submit Preview Dismiss Code of Conduct • Report abuse Are you sure you want to hide this comment? It will become hidden in your post, but will still be visible via the comment's permalink . Hide child comments as well Confirm For further actions, you may consider blocking this person and/or reporting abuse Hoang Le Follow Engineering leader. Founder @ INNOMIZE. Building cloud-native systems for startups. Writing about platform engineering and technical leadership at Builds that Last. Location Vietnam Education The Degree of Engineer Information Technology Work Co-Founder, CEO, CTO at INNOMIZE Joined Oct 26, 2019 More from Hoang Le Exploring Serverless Billing Management: Architecture and Cost # aws # serverless # cloudcomputing # technicalsolution Continuous Delivery - Deploying a Node.js app to AWS EC2 using Ansible # devops # ansible # iac re:Invent 2019 announcements # aws # news 💎 DEV Diamond Sponsors Thank you to our Diamond Sponsors for supporting the DEV Community Google AI is the official AI Model and Platform Partner of DEV Neon is the official database partner of DEV Algolia is the official search partner of DEV DEV Community — A space to discuss and keep up software development and manage your software career Home DEV++ Podcasts Videos DEV Education Tracks DEV Challenges DEV Help Advertise on DEV DEV Showcase About Contact Free Postgres Database Software comparisons Forem Shop Code of Conduct Privacy Policy Terms of Use Built on Forem — the open source software that powers DEV and other inclusive communities. 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https://redis.io | Redis - The Real-time Data Platform Skip to: Home Content Footer navigation New from O’Reilly: The memory architecture behind adaptive AI agents Read the report LangCache Products Products Redis Cloud Fully managed and integrated with Google Cloud, Azure, and AWS Redis Software Self-managed software with enterprise-grade compliance and reliability Redis Open Source In-memory database for caching & streaming Redis for AI Faster GenAI apps start here Tools Redis LangCache Redis Insight Redis Data Integration Clients & Connectors Get Redis Downloads Resources Learn Tutorials Quick starts Commands University Knowledge Base Resource Center Blog Demo Center Developer Hub Connect Customer Stories Partners Support Community Events & Webinars Professional Services Latest Releases News & updates Learn how to Build Visit our Developer Hub Docs Pricing Search Login Book a meeting Try Redis LangCache Products Products Redis Cloud Fully managed and integrated with Google Cloud, Azure, and AWS Redis Software Self-managed software with enterprise-grade compliance and reliability Redis Open Source In-memory database for caching & streaming Redis for AI Faster GenAI apps start here Tools Redis LangCache Redis Insight Redis Data Integration Clients & Connectors Get Redis Downloads Resources Learn Tutorials Quick starts Commands University Knowledge Base Resource Center Blog Demo Center Developer Hub Connect Customer Stories Partners Support Community Events & Webinars Professional Services Latest Releases News & updates Learn how to Build Visit our Developer Hub Docs Pricing Try Redis Book a meeting Login Your App is about to get faster Build AI apps with more speed, memory, and accuracy. Try Redis for free Get a demo Trusted by fast companies across the globe Think fast. Build faster. Redis for AI We’re the fast memory layer for chatbots and AI agents. Get ready-to-use tools for building AI apps today. Vector database AI agent memory Semantic search Redis LangCache Lower latency and LLM costs with fully managed semantic caching. Caching Obviously. Redis Insight Develop, debug, and visualize with our free graphical user interface and dev tool. Redis Flex Cache 5X more —at no extra cost. Redis Query Engine Run powerful data queries & search in real-time. Redis Data Integration Sync data from your existing database instantly. Deploy anywhere In the cloud Build on any cloud while we manage Redis for you. Learn more On-prem/hybrid cloud Get the best Redis on the market and manage your own deployments. Learn more Redis Open Source Download Redis 8 and build with free open source software. Download now Works with your tech stack AWS Azure Google Cloud Vercel Heroku NodeJS Java Javascript Golang PHP .Net Python Langchain Kubernetes Docker C++ See all integrations See all integrations Start building in minutes Connect with Redis using trusted libraries in your language of choice. JavaScript Java Python PHP .NET Go The features you need all in one place Build the way you want. We manage scaling so everything just works. Explore docs Active-Active Geo Distribution Get 99.999% uptime and local sub-millisecond latency. Automatic failover Seamlessly switch to a replica with no downtime if your primary server fails. Multiple modern data structures Work with 18 modern data structures, including vector sets, JSON, and more. Clustering Automatically split your data across multiple nodes to improve uptime. Data integration (CDC) Keep Redis updated with real-time changes from your system of record. Flexible deployment Run Redis anywhere—cloud, on-prem, or hybrid. You’re in control. Join the Redis community By developers, for developers GitHub Discord Get started Speak to a Redis expert and learn more about enterprise-grade Redis today. Try Redis Talk to sales Trust Privacy Terms of use Legal notices English Español Français Deutsch 한국어 Italiano Português Use cases Vector database Feature stores Semantic cache Caching NoSQL database Leaderboards Data deduplication Messaging Authentication token storage Fast data ingest Query caching Redis Query Engine All solutions Industries Financial Services Gaming Healthcare Retail All industries Compare Redis vs. ElastiCache Redis vs. Memcached Redis vs. Memorystore Redis vs. Redis Open Source Company Mission & values Careers News Connect Community Events & Webinars Partners Amazon Web Services Google Cloud Azure All partners Support Professional Services Support English Español Français Deutsch 한국어 Italiano Português Trust Privacy Terms of use Legal notices | 2026-01-13T08:48:10 |
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Now enhanced with: MCP Servers Embedded Reporting Document Processing Libraries SSO Account Sign-in Web Kendo UI UI for Angular UI for Vue UI for jQuery KendoReact UI for Blazor UI for ASP.NET Core UI for ASP.NET MVC UI for ASP.NET AJAX Mobile UI for .NET MAUI Document Management Telerik Document Processing Desktop UI for .NET MAUI UI for WinUI UI for WinForms UI for WPF Reporting Telerik Reporting Telerik Report Server Testing & Mocking Test Studio Telerik JustMock CMS Sitefinity AI Productivity Tools MCP Servers UI/UX Tools ThemeBuilder Design System Kit Templates and Building Blocks Debugging Fiddler Fiddler Everywhere Fiddler Classic Fiddler Everywhere Reporter FiddlerCore Free Tools KendoReact Free VB.NET to C# Converter Testing Framework View all products Demos Services Blogs Docs & Support Pricing Shopping cart Your Account Account Overview Your Licenses Downloads Support Center Forum Profile Payment Methods Edit Profile Log out Login Contact Us Get A Free Trial close mobile menu Telerik and Kendo UI Component Libraries + AI Coding Tools Powerful AI Tools for Business App Development Faster development, fewer repetitive tasks and more time for what matters—building high-impact apps. Get Started with AI AI Productivity Across Telerik & Kendo UI Teams have relied on our UI libraries to build business apps the right way for decades. Our AI Tools bring deep context from that codebase into your IDE. AI Coding Assistants: Generate component code and get help setting them up. Agentic UI Generator: Create entire styled and themed pages with multiple components. You stay in control: Let AI handle repetitive setup while you review clean outputs based on our data Choose Your Workflow – Start with the Assistant, Scale with the Agent MCP servers that add Telerik and Kendo context to your AI-enabled editor. Generate and configure components, scaffold and refactor code, get API-aware explanations, and pull in docs to troubleshoot. Includes AI Assistant and more Agentic UI Generator AI Coding Assistant Telerik Agentic UI Generator Turn prompts into working pages built on Telerik and/or Kendo UI. Easily integrating with your already existing workflow, the AI UI Generator understands our components and patterns, fits enterprise needs and outputs clean code you can keep. Gain up to 50% extra productivity Automate layout building, scaffolding and styling of entire pages, connect multiple components together Works seamlessly with your own IDE, no workflow change needed Accessibility, performance, and best practices make it suitable for enterprise level complex projects Impact of Context-Aware AI Tools Without You hand-assemble a page. Choose layout, wire a grid to data, add a form, set routing, apply theme, repeat across screens. With You describe the page. The Agent picks the right components, sets layout and theme, binds data and writes code in your project. You review the diff, tweak props and commit. Supported Frameworks Blazor Angular React more coming soon INSTALL Remote MCP Server Prerequisite: To make use of the MCP servers you must have an already set up IDE and an active Telerik subscription or trial. ACCESS DevCraft Complete subscription DevCraft Ultimate subscription Telerik and Kendo AI Coding Assistants The Progress® Telerik® and Progress® Kendo UI® AI Coding Assistants are MCP servers that provide proprietary context to your AI-enabled IDE of choice. Gain up to 30% extra efficiency or more by generating specialized code Automate repetitive tasks such as generating code for adding new or configuring existing components Based on Telerik and Kendo UI API, Docs, source code, and examples Fetches info from documentation and helps troubleshoot any component problem Impact of Context-Aware AI Tools Without Generic AI guesses component names and props, gives wrong imports and outdated patterns. You spend time fixing bindings and examples. With The Assistant understands Telerik and Kendo UI. It suggests the right APIs, adds the correct imports, configures bindings and explains why, so the code runs with less rework. Supported Frameworks Blazor React Angular jQuery Reporting WPF WinForms DPL .NET MAUI ASP.NET Core ASP.NET MVC ASP.NET AJAX INSTALL MCP server via NPM and NuGet Prerequisite: To make use of the MCP servers you must have an already set up IDE and an active Telerik subscription or trial. ACCESS Included in all active subscriptions Everything a Developer Needs from AI AI that works inside your IDE and knows Telerik & Kendo UI—so code compiles cleaner and pages come together faster. Grounded in Telerik & Kendo UI Code suggestions and explanations use our docs, APIs, and examples for precise, usable output. Use What You Need Just need component help? Use the Coding Assistant. Want to set up, style and theme pages with a single prompt? Upgrade to the Agentic UI Generator. Use Your LLM Use the LLM that's best for the job. That includes OpenAI, Gemini, Anthropic, Mistral and more. You can also use your local mode for improved security. Work in Your Favorite IDE Get via MCP server and use it directly in the editor you already work in - no workflow changes. Fits Your Environment Data handling follows your environment and policies. Designed for complex or enterprise workflows. Included with Your Subscription AI Coding Assistants come with any active subscription; the Agent is available in DevCraft Complete or Ultimate. Try for free with a trial. Try Telerik and Kendo UI MCP Servers Trying is free and easy following these simple steps. And remember, everything happens in your favorite IDE. Don't Yet Have a Telerik or Kendo UI Library Already Have a Telerik or Kendo UI Library The MCP servers are part of our product trial. Select a product below and start a trial. 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Select a component library to try Select a component library to try Agentic UI Generator And AI Coding Assistant Telerik UI for Blazor Kendo UI for Angular KendoReact AI Coding Assistant Kendo UI for jQuery Telerik UI for ASP.NET Core Telerik UI for ASP.NET MVC Telerik UI for ASP.NET AJAX Telerik UI for .NET MAUI Telerik UI for WPF Telerik UI for WinForms Telerik Reporting Telerik Document Processing Get Started with AI Install the Telerik or Kendo UI MCP Server. A link to the documentation can be found in your Getting Started material. Kendo UI 2024 Q2 Release Webinar - Kendo UI for Angular, jQuery, Vue and KendoReact MCP servers that add Telerik and Kendo context to your AI-enabled editor. Generate and configure components, scaffold and refactor code, get API-aware explanations, and pull in docs to troubleshoot. Video Video Title Video Video Title Video Video Title 1 Video Video Title 2 Video Video Title 3 Video Video Title 4 Video Video Title 5 What Our Customers Say When trying out new components, the Telerik Coding Assistant for Blazor help us get going quickly. Instead of diving deep into the documentation, we simply ask it to use a component and use our code structure, and we're instantly 90% of the way there. Eric Johansson Software Engineer, CeriQ and Microsoft MVP Progress Telerik isn’t just adding AI for hype—it’s thoughtfully embedding intelligent features into its platform to genuinely boost developer productivity. By focusing on practical integrations, Progress delivers AI solutions that make a real difference for software teams and their workflows. Steve Melan Architect, Microsoft MVP Buy a Subscription for Full Access These are our most popular packages. KendoUI Subscription license $ 899 per developer, per year Buy Now Kendo UI AI Coding Assistant Over 100 components each for React, Angular, Vue, and jQuery ThemeBuilder Ultimate Professional Technical Support DevCraft Complete Subscription license $ 1,299 per developer, per year Buy Now Everything in Kendo UI Subscription Telerik Agentic UI Generator and AI Coding Assistants Component libraries for Blazor, ASP.NET Core/MVC/AJAX, MAUI, WinForms, WPF, + more. Telerik Reporting Telerik JustMock DevCraft Ultimate Subscription license $ 1,649 per developer, per year Buy Now Everything in Devcraft Complete Subscription End-to-end report management solution ThemeBuilder Enterprise See all options on our Pricing Page Frequently Asked Questions What’s the difference between the AI Coding Assistants and the Telerik Agentic UI Generator? Assistants speed component work inside your IDE. The Agent automates full pages and layouts and includes all Assistant capabilities. How do models and data work? You choose the model, including self hosted or local. Data handling follows your environment and policies. Best results via Claude Sonnet 4 and ChatGPT 5 or newer. How do I install and get my first success? Install the Assistant or connect MCP, run your first prompt, review and apply. For the Agent connect MCP, ask for a page, review and commit. How is it licensed and how do I try it? AI Coding Assistants are included in any active subscriptions. The Agent is in DevCraft Complete or DevCraft Ultimate and you can request a demo from this page. 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https://dev.to/askrishnapravin/for-loop-vs-map-for-making-multiple-api-calls-3lhd#comment-1fmmo | for loop vs .map() for making multiple API calls - DEV Community Forem Feed Follow new Subforems to improve your feed DEV Community Follow A space to discuss and keep up software development and manage your software career Future Follow News and discussion of science and technology such as AI, VR, cryptocurrency, quantum computing, and more. Open Forem Follow A general discussion space for the Forem community. If it doesn't have a home elsewhere, it belongs here Gamers Forem Follow An inclusive community for gaming enthusiasts Music Forem Follow From composing and gigging to gear, hot music takes, and everything in between. Vibe Coding Forem Follow Discussing AI software development, and showing off what we're building. Popcorn Movies and TV Follow Movie and TV enthusiasm, criticism and everything in-between. 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Report Abuse Krishna Pravin Posted on May 14, 2020 • Edited on May 29, 2020 for loop vs .map() for making multiple API calls # javascript # api # async Promise / async-await is used for making API calls. const response = await fetch ( `https://jsonplaceholder.typicode.com/todos/1` ) const todo = await response . json () console . log ( todo ) Enter fullscreen mode Exit fullscreen mode Assuming I have a list of ids of todo items and I want the title of all them then I shall use the below snippet inside an async function const todoIdList = [ 1 , 2 , 3 , 4 ] for ( const id of todoIdList ) { const response = await fetch ( `https://jsonplaceholder.typicode.com/todos/ ${ id } ` ) const todo = await response . json () console . log ( todo . title ) } Enter fullscreen mode Exit fullscreen mode This same can be written with any of these for , for...in , for...of loops. Assuming each API request arbitrarily takes 100ms exactly, the total time taken for getting the details of four todo items will have to be greater than 400ms if we use any of the above-mentioned loops. This execution time can be drastically reduced by using .map() . const todoIdList = [ 1 , 2 , 3 , 4 ] await Promise . all ( todoIdList . map ( async ( id ) => { const response = await fetch ( `https://jsonplaceholder.typicode.com/todos/ ${ id } ` ) const todo = await response . json () console . log ( todo . title ) }) ) Enter fullscreen mode Exit fullscreen mode Adding timers const todoIdList = [ 1 , 2 , 3 , 4 ] console . time ( ' for {} ' ); for ( const id of todoIdList ) { const response = await fetch ( `https://jsonplaceholder.typicode.com/todos/ ${ id } ` ) const todo = await response . json () console . log ( todo . title ) } console . timeEnd ( ' for {} ' ); console . time ( ' .map() ' ); await Promise . all ( todoIdList . map ( async ( id ) => { const response = await fetch ( `https://jsonplaceholder.typicode.com/todos/ ${ id } ` ) const todo = await response . json () console . log ( todo . title ) }) ) console . timeEnd ( ' .map() ' ); Enter fullscreen mode Exit fullscreen mode The Reason for loop for loop goes to the next iteration only after the whole block's execution is completed. In the above scenario only after both the promises(await) gets resolved , for loop moves to the next iteration and makes the API call for the next todo item. .map() .map() moves on to the next item as soon as a promise is returned . It does not wait until the promise is resolved. In the above scenario, .map() does not wait until the response for todo items comes from the server. It makes all the API calls one by one and for each API call it makes, a respective promise is returned. Promise.all waits until all of these promises are resolved. async/await is syntactic sugar for Promises It will be more clear if the same code is written without async/await const todoIdList = [ 1 , 2 , 3 , 4 ] console . time ( ' .map() ' ) Promise . all ( todoIdList . map ( id => { return new Promise (( resolve ) => { fetch ( `https://jsonplaceholder.typicode.com/todos/ ${ id } ` ) . then ( response => { return new Promise (() => { response . json () . then ( todo => { console . log ( todo . title ) resolve () }) }) }) }) }) ) . then (() => { console . timeEnd ( ' .map() ' ); }) Enter fullscreen mode Exit fullscreen mode It is not possible to mimic the respective code for for loop by replacing async/await with Promises because, the control which triggers the next iteration will have to written within the .then() block. This piece of code will have to be created within the JS engine. All the snippets are working code, you can try it directly in the browser console. Note: snippets need to be enclosed within an async function except for the last one use Axios or any other suitable library if fetch is not available. Let me know if there is an even better and easy/short way of making API calls. Also, do not forget to mention any mistakes I've made or tips, suggestions to improve this content. Top comments (6) Subscribe Personal Trusted User Create template Templates let you quickly answer FAQs or store snippets for re-use. Submit Preview Dismiss Collapse Expand Quinn Quinn Quinn Follow Joined Jun 28, 2021 • Jun 28 '21 Dropdown menu Copy link Hide Not really a fair comparison. Map is creating a new array of promises then asynchronously executing them. To do this with a for loop you would do something like this: const todoIdList = [1, 2, 3, 4] const promiseList = [] for (const id of todoIdList) { const response = fetch( https://jsonplaceholder.typicode.com/todos/${id} ) promiseList.push(response.json()) } const responses = Promise.all(promiseList) Like comment: Like comment: 5 likes Like Comment button Reply Collapse Expand Krishna Pravin Krishna Pravin Krishna Pravin Follow Location Bangalore, India Education B. Tech IT Work Software Engineer - Full Stack at Gyanmatrix Technologies Joined Jun 10, 2019 • Jul 26 '21 Dropdown menu Copy link Hide This approach looks good. Pushing the promises into an array within for loop will achieve concurrency. But when we have a need for more than one await inside the block, it will not work. In the above code, response.json() won't work because response is a promise, it won't have json() method. Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand Yogendra Yogendra Yogendra Follow Location Bengaluru, India Work Web Developer at LayerIV Joined Sep 25, 2020 • Jan 31 '21 Dropdown menu Copy link Hide This is quite great. But, could you tell me what is the optimum way to resolve multiple promises and get their statuses, as Promise.all() fails as soon as any of the Promise rejects? I heard of Promise.allSettled() but is only available in recent versions of ES. Thanks!! Like comment: Like comment: 2 likes Like Comment button Reply Collapse Expand Krishna Pravin Krishna Pravin Krishna Pravin Follow Location Bangalore, India Education B. Tech IT Work Software Engineer - Full Stack at Gyanmatrix Technologies Joined Jun 10, 2019 • Feb 9 '21 Dropdown menu Copy link Hide Shim: npmjs.com/package/promise.allsettled Polyfill: logic24by7.com/promise-allsettled-... Like comment: Like comment: Like Comment button Reply Collapse Expand Rajesh Moka Rajesh Moka Rajesh Moka Follow I am a front end developer. I like building stuff with react. Location India Work Front End Developer at Tata Consultancy Services Joined May 27, 2020 • Jan 20 '21 Dropdown menu Copy link Hide This is a great article. I had trouble understanding the last example without async await but with promises. I knew promise.all takes promises array as an argument, but why did we write promise in each fetch call? Can u explain a little Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand Krishna Pravin Krishna Pravin Krishna Pravin Follow Location Bangalore, India Education B. Tech IT Work Software Engineer - Full Stack at Gyanmatrix Technologies Joined Jun 10, 2019 • Jan 29 '21 Dropdown menu Copy link Hide The last example(using promise) is the same as the previous one(using await). We have a promise inside fetch because parsing response as json response.json() returns a promise. For each API call, Promise.all() will first wait for the API call's response to arrive, and then it will wait for the json parsing to complete. When Promise.all takes an array of promises, it will wait for all the inner promises as well to get resolved. Like comment: Like comment: 1 like Like Comment button Reply Code of Conduct • Report abuse Are you sure you want to hide this comment? It will become hidden in your post, but will still be visible via the comment's permalink . Hide child comments as well Confirm For further actions, you may consider blocking this person and/or reporting abuse Krishna Pravin Follow Location Bangalore, India Education B. 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https://dev.to/challenges/kendoreact-2025-09-10#main-content | KendoReact Free Components Challenge - DEV Challenge - DEV Community Forem Feed Follow new Subforems to improve your feed DEV Community Follow A space to discuss and keep up software development and manage your software career Future Follow News and discussion of science and technology such as AI, VR, cryptocurrency, quantum computing, and more. Open Forem Follow A general discussion space for the Forem community. If it doesn't have a home elsewhere, it belongs here Gamers Forem Follow An inclusive community for gaming enthusiasts Music Forem Follow From composing and gigging to gear, hot music takes, and everything in between. Vibe Coding Forem Follow Discussing AI software development, and showing off what we're building. Popcorn Movies and TV Follow Movie and TV enthusiasm, criticism and everything in-between. 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A space to share projects, ask questions, and discuss server-driven templating Dropdown menu Dropdown menu Skip to content Navigation menu Search Powered by Algolia Search Log in Create account Forem Close Challenges > KendoReact Free Components Challenge CHALLENGE RESULTS 🏆 Winners Announced! 🎊 Congrats to the latest KendoReact Free Components Challenge Winners! Read Announcement Challenge ends soon! Submit your entry now DAYS : HOURS : MINUTES : SECONDS See prompts KendoReact Free Components Challenge View Entries Please sign in to follow this challenge Build without boundaries! Challenge Status: Ended Ended Join our next Challenge We're excited to announce the return of a beloved challenge! Running through September 28 , our latest KendoReact Free Components Challenge invites you to explore KendoReact's free UI components and discover how their AI tools can accelerate your workflow. With 50+ free components available, you'll have everything you need to build a polished, high-performing and accessible application. There are three ways to win this challenge! We'll select one overall prompt winner and a winner for each additional prize category. Each winner will receive: $1,000 USD Exclusive DEV Badge DEV++ Membership All Participants with a valid submission will receive a completion badge on their DEV profile. Key Dates Contest start: September 10, 2025 Submissions due: September 28, 2025 Winners announced: October 09, 2025 Badge Rewards Challenge Completion Badge Challenge Winner Badge Find Out More Ask questions and share your ideas on the KendoReact Free Components Challenge Launch Post. View Launch Post Sponsored by Progress Master the art of React UI with the only React component library you need! KendoReact is a professional UI kit on a mission to help you design & build beautiful apps with React much faster. Learn More → Challenge Prompt Build Without Boundaries For this challenge, what you build is entirely up to you as long as you build a React app of your choice that utilizes at least 10 free KendoReact UI components . Show us your creativity and demonstrate the versatility of KendoReact's component library! Additional Prize Categories In addition to our overall prompt, submissions may qualify for two additional prize categories: Code Smarter, Not Harder : Use the KendoReact AI Coding Assistant to help build part (or all) of your app. Start a 30-day free trial (no credit card required) and make sure to describe where and how you used the AI Coding Assistant in your submission! RAGs to Riches : There's a brand new member of the Progress family: Nuclia ! This RAG-as-a-service tool makes deploying Agentic RAG a breeze. Include it in your app (requires starting a 14-day trial, no credit card required), share your experience, and qualify for this additional prize category! How To Participate In order to participate, you will need to publish a post using our submission template below. You are welcome to use any framework as long as the UI is powered by React, and you include at least 10 KendoReact Free Components in your submission. Submission Template Judging Criteria: Use of underlying technology Usability and User Experience Accessibility Creativity Helpful Links & Resources We encourage all participants to join the Progress Labs Discord to connect with others building with KendoReact and Nuclia. This is a place to find teammates, ask questions, or just chat! Helpful Links KendoReact Free Components KendoReact Documentation React AI Coding Assistant Nuclia RAG Platform Nuclia Documentation Frequently Asked Questions Participation Can I submit to multiple prompts? Yes, you are welcome to submit to multiple prompts. Can one submission qualify for multiple prompts? Yes, if your submission offers a solution to multiple prompts, it can qualify for multiple prompts. Can I submit to a prompt more than once? Yes, you can submit multiple submissions per prompt but you'll need to publish a separate post for each submission. In the event that you may win two or more prompts, and your submission is very close with another participant, we will favor the other participant. In the event that you do win two or more prompts, you will only receive one winner badge. Can I work on a team? Yes, you can work on teams of up to four people. If you collaborate with anyone, you'll need to list their DEV handles in your submission post so we can award a badge to your entire team! Please only publish one submission per team. DEV does not handle prize-splitting, so in the event that your submission wins the cash prize, you will need to split that amongst yourselves. Thank you for understanding! How old do I have to be to participate? Participants need to be 18+ in order to participate. If I live in X, am I eligible to participate? For eligibility rules, see our official challenge rules . Submission Can my submission include open source code? Riffing on open source code and borrowing and improving on previous work/ideas is encouraged but it's important your changes are significant enough to ensure your submission is valid. When does riffing become plagiarism? It will depend, but transparency is important, license compatibility is important. You can use someone else's code to give you a jumpstart to demonstrate your ideas on top of someone else's base, but not just re-package the base. It should be clear to the judges what you added to the project in terms of the code and conceptual inspiration. This means, you should clearly state what you were building on and what elements are original to this new submission. When building on existing code, we expect a significant change that adds something tangible to the output. i.e. a new animation, and new sprite, a new function, a new presentation. Not just changes to the source - i.e. changing colours, changing one sprite, changing one function. What happens if my submission is considered plagiarized or invalid? Anything deemed to be plagiarism will not be eligible for prizes. Incidental plagiarism may simply result in your disqualification from the challenge (regardless of the number of other valid submissions you have published). Egregious plagiarism will result in your suspension from DEV entirely. Any non-generic, non-trivial usage of prior work, including open source code must be credited in your submission. Do submissions have to be in English? Non-english submissions are eligible for a completion badge but not eligible for prizes due to the current limitations of our judges. We will not be judging on mastery of the English language, so please don't let this deter you from submitting if you are not a native English speaker! We hope to evolve this in the future to be more accommodating. Do I need a license for my code? You are not required to license your code but we strongly recommend that you do. Here are some you may consider: MIT , Apache , BSD-2 , BSD-3 , or Commons Clause . Can I use AI? Use of AI is allowed as long as all other rules are followed. We want to give you a chance to show off your skills in realistic scenarios. If you use AI tools to help you achieve your submission, all the power to you. How do I embed my project directly into my DEV post? Our editor supports many types of embeds, including: Stackbliz, Glitch, Github, etc. You can typically use the {% embed https://... %} syntax directly in the post. Click here for more information on our markdown support. For CodePen, you will need to use this syntax: {% codepen http://... %} For CodeSandbox, you will need to use this syntax: {% codesandbox http://... %} Judging and Prizing Can there be ties? In the event of a tie in scoring between judges, the judges will select the entry that received the highest number of positive reactions on their DEV post to determine the winner. How will I know if I won? Winners will be announced in a DEV post on the winner announcement date noted in our key dates section. When will I receive my DEV badge? Both participation and winner badges will be awarded, in most cases, the same day as the winner announcement. When will I receive my prizes? The DEV Team will contact you via the email associated with your DEV profile within, at most, 10 business days of the announcement date to share the details of claiming your prizes. What steps do I need to take to receive my cash prize? The winner (including each member of a team) may be required to sign and return an affidavit of eligibility and publicity/liability release, and provide any additional tax filing information (such as a W-9, social security number or Federal tax ID number) within seven (7) business days following the date of your first email notification. KendoReact Free Components Challenge Rules NO PURCHASE NECESSARY. Open only to 18+. Contest entry period begins September 10, 2025 at 9:00 AM PDT and ends September 28, 2025 at 11:59 PM PDT. Contest is void where prohibited or restricted by law or regulation. All entries must be submitted during the contest period. For Official Rules, see KendoReact Free Components Challenge Contest Rules and General Contest Official Rules . 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https://dev.to/t/gamedev/page/6 | Game Dev Page 6 - DEV Community Forem Feed Follow new Subforems to improve your feed DEV Community Follow A space to discuss and keep up software development and manage your software career Future Follow News and discussion of science and technology such as AI, VR, cryptocurrency, quantum computing, and more. Open Forem Follow A general discussion space for the Forem community. If it doesn't have a home elsewhere, it belongs here Gamers Forem Follow An inclusive community for gaming enthusiasts Music Forem Follow From composing and gigging to gear, hot music takes, and everything in between. Vibe Coding Forem Follow Discussing AI software development, and showing off what we're building. Popcorn Movies and TV Follow Movie and TV enthusiasm, criticism and everything in-between. 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A space to share projects, ask questions, and discuss server-driven templating Dropdown menu Dropdown menu Skip to content Navigation menu Search Powered by Algolia Search Log in Create account DEV Community Close Game Dev Follow Hide 👾 👾 👾 Create Post submission guidelines Write! Just keep it clean and civil! about #gamedev From GameMaker Studio to Unity, RPG Maker to 6502 assembly - this is your stop for all things related to game development! However, please make sure that your post is about DEVELOPING A GAME, or TOOLS THAT DEVELOPERS CAN USE, but please make sure they are tools MADE for developers, not just tools like twitter. That can go in topics like #socialmedia. Older #gamedev posts 3 4 5 6 7 8 9 10 11 Posts Left menu 👋 Sign in for the ability to sort posts by relevant , latest , or top . Right menu The Anti-Framework Idea that turned into FUBARos - Clippy’s Revenge Jason C Jason C Jason C Follow Dec 13 '25 The Anti-Framework Idea that turned into FUBARos - Clippy’s Revenge # gamedev # programming # webdev # javascript 3 reactions Comments Add Comment 6 min read What LiveOps Really Is and What It Can Achieve Rodrigo Nobrega Rodrigo Nobrega Rodrigo Nobrega Follow Dec 8 '25 What LiveOps Really Is and What It Can Achieve # liveops # gamedev Comments Add Comment 3 min read How to Escape Tutorial Hell (As a Beginner Game Dev) Without Becoming a “Framework Collector" Kevin Bjorvand Kevin Bjorvand Kevin Bjorvand Follow Dec 30 '25 How to Escape Tutorial Hell (As a Beginner Game Dev) Without Becoming a “Framework Collector" # gamedev # learning # productivity # beginners 1 reaction Comments 1 comment 4 min read The Unsafe Illusion: Benchmarking C# Pointers vs. Safe Arrays in Unity Furkan Kırat Furkan Kırat Furkan Kırat Follow Dec 11 '25 The Unsafe Illusion: Benchmarking C# Pointers vs. Safe Arrays in Unity # csharp # dotnet # gamedev # performance 2 reactions Comments Add Comment 5 min read I Quit My Job to Build the Game Dev Platform I Wish Existed Jonas Olofsson Jonas Olofsson Jonas Olofsson Follow Dec 30 '25 I Quit My Job to Build the Game Dev Platform I Wish Existed # gamedev # vibecoding # founder # bootstrap 1 reaction Comments Add Comment 3 min read MiniScript Road Map for 2026 JoeStrout JoeStrout JoeStrout Follow Dec 30 '25 MiniScript Road Map for 2026 # miniscript # minimicro # programming # gamedev 5 reactions Comments Add Comment 7 min read Breaking Our 3D Barrier: Building a Halloween Horror Game with Kiro Mujtaba Naik Mujtaba Naik Mujtaba Naik Follow Dec 5 '25 Breaking Our 3D Barrier: Building a Halloween Horror Game with Kiro # kiro # gamedev # halloween # webdev Comments Add Comment 4 min read FUBAR OS: A throwback to simpler development Jason C Jason C Jason C Follow Dec 10 '25 FUBAR OS: A throwback to simpler development # webdev # programming # javascript # gamedev 3 reactions Comments Add Comment 2 min read I Built a Virtual Pet Game Where You Raise an AI Yuuichi Eguchi Yuuichi Eguchi Yuuichi Eguchi Follow Dec 6 '25 I Built a Virtual Pet Game Where You Raise an AI # webdev # gamedev Comments Add Comment 1 min read BUBUVERSE Introduces Real-Time PvP Dice (Beta) — A Technical Look at the New GameFi Layer bubuverse bubuverse bubuverse Follow Dec 6 '25 BUBUVERSE Introduces Real-Time PvP Dice (Beta) — A Technical Look at the New GameFi Layer # webdev # ai # web3 # gamedev Comments Add Comment 2 min read ⚡ Real-Time Multiplayer Games: How to Build Online Games That Connect Players Instantly Okoye Ndidiamaka Okoye Ndidiamaka Okoye Ndidiamaka Follow Dec 6 '25 ⚡ Real-Time Multiplayer Games: How to Build Online Games That Connect Players Instantly # interactiveweb # gamedev # webdev # uxdesign Comments Add Comment 3 min read Neovim Unreal Engine: P4 Support, Macro Wizards, and Context-Aware Docs! 🚀(2025/12/04) taku25 taku25 taku25 Follow Dec 4 '25 Neovim Unreal Engine: P4 Support, Macro Wizards, and Context-Aware Docs! 🚀(2025/12/04) # neovim # unrealengine # gamedev # cpp Comments Add Comment 3 min read Game Dev Digest — Issue #309 - Unity 6.3 LTS, Plus More Game Dev Digest - The Newsletter On Unity Game Dev Game Dev Digest - The Newsletter On Unity Game Dev Game Dev Digest - The Newsletter On Unity Game Dev Follow Dec 5 '25 Game Dev Digest — Issue #309 - Unity 6.3 LTS, Plus More # news # gamedev # unity3d # csharp Comments Add Comment 8 min read My 12-Month Journey Building 17 Browser Games (No Downloads, Just Play) Jason Guo Jason Guo Jason Guo Follow Jan 6 My 12-Month Journey Building 17 Browser Games (No Downloads, Just Play) # showdev # ai # gamedev # javascript 3 reactions Comments 2 comments 7 min read Weekly update #20 Aby Noctel Aby Noctel Aby Noctel Follow Dec 3 '25 Weekly update #20 # devlog # gamedev # godot Comments Add Comment 1 min read Getting Started with 2D Games Using Pyxel (Part 1): Introduction Kajiru Kajiru Kajiru Follow Jan 6 Getting Started with 2D Games Using Pyxel (Part 1): Introduction # python # gamedev # tutorial # pyxel 1 reaction Comments Add Comment 2 min read 5 Physics Systems You Can Build in Scratch (With Working Code) ItsMyBot ItsMyBot ItsMyBot Follow Dec 2 '25 5 Physics Systems You Can Build in Scratch (With Working Code) # scratch # gamedev # tutorial # beginners Comments Add Comment 3 min read Managing Complex State: From Dynamic Depth Charts to Tactical Game Grids wwx516 wwx516 wwx516 Follow Dec 2 '25 Managing Complex State: From Dynamic Depth Charts to Tactical Game Grids # gamedev # programming # architecture # computerscience Comments Add Comment 2 min read A Solo Game Developer who uses only Free & Open Source Tools Tom Nijhof Tom Nijhof Tom Nijhof Follow Jan 4 A Solo Game Developer who uses only Free & Open Source Tools # programming # gamedev # godot # blender 2 reactions Comments Add Comment 5 min read AWS Use Cases | Enhanced Streak System for Game Portal with Leaderboards & Rewards Minoltan Issack Minoltan Issack Minoltan Issack Follow Dec 1 '25 AWS Use Cases | Enhanced Streak System for Game Portal with Leaderboards & Rewards # gamedev # serverless # aws # architecture Comments Add Comment 6 min read From a Simple JavaScript Prototype to a Full Unity WebGL Game: Rebuilding Hemi’s Chicken Hunt Tyler Johnston-Kent Tyler Johnston-Kent Tyler Johnston-Kent Follow Dec 2 '25 From a Simple JavaScript Prototype to a Full Unity WebGL Game: Rebuilding Hemi’s Chicken Hunt # gamedev # softwaredevelopment # webdev # website Comments Add Comment 3 min read Level Up! The Art of Designing Game Progression and Player Rewards Mike Sorrenti Mike Sorrenti Mike Sorrenti Follow Dec 1 '25 Level Up! The Art of Designing Game Progression and Player Rewards # design # gamedev # ux Comments Add Comment 11 min read 🎮 Learning Game Development – Day 9 Dinesh Dinesh Dinesh Follow Jan 4 🎮 Learning Game Development – Day 9 # gamedev # cpp # webdev # beginners Comments Add Comment 2 min read Building a Robust Blackjack Engine: Key Architecture Decisions for Game Developers Bob Packer Bob Packer Bob Packer Follow Dec 1 '25 Building a Robust Blackjack Engine: Key Architecture Decisions for Game Developers # gamedev # gamechallenge # development # programming Comments Add Comment 4 min read I Built a Deckbuilder Game Engine with Kiro: From Specs to "Slay the Spire" Michael G. Inso Michael G. Inso Michael G. Inso Follow Dec 1 '25 I Built a Deckbuilder Game Engine with Kiro: From Specs to "Slay the Spire" # kiro # gamedev # typescript # ai Comments Add Comment 3 min read loading... 💎 DEV Diamond Sponsors Thank you to our Diamond Sponsors for supporting the DEV Community Google AI is the official AI Model and Platform Partner of DEV Neon is the official database partner of DEV Algolia is the official search partner of DEV DEV Community — A space to discuss and keep up software development and manage your software career Home DEV++ Podcasts Videos DEV Education Tracks DEV Challenges DEV Help Advertise on DEV DEV Showcase About Contact Free Postgres Database Software comparisons Forem Shop Code of Conduct Privacy Policy Terms of Use Built on Forem — the open source software that powers DEV and other inclusive communities. Made with love and Ruby on Rails . DEV Community © 2016 - 2026. We're a place where coders share, stay up-to-date and grow their careers. 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Report Abuse Krishna Pravin Posted on May 14, 2020 • Edited on May 29, 2020 for loop vs .map() for making multiple API calls # javascript # api # async Promise / async-await is used for making API calls. const response = await fetch ( `https://jsonplaceholder.typicode.com/todos/1` ) const todo = await response . json () console . log ( todo ) Enter fullscreen mode Exit fullscreen mode Assuming I have a list of ids of todo items and I want the title of all them then I shall use the below snippet inside an async function const todoIdList = [ 1 , 2 , 3 , 4 ] for ( const id of todoIdList ) { const response = await fetch ( `https://jsonplaceholder.typicode.com/todos/ ${ id } ` ) const todo = await response . json () console . log ( todo . title ) } Enter fullscreen mode Exit fullscreen mode This same can be written with any of these for , for...in , for...of loops. Assuming each API request arbitrarily takes 100ms exactly, the total time taken for getting the details of four todo items will have to be greater than 400ms if we use any of the above-mentioned loops. This execution time can be drastically reduced by using .map() . const todoIdList = [ 1 , 2 , 3 , 4 ] await Promise . all ( todoIdList . map ( async ( id ) => { const response = await fetch ( `https://jsonplaceholder.typicode.com/todos/ ${ id } ` ) const todo = await response . json () console . log ( todo . title ) }) ) Enter fullscreen mode Exit fullscreen mode Adding timers const todoIdList = [ 1 , 2 , 3 , 4 ] console . time ( ' for {} ' ); for ( const id of todoIdList ) { const response = await fetch ( `https://jsonplaceholder.typicode.com/todos/ ${ id } ` ) const todo = await response . json () console . log ( todo . title ) } console . timeEnd ( ' for {} ' ); console . time ( ' .map() ' ); await Promise . all ( todoIdList . map ( async ( id ) => { const response = await fetch ( `https://jsonplaceholder.typicode.com/todos/ ${ id } ` ) const todo = await response . json () console . log ( todo . title ) }) ) console . timeEnd ( ' .map() ' ); Enter fullscreen mode Exit fullscreen mode The Reason for loop for loop goes to the next iteration only after the whole block's execution is completed. In the above scenario only after both the promises(await) gets resolved , for loop moves to the next iteration and makes the API call for the next todo item. .map() .map() moves on to the next item as soon as a promise is returned . It does not wait until the promise is resolved. In the above scenario, .map() does not wait until the response for todo items comes from the server. It makes all the API calls one by one and for each API call it makes, a respective promise is returned. Promise.all waits until all of these promises are resolved. async/await is syntactic sugar for Promises It will be more clear if the same code is written without async/await const todoIdList = [ 1 , 2 , 3 , 4 ] console . time ( ' .map() ' ) Promise . all ( todoIdList . map ( id => { return new Promise (( resolve ) => { fetch ( `https://jsonplaceholder.typicode.com/todos/ ${ id } ` ) . then ( response => { return new Promise (() => { response . json () . then ( todo => { console . log ( todo . title ) resolve () }) }) }) }) }) ) . then (() => { console . timeEnd ( ' .map() ' ); }) Enter fullscreen mode Exit fullscreen mode It is not possible to mimic the respective code for for loop by replacing async/await with Promises because, the control which triggers the next iteration will have to written within the .then() block. This piece of code will have to be created within the JS engine. All the snippets are working code, you can try it directly in the browser console. Note: snippets need to be enclosed within an async function except for the last one use Axios or any other suitable library if fetch is not available. Let me know if there is an even better and easy/short way of making API calls. Also, do not forget to mention any mistakes I've made or tips, suggestions to improve this content. Top comments (6) Subscribe Personal Trusted User Create template Templates let you quickly answer FAQs or store snippets for re-use. Submit Preview Dismiss Collapse Expand Quinn Quinn Quinn Follow Joined Jun 28, 2021 • Jun 28 '21 Dropdown menu Copy link Hide Not really a fair comparison. Map is creating a new array of promises then asynchronously executing them. To do this with a for loop you would do something like this: const todoIdList = [1, 2, 3, 4] const promiseList = [] for (const id of todoIdList) { const response = fetch( https://jsonplaceholder.typicode.com/todos/${id} ) promiseList.push(response.json()) } const responses = Promise.all(promiseList) Like comment: Like comment: 5 likes Like Comment button Reply Collapse Expand Krishna Pravin Krishna Pravin Krishna Pravin Follow Location Bangalore, India Education B. Tech IT Work Software Engineer - Full Stack at Gyanmatrix Technologies Joined Jun 10, 2019 • Jul 26 '21 Dropdown menu Copy link Hide This approach looks good. Pushing the promises into an array within for loop will achieve concurrency. But when we have a need for more than one await inside the block, it will not work. In the above code, response.json() won't work because response is a promise, it won't have json() method. Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand Yogendra Yogendra Yogendra Follow Location Bengaluru, India Work Web Developer at LayerIV Joined Sep 25, 2020 • Jan 31 '21 Dropdown menu Copy link Hide This is quite great. But, could you tell me what is the optimum way to resolve multiple promises and get their statuses, as Promise.all() fails as soon as any of the Promise rejects? I heard of Promise.allSettled() but is only available in recent versions of ES. Thanks!! Like comment: Like comment: 2 likes Like Comment button Reply Collapse Expand Krishna Pravin Krishna Pravin Krishna Pravin Follow Location Bangalore, India Education B. Tech IT Work Software Engineer - Full Stack at Gyanmatrix Technologies Joined Jun 10, 2019 • Feb 9 '21 Dropdown menu Copy link Hide Shim: npmjs.com/package/promise.allsettled Polyfill: logic24by7.com/promise-allsettled-... Like comment: Like comment: Like Comment button Reply Collapse Expand Rajesh Moka Rajesh Moka Rajesh Moka Follow I am a front end developer. I like building stuff with react. Location India Work Front End Developer at Tata Consultancy Services Joined May 27, 2020 • Jan 20 '21 Dropdown menu Copy link Hide This is a great article. I had trouble understanding the last example without async await but with promises. I knew promise.all takes promises array as an argument, but why did we write promise in each fetch call? Can u explain a little Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand Krishna Pravin Krishna Pravin Krishna Pravin Follow Location Bangalore, India Education B. Tech IT Work Software Engineer - Full Stack at Gyanmatrix Technologies Joined Jun 10, 2019 • Jan 29 '21 Dropdown menu Copy link Hide The last example(using promise) is the same as the previous one(using await). We have a promise inside fetch because parsing response as json response.json() returns a promise. For each API call, Promise.all() will first wait for the API call's response to arrive, and then it will wait for the json parsing to complete. When Promise.all takes an array of promises, it will wait for all the inner promises as well to get resolved. Like comment: Like comment: 1 like Like Comment button Reply Code of Conduct • Report abuse Are you sure you want to hide this comment? It will become hidden in your post, but will still be visible via the comment's permalink . Hide child comments as well Confirm For further actions, you may consider blocking this person and/or reporting abuse Krishna Pravin Follow Location Bangalore, India Education B. 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Right menu Your "Atomic" Deploys Probably Aren't Atomic mojoatomic mojoatomic mojoatomic Follow Jan 12 Your "Atomic" Deploys Probably Aren't Atomic # devops # deployment # linux # macos Comments Add Comment 3 min read SwiftUI Multi-Platform Architecture (iOS, iPadOS, macOS, visionOS) Sebastien Lato Sebastien Lato Sebastien Lato Follow Jan 6 SwiftUI Multi-Platform Architecture (iOS, iPadOS, macOS, visionOS) # ios # macos # ipados # visionos Comments Add Comment 2 min read Secure and Convenient Keychain Access with Touch ID dss99911 dss99911 dss99911 Follow Jan 6 Secure and Convenient Keychain Access with Touch ID # tools # mac # macos # keychain Comments Add Comment 2 min read 맥북 수면모드 off 시키기 dss99911 dss99911 dss99911 Follow Dec 31 '25 맥북 수면모드 off 시키기 # tools # mac # macos # sleepmode Comments Add Comment 1 min read Mac에서 s3 uri 링크를 클릭하면 브라우저에서 s3 콘솔이 열리게 하기 dss99911 dss99911 dss99911 Follow Dec 31 '25 Mac에서 s3 uri 링크를 클릭하면 브라우저에서 s3 콘솔이 열리게 하기 # tools # mac # macos # aws Comments Add Comment 1 min read macOS에서 OATH Toolkit과 Keychain으로 OTP 로그인 설정하기 dss99911 dss99911 dss99911 Follow Dec 31 '25 macOS에서 OATH Toolkit과 Keychain으로 OTP 로그인 설정하기 # tools # mac # macos # otp Comments Add Comment 1 min read macOS에서 스크립트로 OpenVpn 자동 연결하기 dss99911 dss99911 dss99911 Follow Dec 31 '25 macOS에서 스크립트로 OpenVpn 자동 연결하기 # infra # devops # openvpn # macos Comments Add Comment 1 min read How to fix the "Authentication is disabled" error? dss99911 dss99911 dss99911 Follow Dec 30 '25 How to fix the "Authentication is disabled" error? # tools # mac # macos # authentication Comments Add Comment 1 min read (4)Creating the Pinnacle of Niche Software: Abandoning localhost:1234 - locally! 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Primeros Pasos con AWS CDK en macOS: Guía Completa de Instalación Mac에서 s3 uri 링크를 클릭하면 브라우저에서 s3 콘솔이 열리게 하기 맥북 수면모드 off 시키기 How to always allow Mac keychain password only by specific app Secure and Convenient Keychain Access with Touch ID macOS에서 스크립트로 OpenVpn 자동 연결하기 Whisper Menu Bar Automate Your Mac Cleanup: Introducing DiskCleanKit 4.0 with Scheduled Scans, Alerts & URL Schemes I Built ClipFlow: The Clipboard History macOS Should Have macOS에서 OATH Toolkit과 Keychain으로 OTP 로그인 설정하기 💎 DEV Diamond Sponsors Thank you to our Diamond Sponsors for supporting the DEV Community Google AI is the official AI Model and Platform Partner of DEV Neon is the official database partner of DEV Algolia is the official search partner of DEV DEV Community — A space to discuss and keep up software development and manage your software career Home DEV++ Podcasts Videos DEV Education Tracks DEV Challenges DEV Help Advertise on DEV DEV Showcase About Contact Free Postgres Database Software comparisons Forem Shop Code of Conduct Privacy Policy Terms of Use Built on Forem — the open source software that powers DEV and other inclusive communities. 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https://docs.suprsend.com/docs/ms-teams-quick-start | Microsoft Teams - SuprSend, Notification infrastructure for Product teams Skip to main content SuprSend, Notification infrastructure for Product teams home page Search... ⌘ K Community Trust Center Platform Status Postman Collection GETTING STARTED What is SuprSend? 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Navigation Quick Start Guide Microsoft Teams Documentation API Reference Management API CLI Reference Developer Resources Changelog Documentation API Reference Management API CLI Reference Developer Resources Changelog Quick Start Guide Microsoft Teams OpenAI Open in ChatGPT Quick set up guide to start sending notification on MS Teams chat via SuprSend. OpenAI Open in ChatGPT Create SuprSend account Simply signup on SuprSend to create your account. If you already have your company account setup, ask your admin to invite you to the team. Create MS Teams App To activate MS Teams Integration, you’ll have to create a Teams App and add integration in SuprSend vendor page . Start testing in Sandbox workspace Your SuprSend account includes three default workspaces: Sandbox, Staging, and Production. You can switch between them from the top navigation bar, and create additional workspaces if needed. Sandbox Demo Workspace with pre-configured vendors for quick exploration and POC. Includes a sample workflow, a sample user with your registered email and pre-configured channels for quick testing. Limitation: Available for a trial period of 30 days. Staging Development workspace used to test notification flows before pushing it to production. You can enable Test Mode to safely test notification flows without delivering to real users. In Test Mode, notifications is delivered only to designated internal testers. You can also set up a catch-all channel to redirect all notifications intended for non-test users. Production Live workspace for syncing your actual product users and running production workflows. We do not recommend making changes directly in your production workspace as it might disrupt your live notifications. Create a workflow Workflow houses the automation logic of your notification. Each workflow starts with a trigger, processes the defined logic, and sends one or more messages to the end user. You can create a workflow from SuprSend dashboard by clicking on button on the workflows tab . To design a workflow, you need: A Trigger point - Trigger initiates the workflow. You can initiate it Using the direct workflow API , where you can include recipient channel information, preferences, and actor details directly in the trigger. By emitting an event : You can trigger these events from your frontend application or from your backend systems, depending on the use case. (note: the recipient needs to be pre-created for event-based triggers). Delivery node - Delivery Nodes represent the channels where users will receive notifications. You can use: multi-channel nodes to send messages across multiple channels, smart channel routing to notify users sequentially rather than bombarding them on all channels at once (though it’s generally better to use). Template in delivery node contains the content of the notification. You can add both static and dynamic content sourced from user properties or trigger payloads. You can choose to edit in markdown or JSONNET format. For simple text messages, use markdown (add variables in handlebars format as {{var}} ) and for complex adaptive card designs, you can use JSONNET editor. Variables can be added as data.var or data["$batched_events"][0].var for batched alerts in JSONNET editor.Ensure to publish the template before using it in a workflow. Learn how to design MS Teams template here . 3. Functional nodes (Optional) - These are the logic nodes in the workflow. You can use it to add delay, batch multiple notifications in a summary or add conditional branches in the workflow. Check out all workflow nodes here. Trigger the workflow You can trigger a test workflow directly from dashboard by clicking on ‘ Text ’ button in your workflow editor or “Commit” changes to trigger it from your code. We follow Git like versioning for workflow changes, so you need to commit your changes to trigger new workflow via the API. You can check all methods of triggering workflow here . To trigger a workflow, you need: Recipient - End user who would be notified in the workflow run. Recipient is uniquely identified by distinct_id within SuprSend and must have the relevant channel identity set in their profile. You can define recipient inline in case of API based trigger or create user profile first for event based trigger. Data or Event Properties - This will be used to render dynamic content in the template (added in template mock) or variables in the workflow configuration. We’ll be triggering the workflow with direct API trigger for quick testing. You can check all trigger methods here. Sample payload for API based trigger You can get workspace key, secret or API Key for trigger from Settings tab -> API Keys . Here, we are defining MS teams channel inline using conversation_id and tenant_id . Refer this doc on how to get conversation_id and tenant_id for your teams account. Service URL will change depending on your region. Example service URL- curl Python Node Go Java Copy Ask AI curl --request POST \ --url https://hub.suprsend.com/trigger/ \ --header 'Authorization: Bearer __api_key__' \ --header 'accept: application/json' \ --header 'content-type: application/json' \ --data ' { "workflow": "_workflow_slug_", "recipients": [ { "distinct_id": "0gxxx9f14-xxxx-23c5-1902-xxxcb6912ab09", "$ms_teams": [{ "tenant_id": "c1981ab2-9aaf-xxxx-xxxx", "service_url": "https://smba.trafficmanager.net/amer", "conversation_id": "19:c1524d7c-a06f-456f-8abe-xxxx" }], "name":"recipient_1" } ], "data":{ "first_name": "User", "invoice_amount": "$5000", "invoice_id":"Invoice-1234" } } ' Check notification logs Once triggered, you can monitor: Requests : Captures all API/SDK requests sent to SuprSend from your backend or frontend. You can see the input payload and request response here. Executions : Workflow executions are logged here. You can click on a log entry to open the step-by-step workflow debugger Messages : All delivery nodes (including webhooks) are tracked here along with their message status (delivered, seen, clicked). Message preview for delivered notifications will also be available soon. Push to Production In SuprSend, each environment is isolated, meaning workflows, users, and vendors are configured separately in testing and production workspaces. Follow this go live checklist to setup things in production once you are done testing. Was this page helpful? Yes No Suggest edits Raise issue Previous Notification System Design Best Practices on designing your backend architecture for seamless integration with SuprSend. Next ⌘ I x github linkedin youtube Powered by On this page Create SuprSend account Create MS Teams App Start testing in Sandbox workspace Create a workflow Trigger the workflow Check notification logs Push to Production | 2026-01-13T08:48:10 |
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Jess Lee Jess Lee Jess Lee Follow for The DEV Team Oct 9 '25 Congrats to the latest KendoReact Free Components Challenge Winners! # devchallenge # kendoreactchallenge # react # webdev 43 reactions Comments 12 comments 2 min read KendoReact Free Components Challenge Asif Nawaz Asif Nawaz Asif Nawaz Follow Sep 26 '25 KendoReact Free Components Challenge # devchallenge # kendoreactchallenge # react # webdev Comments Add Comment 1 min read Challenge React Fabricio Soares Fabricio Soares Fabricio Soares Follow Sep 22 '25 Challenge React # devchallenge # kendoreactchallenge # react # webdev Comments Add Comment 1 min read G Leandro LC Leandro LC Leandro LC Follow Sep 19 '25 G # devchallenge # kendoreactchallenge # react # webdev Comments Add Comment 1 min read KendoReact Free Components Challenge: Invoice Management Dashboard Pratik Pratik Pratik Follow Sep 19 '25 KendoReact Free Components Challenge: Invoice Management Dashboard # devchallenge # kendoreactchallenge # react # webdev Comments 1 comment 3 min read ok jaideep jaideep jaideep Follow Sep 11 '25 ok # devchallenge # kendoreactchallenge # react # webdev Comments Add Comment 1 min read Bot or Not: Can You Spot the AI? 🎨 KAOUTAR BENHADINE KAOUTAR BENHADINE KAOUTAR BENHADINE Follow Sep 29 '25 Bot or Not: Can You Spot the AI? 🎨 # devchallenge # kendoreactchallenge # react # kiro 31 reactions Comments 6 comments 2 min read 💪🧠How to Boost your Brain for Free (Muscle Brain) Web Developer Hyper Web Developer Hyper Web Developer Hyper Follow Sep 27 '25 💪🧠How to Boost your Brain for Free (Muscle Brain) # devchallenge # kendoreactchallenge # react # webdev 35 reactions Comments 12 comments 5 min read Tangible India - A journey through numbers Himanshu Himanshu Himanshu Follow Sep 28 '25 Tangible India - A journey through numbers # devchallenge # kendoreactchallenge # react # webdev 8 reactions Comments 2 comments 3 min read Consultify: Your Doctor Speaks Every Language Chijioke Osadebe Chijioke Osadebe Chijioke Osadebe Follow Sep 28 '25 Consultify: Your Doctor Speaks Every Language # devchallenge # kendoreactchallenge # react # webdev 16 reactions Comments 3 comments 3 min read 🌍AI-Powered Disaster Relief Dashboard with KendoReact, Twilio, and Gemini Ayomide olofinsawe Ayomide olofinsawe Ayomide olofinsawe Follow Sep 29 '25 🌍AI-Powered Disaster Relief Dashboard with KendoReact, Twilio, and Gemini # devchallenge # kendoreactchallenge # react # webdev 69 reactions Comments 3 comments 3 min read Image Flow Editor Mohammed E. 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MEZERREG Follow Sep 28 '25 Image Flow Editor # devchallenge # kendoreactchallenge # react # webdev 7 reactions Comments Add Comment 5 min read 🚀 AI-Powered Project Management Dashboard with KendoReact & Nuclia RAG Julio Díaz Julio Díaz Julio Díaz Follow Sep 29 '25 🚀 AI-Powered Project Management Dashboard with KendoReact & Nuclia RAG # devchallenge # kendoreactchallenge # react # webdev 15 reactions Comments Add Comment 3 min read PrivacyDesk — DSR & Consent Hub (KendoReact Free) Sindhu Goli Sindhu Goli Sindhu Goli Follow Sep 29 '25 PrivacyDesk — DSR & Consent Hub (KendoReact Free) # devchallenge # kendoreactchallenge # react # webdev 7 reactions Comments 1 comment 3 min read AI-powered Form Builder Esther Esther Esther Follow Sep 29 '25 AI-powered Form Builder # devchallenge # kendoreactchallenge # react # webdev 10 reactions Comments Add Comment 1 min read Cosmoscope – Exploring the Universe from Your Browser Kaushik Patil Kaushik Patil Kaushik Patil Follow Sep 29 '25 Cosmoscope – Exploring the Universe from Your Browser # devchallenge # kendoreactchallenge # react # webdev 4 reactions Comments Add Comment 3 min read Progress Team Update: KendoReact Challenge and Nuclia Trial Issues Kathryn Grayson Nanz Kathryn Grayson Nanz Kathryn Grayson Nanz Follow Sep 22 '25 Progress Team Update: KendoReact Challenge and Nuclia Trial Issues # devchallenge # kendoreactchallenge # react # webdev 19 reactions Comments Add Comment 1 min read Samurai Progress Dashboard: Gamifying Japanese Learning with KendoReact leopaul29 leopaul29 leopaul29 Follow Sep 29 '25 Samurai Progress Dashboard: Gamifying Japanese Learning with KendoReact # devchallenge # kendoreactchallenge # react # webdev 7 reactions Comments Add Comment 4 min read Build a RAG Personal Finance Application with Nuclia, KendoReact and Next.js Đỗ Văn Minh An Đỗ Văn Minh An Đỗ Văn Minh An Follow Sep 29 '25 Build a RAG Personal Finance Application with Nuclia, KendoReact and Next.js # devchallenge # kendoreactchallenge # react # webdev 6 reactions Comments Add Comment 3 min read WinDay - Plan Smart, win your day Drishti Peshwani Drishti Peshwani Drishti Peshwani Follow Sep 29 '25 WinDay - Plan Smart, win your day # devchallenge # kendoreactchallenge # react # webdev 5 reactions Comments Add Comment 3 min read KendoManage - Personal Task Scheduler & Manager( 30+ Kendo components + Built using KendoReact AI Code assistant) Shreya Nalawade Shreya Nalawade Shreya Nalawade Follow Sep 28 '25 KendoManage - Personal Task Scheduler & Manager( 30+ Kendo components + Built using KendoReact AI Code assistant) # devchallenge # kendoreactchallenge # react # webdev 20 reactions Comments Add Comment 4 min read Building the Campfire: My Custom CMS for 'Campfire Logs' Derek L. 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Seitz Follow Sep 29 '25 Building the Campfire: My Custom CMS for 'Campfire Logs' # devchallenge # kendoreactchallenge # react # webdev 5 reactions Comments Add Comment 4 min read MarketSentry: Professional Financial Dashboard with KendoReact Components Abhi nandan Abhi nandan Abhi nandan Follow Sep 29 '25 MarketSentry: Professional Financial Dashboard with KendoReact Components # devchallenge # kendoreactchallenge # react # webdev 28 reactions Comments 2 comments 4 min read Ezpense: An AI Receipt Scanner + Expense Dashboard with KendoReact and Supabase Ahmad Nurfadilah Ahmad Nurfadilah Ahmad Nurfadilah Follow Sep 29 '25 Ezpense: An AI Receipt Scanner + Expense Dashboard with KendoReact and Supabase # devchallenge # kendoreactchallenge # react # webdev 2 reactions Comments Add Comment 2 min read Team Dashboard - Manage Your Team Efficiently with KendoReact Sumeet Naik Sumeet Naik Sumeet Naik Follow Sep 28 '25 Team Dashboard - Manage Your Team Efficiently with KendoReact # devchallenge # kendoreactchallenge # react # webdev 14 reactions Comments 1 comment 3 min read loading... 💎 DEV Diamond Sponsors Thank you to our Diamond Sponsors for supporting the DEV Community Google AI is the official AI Model and Platform Partner of DEV Neon is the official database partner of DEV Algolia is the official search partner of DEV DEV Community — A space to discuss and keep up software development and manage your software career Home DEV++ Podcasts Videos DEV Education Tracks DEV Challenges DEV Help Advertise on DEV DEV Showcase About Contact Free Postgres Database Software comparisons Forem Shop Code of Conduct Privacy Policy Terms of Use Built on Forem — the open source software that powers DEV and other inclusive communities. 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https://www.apple.com/newsroom/2022/05/apple-previews-innovative-accessibility-features/ | Apple previews innovative accessibility features - Apple Apple Store Mac iPad iPhone Watch Vision AirPods TV & Home Entertainment Accessories Support 0 + Newsroom Open Newsroom navigation Close Newsroom navigation Apple Services Apple Stories Search Newsroom Close opens in new window PRESS RELEASE May 17, 2022 Apple previews innovative accessibility features combining the power of hardware, software, and machine learning Software features coming later this year offer users with disabilities new tools for navigation, health, communication, and more Apple’s innovative software features introduce new ways for users with disabilities to navigate, connect, and get the most out of Apple products. CUPERTINO, CALIFORNIA Apple today previewed innovative software features that introduce new ways for users with disabilities to navigate, connect, and get the most out of Apple products. These powerful updates combine the company’s latest technologies to deliver unique and customizable tools for users, and build on Apple’s long-standing commitment to making products that work for everyone. Using advancements across hardware, software, and machine learning, people who are blind or low vision can use their iPhone and iPad to navigate the last few feet to their destination with Door Detection; users with physical and motor disabilities who may rely on assistive features like Voice Control and Switch Control can fully control Apple Watch from their iPhone with Apple Watch Mirroring; and the Deaf and hard of hearing community can follow Live Captions on iPhone, iPad, and Mac. Apple is also expanding support for its industry-leading screen reader VoiceOver with over 20 new languages and locales. These features will be available later this year with software updates across Apple platforms. “Apple embeds accessibility into every aspect of our work, and we are committed to designing the best products and services for everyone,” said Sarah Herrlinger, Apple’s senior director of Accessibility Policy and Initiatives. “We’re excited to introduce these new features, which combine innovation and creativity from teams across Apple to give users more options to use our products in ways that best suit their needs and lives.” Door Detection for Users Who Are Blind or Low Vision Apple is introducing Door Detection, a cutting-edge navigation feature for users who are blind or low vision. Door Detection can help users locate a door upon arriving at a new destination, understand how far they are from it, and describe door attributes — including if it is open or closed, and when it’s closed, whether it can be opened by pushing, turning a knob, or pulling a handle. Door Detection can also read signs and symbols around the door, like the room number at an office, or the presence of an accessible entrance symbol. This new feature combines the power of LiDAR, camera, and on-device machine learning, and will be available on iPhone and iPad models with the LiDAR Scanner. 1 Door Detection will be available in a new Detection Mode within Magnifier, Apple’s built-in app supporting blind and low vision users. Door Detection, along with People Detection and Image Descriptions, can each be used alone or simultaneously in Detection Mode, offering users with vision disabilities a go-to place with customizable tools to help navigate and access rich descriptions of their surroundings. In addition to navigation tools within Magnifier, Apple Maps will offer sound and haptics feedback for VoiceOver users to identify the starting point for walking directions. Door Detection is a powerful feature for users who are blind or low vision to navigate the last few feet to their destination. Advancing Physical and Motor Accessibility for Apple Watch Apple Watch becomes more accessible than ever for people with physical and motor disabilities with Apple Watch Mirroring, which helps users control Apple Watch remotely from their paired iPhone. With Apple Watch Mirroring, users can control Apple Watch using iPhone’s assistive features like Voice Control and Switch Control, and use inputs including voice commands, sound actions, head tracking, or external Made for iPhone switches as alternatives to tapping the Apple Watch display. Apple Watch Mirroring uses hardware and software integration, including advances built on AirPlay, to help ensure users who rely on these mobility features can benefit from unique Apple Watch apps like Blood Oxygen, Heart Rate, Mindfulness, and more. 2 With Apple Watch Mirroring, users can control Apple Watch from their paired iPhone, with the option to use iPhone’s assistive features like Voice Control and Switch Control as alternatives to tapping the display. Plus, users can do even more with simple hand gestures to control Apple Watch. With new Quick Actions on Apple Watch, a double-pinch gesture can answer or end a phone call, dismiss a notification, take a photo, play or pause media in the Now Playing app, and start, pause, or resume a workout. This builds on the innovative technology used in AssistiveTouch on Apple Watch, which gives users with upper body limb differences the option to control Apple Watch with gestures like a pinch or a clench without having to tap the display. An Apple Watch screen shows the double-pinch gesture a user can use to resume a workout. An Apple Watch screen shows the double-pinch gesture a user can use to start a meditation. Quick Actions on Apple Watch help users perform a time-sensitive action — like answering a phone call — with a double-pinch gesture. Quick Actions on Apple Watch help users perform a time-sensitive action — like answering a phone call — with a double-pinch gesture. previous next Live Captions Come to iPhone, iPad, and Mac for Deaf and Hard of Hearing Users For the Deaf and hard of hearing community, Apple is introducing Live Captions on iPhone, iPad, and Mac. 3 Users can follow along more easily with any audio content — whether they are on a phone or FaceTime call, using a video conferencing or social media app, streaming media content, or having a conversation with someone next to them. Users can also adjust font size for ease of reading. Live Captions in FaceTime attribute auto-transcribed dialogue to call participants, so group video calls become even more convenient for users with hearing disabilities. When Live Captions are used for calls on Mac, users have the option to type a response and have it spoken aloud in real time to others who are part of the conversation. And because Live Captions are generated on device, user information stays private and secure. Live Captions on iPhone, iPad, and Mac make it easier to follow along with any audio content. VoiceOver Adds New Languages and More VoiceOver, Apple’s industry-leading screen reader for blind and low vision users, is adding support for more than 20 additional locales and languages, including Bengali, Bulgarian, Catalan, Ukrainian, and Vietnamese. 4 Users can also select from dozens of new voices that are optimized for assistive features across languages. These new languages, locales, and voices will also be available for Speak Selection and Speak Screen accessibility features. Additionally, VoiceOver users on Mac can use the new Text Checker tool to discover common formatting issues such as duplicative spaces or misplaced capital letters, which makes proofreading documents or emails even easier. Additional Features With Buddy Controller , users can ask a care provider or friend to help them play a game; Buddy Controller combines any two game controllers into one, so multiple controllers can drive the input for a single player. With Siri Pause Time , users with speech disabilities can adjust how long Siri waits before responding to a request. Voice Control Spelling Mode gives users the option to dictate custom spellings using letter-by-letter input. 5 Sound Recognition can be customized to recognize sounds that are specific to a person’s environment, like their home’s unique alarm, doorbell, or appliances. The Apple Books app will offer new themes, and introduce customization options such as bolding text and adjusting line, character, and word spacing for an even more accessible reading experience. A user employs Sound Recognition to recognize their home’s unique doorbell. A person uses Siri Pause Time to adjust how long Siri waits before responding to a request. Apple Books shows new themes and customization options. Apple Books shows new themes and customization options. With updates to Sound Recognition, iPhone and iPad can be trained to recognize a unique alarm, doorbell, or appliance. Users can adjust how long Siri waits before responding to a request with Siri Pause Time. Apple Books introduces new themes and customization options. Apple Books introduces new themes and customization options. previous next Celebrating Global Accessibility Awareness Day This week, Apple is celebrating Global Accessibility Awareness Day with special sessions, curated collections, and more: SignTime will launch in Canada on May 19 to connect Apple Store and Apple Support customers with on-demand American Sign Language (ASL) interpreters. SignTime is already available for customers in the US using ASL, the UK using British Sign Language (BSL), and France using French Sign Language (LSF). Apple Store locations around the world are offering live sessions throughout the week to help customers discover accessibility features on iPhone, and Apple Support social channels are showcasing how-to content. The Accessibility Assistant shortcut is coming to the Shortcuts app on Mac and Apple Watch this week to help recommend accessibility features based on user preferences. This week in Apple Fitness+ , trainer Bakari Williams uses ASL to highlight the features available to users that are part of an ongoing effort to make fitness more accessible to all, including Audio Hints, which are short descriptive verbal cues to support users who are blind or low vision, and Time to Walk and Time to Run episodes becoming “Time to Walk or Push” and “Time to Run or Push” for wheelchair users. Additionally, Fitness+ trainers incorporate ASL into every workout and meditation, all videos include closed captioning in six languages, and trainers demonstrate modifications in each workout so users at different levels can join in. An Apple Watch screen shows a Time to Run or Push workout in Apple Fitness+. An Apple Watch screen shows a Time to Walk or Push workout in Apple Fitness+. Time to Walk or Push and Time to Run or Push are part of an ongoing effort to make fitness more accessible to all. Time to Walk or Push and Time to Run or Push are part of an ongoing effort to make fitness more accessible to all. previous next Apple Maps features a new guide from the National Park Foundation, Park Access for All, to help users discover accessible features, programs, and services to explore in parks across the US. Guides from Gallaudet University — the world’s premier university for Deaf, hard of hearing, and Deafblind students — feature businesses and organizations that value, embrace, and prioritize the Deaf community and signed languages. Users can explore accessibility-focused apps and powerful stories from app creators in the App Store ; check out the Transforming Our World collection in Apple Books , featuring stories by and about people with disabilities; and learn about creative ways technology is advancing accessibility in Apple Podcasts . Apple Music will highlight the Saylists playlists, a collection of playlists that each focus on a different sound. Choosing one and singing along is a fun and engaging way to practice vocal sounds or speech therapy. The Apple TV app will highlight the latest hit movies and shows featuring authentic representation of people with disabilities. Plus, viewers can explore guest-curated collections from the accessibility community’s standout actors, including Marlee Matlin (“CODA”), Lauren Ridloff (“Eternals”), Selma Blair (“Introducing, Selma Blair”), Ali Stroker (“Christmas Ever After”), and more. An iPhone screen shows Park Access for All, a new guide from the National Park Foundation that’s now available on Apple Maps. An iPhone screen shows Park Access for All, a new guide from the National Park Foundation that’s now available on Apple Maps. On the App Store, a collection spotlights Snapchat filters that can help users learn American Sign Language. The National Park Foundation’s new Park Access for All guide in Apple Maps helps users discover accessible features, programs, and services in parks across the US. Available now on Apple Maps, Park Access for All is a new guide from the National Park Foundation that helps users discover accessible features, programs, and services in parks across the US. Users can visit the App Store to learn about app creators making an impact, including the teams who are are making it easy for Snap users to learn American Sign Language through augmented reality lenses in the app. previous next Share article Media Text of this article May 17, 2022 PRESS RELEASE Apple previews innovative accessibility features combining the power of hardware, software, and machine learning Software features coming later this year offer users with disabilities new tools for navigation, health, communication, and more CUPERTINO, CALIFORNIA Apple today previewed innovative software features that introduce new ways for users with disabilities to navigate, connect, and get the most out of Apple products. These powerful updates combine the company’s latest technologies to deliver unique and customizable tools for users, and build on Apple’s long-standing commitment to making products that work for everyone. Using advancements across hardware, software, and machine learning, people who are blind or low vision can use their iPhone and iPad to navigate the last few feet to their destination with Door Detection; users with physical and motor disabilities who may rely on assistive features like Voice Control and Switch Control can fully control Apple Watch from their iPhone with Apple Watch Mirroring; and the Deaf and hard of hearing community can follow Live Captions on iPhone, iPad, and Mac. Apple is also expanding support for its industry-leading screen reader VoiceOver with over 20 new languages and locales. These features will be available later this year with software updates across Apple platforms. “Apple embeds accessibility into every aspect of our work, and we are committed to designing the best products and services for everyone,” said Sarah Herrlinger, Apple’s senior director of Accessibility Policy and Initiatives. “We’re excited to introduce these new features, which combine innovation and creativity from teams across Apple to give users more options to use our products in ways that best suit their needs and lives.” Door Detection for Users Who Are Blind or Low Vision Apple is introducing Door Detection, a cutting-edge navigation feature for users who are blind or low vision. Door Detection can help users locate a door upon arriving at a new destination, understand how far they are from it, and describe door attributes — including if it is open or closed, and when it’s closed, whether it can be opened by pushing, turning a knob, or pulling a handle. Door Detection can also read signs and symbols around the door, like the room number at an office, or the presence of an accessible entrance symbol. This new feature combines the power of LiDAR, camera, and on-device machine learning, and will be available on iPhone and iPad models with the LiDAR Scanner. 1 Door Detection will be available in a new Detection Mode within Magnifier, Apple’s built-in app supporting blind and low vision users. Door Detection, along with People Detection and Image Descriptions, can each be used alone or simultaneously in Detection Mode, offering users with vision disabilities a go-to place with customizable tools to help navigate and access rich descriptions of their surroundings. In addition to navigation tools within Magnifier, Apple Maps will offer sound and haptics feedback for VoiceOver users to identify the starting point for walking directions. Advancing Physical and Motor Accessibility for Apple Watch Apple Watch becomes more accessible than ever for people with physical and motor disabilities with Apple Watch Mirroring, which helps users control Apple Watch remotely from their paired iPhone. With Apple Watch Mirroring, users can control Apple Watch using iPhone’s assistive features like Voice Control and Switch Control, and use inputs including voice commands, sound actions, head tracking, or external Made for iPhone switches as alternatives to tapping the Apple Watch display. Apple Watch Mirroring uses hardware and software integration, including advances built on AirPlay, to help ensure users who rely on these mobility features can benefit from unique Apple Watch apps like Blood Oxygen, Heart Rate, Mindfulness, and more. 2 Plus, users can do even more with simple hand gestures to control Apple Watch. With new Quick Actions on Apple Watch, a double-pinch gesture can answer or end a phone call, dismiss a notification, take a photo, play or pause media in the Now Playing app, and start, pause, or resume a workout. This builds on the innovative technology used in AssistiveTouch on Apple Watch, which gives users with upper body limb differences the option to control Apple Watch with gestures like a pinch or a clench without having to tap the display. Live Captions Come to iPhone, iPad, and Mac for Deaf and Hard of Hearing Users For the Deaf and hard of hearing community, Apple is introducing Live Captions on iPhone, iPad, and Mac. 3 Users can follow along more easily with any audio content — whether they are on a phone or FaceTime call, using a video conferencing or social media app, streaming media content, or having a conversation with someone next to them. Users can also adjust font size for ease of reading. Live Captions in FaceTime attribute auto-transcribed dialogue to call participants, so group video calls become even more convenient for users with hearing disabilities. When Live Captions are used for calls on Mac, users have the option to type a response and have it spoken aloud in real time to others who are part of the conversation. And because Live Captions are generated on device, user information stays private and secure. VoiceOver Adds New Languages and More VoiceOver, Apple’s industry-leading screen reader for blind and low vision users, is adding support for more than 20 additional locales and languages, including Bengali, Bulgarian, Catalan, Ukrainian, and Vietnamese. 4 Users can also select from dozens of new voices that are optimized for assistive features across languages. These new languages, locales, and voices will also be available for Speak Selection and Speak Screen accessibility features. Additionally, VoiceOver users on Mac can use the new Text Checker tool to discover common formatting issues such as duplicative spaces or misplaced capital letters, which makes proofreading documents or emails even easier. Additional Features With Buddy Controller , users can ask a care provider or friend to help them play a game; Buddy Controller combines any two game controllers into one, so multiple controllers can drive the input for a single player. With Siri Pause Time , users with speech disabilities can adjust how long Siri waits before responding to a request. Voice Control Spelling Mode gives users the option to dictate custom spellings using letter-by-letter input. 5 Sound Recognition can be customized to recognize sounds that are specific to a person’s environment, like their home’s unique alarm, doorbell, or appliances. The Apple Books app will offer new themes, and introduce customization options such as bolding text and adjusting line, character, and word spacing for an even more accessible reading experience. Celebrating Global Accessibility Awareness Day This week, Apple is celebrating Global Accessibility Awareness Day with special sessions, curated collections, and more: SignTime will launch in Canada on May 19 to connect Apple Store and Apple Support customers with on-demand American Sign Language (ASL) interpreters. SignTime is already available for customers in the US using ASL, the UK using British Sign Language (BSL), and France using French Sign Language (LSF). Apple Store locations around the world are offering live sessions throughout the week to help customers discover accessibility features on iPhone, and Apple Support social channels are showcasing how-to content. The Accessibility Assistant shortcut is coming to the Shortcuts app on Mac and Apple Watch this week to help recommend accessibility features based on user preferences. This week in Apple Fitness+ , trainer Bakari Williams uses ASL to highlight the features available to users that are part of an ongoing effort to make fitness more accessible to all, including Audio Hints, which are short descriptive verbal cues to support users who are blind or low vision, and Time to Walk and Time to Run episodes becoming “Time to Walk or Push” and “Time to Run or Push” for wheelchair users. Additionally, Fitness+ trainers incorporate ASL into every workout and meditation, all videos include closed captioning in six languages, and trainers demonstrate modifications in each workout so users at different levels can join in. Apple Maps features a new guide from the National Park Foundation, Park Access for All, to help users discover accessible features, programs, and services to explore in parks across the US. Guides from Gallaudet University — the world’s premier university for Deaf, hard of hearing, and Deafblind students — feature businesses and organizations that value, embrace, and prioritize the Deaf community and signed languages. Users can explore accessibility-focused apps and powerful stories from app creators in the App Store ; check out the Transforming Our World collection in Apple Books , featuring stories by and about people with disabilities; and learn about creative ways technology is advancing accessibility in Apple Podcasts . Apple Music will highlight the Saylists playlists, a collection of playlists that each focus on a different sound. Choosing one and singing along is a fun and engaging way to practice vocal sounds or speech therapy. The Apple TV app will highlight the latest hit movies and shows featuring authentic representation of people with disabilities. Plus, viewers can explore guest-curated collections from the accessibility community’s standout actors, including Marlee Matlin (“CODA”), Lauren Ridloff (“Eternals”), Selma Blair (“Introducing, Selma Blair”), Ali Stroker (“Christmas Ever After”), and more. About Apple Apple revolutionized personal technology with the introduction of the Macintosh in 1984. Today, Apple leads the world in innovation with iPhone, iPad, Mac, Apple Watch, and Apple TV. Apple’s five software platforms — iOS, iPadOS, macOS, watchOS, and tvOS — provide seamless experiences across all Apple devices and empower people with breakthrough services including the App Store, Apple Music, Apple Pay, and iCloud. Apple’s more than 100,000 employees are dedicated to making the best products on earth, and to leaving the world better than we found it. Door Detection and People Detection features in Magnifier require the LiDAR Scanner on iPhone 13 Pro, iPhone 13 Pro Max, iPhone 12 Pro, iPhone 12 Pro Max, iPad Pro 11-inch (2nd and 3rd generation), and iPad Pro 12.9-inch (4th and 5th generation). Door Detection should not be relied upon in circumstances where a user may be harmed or injured, or in high-risk or emergency situations. Apple Watch Mirroring is available on Apple Watch Series 6 and later. Live Captions will be available in beta later this year in English (US, Canada) on iPhone 11 and later, iPad models with A12 Bionic and later, and Macs with Apple silicon. Accuracy of Live Captions may vary and should not be relied upon in high-risk situations. VoiceOver, Speak Selection, and Speak Screen will add support for Arabic (World), Basque, Bengali (India), Bhojpuri (India), Bulgarian, Catalan, Croatian, Farsi, French (Belgium), Galician, Kannada, Malay, Mandarin (Liaoning, Shaanxi, Sichuan), Marathi, Shanghainese (China), Spanish (Chile), Slovenian, Tamil, Telugu, Ukrainian, Valencian, and Vietnamese. Voice Control Spelling Mode is available in English (US). Press Contacts Apple Media Helpline media.help@apple.com Apple Media Helpline media.uk@apple.com Copy text Images in this article Download all images About Apple Apple revolutionized personal technology with the introduction of the Macintosh in 1984. Today, Apple leads the world in innovation with iPhone, iPad, Mac, Apple Watch, and Apple TV. Apple’s five software platforms — iOS, iPadOS, macOS, watchOS, and tvOS — provide seamless experiences across all Apple devices and empower people with breakthrough services including the App Store, Apple Music, Apple Pay, and iCloud. Apple’s more than 100,000 employees are dedicated to making the best products on earth, and to leaving the world better than we found it. Door Detection and People Detection features in Magnifier require the LiDAR Scanner on iPhone 13 Pro, iPhone 13 Pro Max, iPhone 12 Pro, iPhone 12 Pro Max, iPad Pro 11-inch (2nd and 3rd generation), and iPad Pro 12.9-inch (4th and 5th generation). Door Detection should not be relied upon in circumstances where a user may be harmed or injured, or in high-risk or emergency situations. Apple Watch Mirroring is available on Apple Watch Series 6 and later. Live Captions will be available in beta later this year in English (US, Canada) on iPhone 11 and later, iPad models with A12 Bionic and later, and Macs with Apple silicon. Accuracy of Live Captions may vary and should not be relied upon in high-risk situations. VoiceOver, Speak Selection, and Speak Screen will add support for Arabic (World), Basque, Bengali (India), Bhojpuri (India), Bulgarian, Catalan, Croatian, Farsi, French (Belgium), Galician, Kannada, Malay, Mandarin (Liaoning, Shaanxi, Sichuan), Marathi, Shanghainese (China), Spanish (Chile), Slovenian, Tamil, Telugu, Ukrainian, Valencian, and Vietnamese. Voice Control Spelling Mode is available in English (US). Press Contacts Apple Media Helpline media.help@apple.com Apple Media Helpline media.uk@apple.com More from Apple Newsroom UPDATE 2025 marked a record-breaking year for Apple services January 12, 2026 UPDATE Chase to become new issuer of Apple Card January 7, 2026 UPDATE Spectrum Front Row tips off January 9 on Apple Vision Pro January 5, 2026 Apple Newsroom The latest news and updates, direct from Apple. Read more Stay up to date with the latest articles from Apple Newsroom. 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A space to share projects, ask questions, and discuss server-driven templating Dropdown menu Dropdown menu Skip to content Navigation menu Search Powered by Algolia Search Log in Create account DEV Community Close Game Dev Follow Hide 👾 👾 👾 Create Post submission guidelines Write! Just keep it clean and civil! about #gamedev From GameMaker Studio to Unity, RPG Maker to 6502 assembly - this is your stop for all things related to game development! However, please make sure that your post is about DEVELOPING A GAME, or TOOLS THAT DEVELOPERS CAN USE, but please make sure they are tools MADE for developers, not just tools like twitter. That can go in topics like #socialmedia. Older #gamedev posts 1 2 3 4 5 6 7 8 9 Posts Left menu 👋 Sign in for the ability to sort posts by relevant , latest , or top . Right menu Exploratory testing on mobile: the messy checks that find real bugs Kelina Cowell Kelina Cowell Kelina Cowell Follow Dec 22 '25 Exploratory testing on mobile: the messy checks that find real bugs # gamedev # ux # testing # qualityassurance Comments Add Comment 5 min read Functional testing: the boring basics that catch real bugs Kelina Cowell Kelina Cowell Kelina Cowell Follow Dec 21 '25 Functional testing: the boring basics that catch real bugs # gametesting # qualityassurance # gamedev # ux Comments Add Comment 5 min read Simulating the Siglo Game in Python Juan Bello Juan Bello Juan Bello Follow Dec 22 '25 Simulating the Siglo Game in Python # showdev # gamedev # python # beginners Comments Add Comment 2 min read YouTube launches AI-powered Playables Builder beta to let creators design andshare their own games Saiki Sarkar Saiki Sarkar Saiki Sarkar Follow Dec 23 '25 YouTube launches AI-powered Playables Builder beta to let creators design andshare their own games # news # ai # gamedev Comments Add Comment 2 min read [DEV BLOG #001] INTRODUCING LEGACY FOOTBALL, THE BEAUTIFUL GAME, FOR EVERYONE. Sahil Rasin Sahil Rasin Sahil Rasin Follow Dec 22 '25 [DEV BLOG #001] INTRODUCING LEGACY FOOTBALL, THE BEAUTIFUL GAME, FOR EVERYONE. # showdev # gamedev # startup # devjournal Comments Add Comment 3 min read Why I built a full-stack web app for indie game developers and artists Petipois Petipois Petipois Follow Dec 21 '25 Why I built a full-stack web app for indie game developers and artists # webdev # programming # fullstack # gamedev Comments Add Comment 1 min read Langjam Gamejam Masashi Masashi Masashi Follow Dec 20 '25 Langjam Gamejam # gamedev # c # programming Comments Add Comment 3 min read Deep dive Tainted Grail [4] - MipMaps streaming KamilVDono KamilVDono KamilVDono Follow Dec 21 '25 Deep dive Tainted Grail [4] - MipMaps streaming # unity3d # gamedev # optimization # deepdive Comments Add Comment 6 min read A vs. Dijkstra: Choosing the Right Pathfinding Algorithm for a Browser-Based Tactics Game* wwx516 wwx516 wwx516 Follow Dec 21 '25 A vs. Dijkstra: Choosing the Right Pathfinding Algorithm for a Browser-Based Tactics Game* # algorithms # gamedev # performance # ai Comments Add Comment 2 min read 🕹️ Retro Revival: Pitting Human vs. A* Search Intelligence Shyamli Khadse Shyamli Khadse Shyamli Khadse Follow Dec 21 '25 🕹️ Retro Revival: Pitting Human vs. A* Search Intelligence # showdev # algorithms # gamedev # ai Comments Add Comment 2 min read My second day with Antigravity tomokat tomokat tomokat Follow Dec 20 '25 My second day with Antigravity # showdev # devjournal # gamedev # antigravity Comments Add Comment 3 min read Building My Own Tools & Systems – Feedback Welcome RizZz RizZz RizZz Follow Dec 20 '25 Building My Own Tools & Systems – Feedback Welcome # discuss # gamedev # tooling # showdev Comments Add Comment 1 min read How to implement the Observer Pattern in Unity (and why UnityEvents limit you) Muhammad IDREES (LOVEFIRE) Muhammad IDREES (LOVEFIRE) Muhammad IDREES (LOVEFIRE) Follow Dec 20 '25 How to implement the Observer Pattern in Unity (and why UnityEvents limit you) # unity3d # csharp # gamedev # productivity Comments Add Comment 3 min read Getting Started with PixiJS v8: Quick Start Guide Gustavo Toledo Gustavo Toledo Gustavo Toledo Follow Dec 19 '25 Getting Started with PixiJS v8: Quick Start Guide # gamedev # javascript # tutorial # beginners Comments Add Comment 2 min read Game Dev Digest — Issue #311 - Better Performance, and more Game Dev Digest - The Newsletter On Unity Game Dev Game Dev Digest - The Newsletter On Unity Game Dev Game Dev Digest - The Newsletter On Unity Game Dev Follow Dec 19 '25 Game Dev Digest — Issue #311 - Better Performance, and more # news # gamedev # unity3d # csharp Comments Add Comment 11 min read Recreating the Matrix Rain with Pygame: Manual Fades and the Transparency of Code. Choon-Siang Lai Choon-Siang Lai Choon-Siang Lai Follow Dec 20 '25 Recreating the Matrix Rain with Pygame: Manual Fades and the Transparency of Code. # pygame # python # gamedev # architecture Comments Add Comment 8 min read Game Engines Explained Like You’re Choosing a Pokémon Javad Javad Javad Follow Jan 1 Game Engines Explained Like You’re Choosing a Pokémon # beginners # gamedev # tooling 5 reactions Comments 1 comment 4 min read The "Prompt-to-Playable" Shift: Why Gemini 3 Marks the End of Passive Media Juddiy Juddiy Juddiy Follow Dec 24 '25 The "Prompt-to-Playable" Shift: Why Gemini 3 Marks the End of Passive Media # webdev # ai # gamedev # web3 4 reactions Comments Add Comment 4 min read How I Built a Browser-Based Isometric RPG with Three.js Robert Mendola Robert Mendola Robert Mendola Follow Dec 20 '25 How I Built a Browser-Based Isometric RPG with Three.js # showdev # gamedev # javascript # webdev Comments Add Comment 2 min read Build something vs. add new features and maintaining it tomokat tomokat tomokat Follow Dec 23 '25 Build something vs. add new features and maintaining it # antigravity # chatgpt # gamedev # phaser 1 reaction Comments Add Comment 3 min read My first day with Antigravity tomokat tomokat tomokat Follow Dec 19 '25 My first day with Antigravity # antigravity # ai # gamedev # phaser Comments Add Comment 2 min read Weekly update #22 Aby Noctel Aby Noctel Aby Noctel Follow Dec 18 '25 Weekly update #22 # beginners # godot # devlog # gamedev Comments Add Comment 1 min read spaceorbust – terminal rpg where github commits power space civilization camel2crow camel2crow camel2crow Follow Dec 19 '25 spaceorbust – terminal rpg where github commits power space civilization # showdev # gamedev # github # cli Comments Add Comment 1 min read YM2149 in Rust, Part 2: CLI Player and Browser Demo Markus Velten Markus Velten Markus Velten Follow Dec 17 '25 YM2149 in Rust, Part 2: CLI Player and Browser Demo # rust # gamedev # audio # emulation Comments Add Comment 3 min read 11 Years on a Hobby Project: SymOntoClay Dev Journal Sergiy Tolkachov Sergiy Tolkachov Sergiy Tolkachov Follow Jan 10 11 Years on a Hobby Project: SymOntoClay Dev Journal # devjournal # opensource # dsl # gamedev 2 reactions Comments 2 comments 4 min read loading... 💎 DEV Diamond Sponsors Thank you to our Diamond Sponsors for supporting the DEV Community Google AI is the official AI Model and Platform Partner of DEV Neon is the official database partner of DEV Algolia is the official search partner of DEV DEV Community — A space to discuss and keep up software development and manage your software career Home DEV++ Podcasts Videos DEV Education Tracks DEV Challenges DEV Help Advertise on DEV DEV Showcase About Contact Free Postgres Database Software comparisons Forem Shop Code of Conduct Privacy Policy Terms of Use Built on Forem — the open source software that powers DEV and other inclusive communities. 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https://docs.suprsend.com/docs/web-push-quick-start | Web Push - SuprSend, Notification infrastructure for Product teams Skip to main content SuprSend, Notification infrastructure for Product teams home page Search... ⌘ K Community Trust Center Platform Status Postman Collection GETTING STARTED What is SuprSend? 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Navigation Quick Start Guide Web Push Documentation API Reference Management API CLI Reference Developer Resources Changelog Documentation API Reference Management API CLI Reference Developer Resources Changelog Quick Start Guide Web Push OpenAI Open in ChatGPT Quick start guide to set up & send Web Push notifications using SuprSend SDK in your website. OpenAI Open in ChatGPT Create SuprSend account Simply signup on SuprSend to create your account. If you already have your company account setup, ask your admin to invite you to the team. Integrate webpush in your website Integrate SuprSend Web SDK and webpush vendor in your website. Start testing in Sandbox workspace Your SuprSend account includes three default workspaces: Sandbox, Staging, and Production. You can switch between them from the top navigation bar, and create additional workspaces if needed. Sandbox Demo Workspace with pre-configured vendors for quick exploration and POC. Includes a sample workflow, a sample user with your registered email and pre-configured channels for quick testing. Limitation: Available for a trial period of 30 days. Staging Development workspace used to test notification flows before pushing it to production. You can enable Test Mode to safely test notification flows without delivering to real users. In Test Mode, notifications is delivered only to designated internal testers. You can also set up a catch-all channel to redirect all notifications intended for non-test users. Production Live workspace for syncing your actual product users and running production workflows. We do not recommend making changes directly in your production workspace as it might disrupt your live notifications. Identify user to attach push token to their profile Call this method as soon as you know the identity of user, that is after login authentication. Pass the id that you use as internal user identifier (UUID, email or numeric code). You’ll use this same id in recipient field to trigger the notification. Javascript Copy Ask AI suprsend . identify ( _distinct_id_ ); //Sample suprsend . identify ( "291XXXXX-62XX-4dXX-b2XX" ); suprsend . identify ( " [email protected] " ); Call reset to clear user data on log out Don’t forget to call reset on user logout. If not called, user id will not reset and multiple tokens and channels will get added to the user_id who logged in first on the device. Javascript Copy Ask AI suprsend . reset (); Create a workflow Workflow houses the automation logic of your notification. Each workflow starts with a trigger, processes the defined logic, and sends one or more messages to the end user. You can create a workflow from SuprSend dashboard by clicking on button on the workflows tab . To design a workflow, you need: A Trigger point - Trigger initiates the workflow. You can initiate it Using the direct workflow API , where you can include recipient channel information, preferences, and actor details directly in the trigger. By emitting an event : You can trigger these events from your frontend application or from your backend systems, depending on the use case. (note: the recipient needs to be pre-created for event-based triggers). Delivery node - Delivery Nodes represent the channels where users will receive notifications. You can use: multi-channel nodes, to send messages across multiple channels, smart channel routing , to notify users sequentially rather than bombarding them on all channels at once (though it’s generally better to use). Template in delivery node contains the content of the notification. You can add both static and dynamic content sourced from user properties or trigger payloads. We use handlebars as our Whatsapp templating language. You can add dynamic content as {{var}} . Add trigger data in the mock to get variable auto-suggestions during editing. Ensure to publish the template before using it in a workflow. Learn how to design Webpush template here. 3. Functional nodes (Optional) : These are the logic nodes in the workflow. You can use it to add delay, batch multiple notifications in a summary or add conditional branches in the workflow. Check out all workflow nodes here. Trigger the workflow You can trigger a test workflow directly from dashboard by clicking on ‘ Text ’ button in your workflow editor or “Commit” changes to trigger it from your code. We follow Git like versioning for workflow changes, so you need to commit your changes to trigger new workflow via the API. You can check all methods of triggering workflow here . To trigger a workflow, you need: Recipient : End user who would be notified in the workflow run. Recipient is uniquely identified by distinct_id within SuprSend and must have the relevant channel identity set in their profile. You can define recipient inline in case of API based trigger or create user profile first for event based trigger. Data or Event Properties : This will be used to render dynamic content in the template (added in template mock) or variables in the workflow configuration. We’ll be triggering the workflow with direct API trigger for quick testing. You can check all trigger methods here. Sample payload for API based trigger You can get workspace key, secret or API Key for trigger from Settings tab -> API Keys . Push channel will be updated in user profile as soon as you identify the user in step 4 , so you can just pass the distinct_id and data in the trigger. curl Python Node Go Java Copy Ask AI curl --request POST \ --url https://hub.suprsend.com/trigger/ \ --header 'Authorization: Bearer __api_key__' \ --header 'accept: application/json' \ --header 'content-type: application/json' \ --data ' { "workflow": "_workflow_slug_", "recipients": [ { "distinct_id": "0gxxx9f14-xxxx-23c5-1902-xxxcb6912ab09", "name":"recipient_1" } ], "data":{ "first_name": "User", "invoice_amount": "$5000", "invoice_id":"Invoice-1234" } } Check notification logs You can view the status of any sent notification under the Logs tab. Logs are organized in the following order: Requests : Captures all API/SDK requests sent to SuprSend from your backend or frontend. You can see the input payload and request response here. Executions : Workflow executions are logged here. You can click on a log entry to open the step-by-step workflow debugger Messages : All delivery nodes (including webhooks) are tracked here along with their message status (delivered, seen, clicked). Message preview for delivered notifications will also be available soon. Push to Production In SuprSend, each environment is isolated, meaning workflows, users, and vendors are configured separately in testing and production workspaces. Follow this go live checklist to setup things in production once you are done testing. Was this page helpful? Yes No Suggest edits Raise issue Previous Slack Quick set up guide to start sending notification on Slack chat via SuprSend. Next ⌘ I x github linkedin youtube Powered by On this page Create SuprSend account Integrate webpush in your website Start testing in Sandbox workspace Identify user to attach push token to their profile Call reset to clear user data on log out Create a workflow Trigger the workflow Check notification logs Push to Production | 2026-01-13T08:48:10 |
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Highlights Secure and Intelligent: Queryable Encryption and Vector Search in MongoDB EF Core Provider The MongoDB EF Core provider now supports Queryable Encryption and Vector Search. Learn how to encrypt sensitive data while querying it and build AI-powered semantic search applications directly with EF Core. Read more Click to read more about this post Understanding and mitigating a stack overflow in our task sequencer The recurring problem of synchronous resumption. Read more Click to read more about this post XAML Studio is now Open Sourced XAML Studio Open Sourced It's been over 8 years since what became XAML Studio was started. And from nearly the beginning, it was always envisioned as an open-source project… So, it's with great pleasure that I'm happy to announce that day has finally come! XAML Studio is now an... Read more Click to read more about this post Latest posts Jan 12, 2026 Post comments count 0 Post likes count 1 How to Build Android Widgets with .NET MAUI Toine de Boer Build interactive Android widgets with .NET MAUI using RemoteViews, intents, and shared data. .NET Blog Jan 12, 2026 Post comments count 0 Post likes count 1 How We Synchronize .NET's Virtual Monorepo Přemek Vysoký A deep dive into the technical challenges of keeping .NET's product repositories synchronized with our Virtual Monolithic Repository using a custom two-way algorithm. .NET Blog Jan 12, 2026 Post comments count 4 Post likes count 1 Aspire for JavaScript developers David Pine Aspire 13 brings comprehensive JavaScript and TypeScript support to cloud-native development, enabling you to orchestrate Node.js applications, Vite frontends, and JavaScript services alongside your .NET projects with unified tooling and seamless integration. Aspire Blog Jan 12, 2026 Post comments count 0 Post likes count 1 Clipping the focus item when looking for its on-screen location Raymond Chen Preventing the cursor from pointing to nothing. The Old New Thing Jan 9, 2026 Post comments count 1 Post likes count 1 Using Active Accessibility to find out where the focus item is Raymond Chen Looking at child objects. The Old New Thing Jan 8, 2026 Post comments count 0 Post likes count 2 Scaling AI Agents with Aspire: The Missing Isolation Layer for Parallel Development tamir dresher Scaling AI agent development with Aspire and Git worktrees by solving port conflicts through automatic port allocation scripts and an MCP proxy layer that enables parallel AI agents to orchestrate and debug complete distributed systems simultaneously. Aspire Blog Jan 8, 2026 Post comments count 4 Post likes count 2 Using Active Accessibility to find out where the Windows caret is Raymond Chen It's old and rather simple, but we like simple. The Old New Thing Jan 7, 2026 Post comments count 1 Post likes count 9 The Realities of Application Modernization with Agentic AI (Early 2026) jkordick How to read this article This article is a reflection based on hands-on experience and is written for engineers and technical leaders who are facing a new application modernization effort and want to build a realistic mental model before reaching for tools. If you are new to... All things Azure Jan 7, 2026 Post comments count 1 Post likes count 0 Secure and Intelligent: Queryable Encryption and Vector Search in MongoDB EF Core Provider Rishit, Luce The MongoDB EF Core provider now supports Queryable Encryption and Vector Search. Learn how to encrypt sensitive data while querying it and build AI-powered semantic search applications directly with EF Core. .NET Blog 1 … 48 Load more posts All Blogs .NET Blog The Old New Thing Visual Studio Blog Microsoft 365 Developer Blog DirectX Developer Blog C++ Team Blog Windows Command Line Azure DevOps Blog TypeScript PowerShell Team Semantic Kernel Azure Cosmos DB Blog Azure SQL Devs’ Corner NuGet Blog Python Microsoft Entra Identity Platform ISE Developer Blog PIX on Windows #ifdef Windows Azure Government Scripting Blog [archived] Microsoft for Java Developers Azure SDK Blog OData Power Platform Developer Blog Q# Blog .NET中文官方博客 Microsoft for Go Developers Develop from the cloud Azure Notification Hubs Blog Azure VM Runtime Team Java Blog in Chinese Azure Depth Platform ASP.NET Blog All things Azure UDM Blog Xcode Microsoft Foundry Aspire Blog Microsoft Entra PowerShell Resources Microsoft Docs Visual Studio Products A New Way to Learn Developer Community MSDN / TechNet Blogs Privacy & FAQ Privacy on Dev Blogs Dev Blogs FAQ RSS Feed Sign in Theme Code Block × Paste your code snippet Ok Cancel What's new Surface Pro Surface Laptop Surface Laptop Studio 2 Copilot for organizations Copilot for personal use AI in Windows Explore Microsoft products Windows 11 apps Microsoft Store Account profile Download Center Microsoft Store support Returns Order tracking Certified Refurbished Microsoft Store Promise Flexible Payments Education Microsoft in education Devices for education Microsoft Teams for Education Microsoft 365 Education How to buy for your school Educator training and development Deals for students and parents AI for education Business Microsoft Cloud Microsoft Security Dynamics 365 Microsoft 365 Microsoft Power Platform Microsoft Teams Microsoft 365 Copilot Small Business Developer & IT Azure Microsoft Developer Microsoft Learn Support for AI marketplace apps Microsoft Tech Community Microsoft Marketplace Marketplace Rewards Visual Studio Company Careers About Microsoft Company news Privacy at Microsoft Investors Diversity and inclusion Accessibility Sustainability Your Privacy Choices Opt-Out Icon Your Privacy Choices Your Privacy Choices Opt-Out Icon Your Privacy Choices Consumer Health Privacy Sitemap Contact Microsoft Privacy Manage cookies Terms of use Trademarks Safety & eco Recycling About our ads © Microsoft 2025 | 2026-01-13T08:48:10 |
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A space to share projects, ask questions, and discuss server-driven templating Dropdown menu Dropdown menu Skip to content Navigation menu Search Powered by Algolia Search Log in Create account DEV Community Close Game Dev Follow Hide 👾 👾 👾 Create Post submission guidelines Write! Just keep it clean and civil! about #gamedev From GameMaker Studio to Unity, RPG Maker to 6502 assembly - this is your stop for all things related to game development! However, please make sure that your post is about DEVELOPING A GAME, or TOOLS THAT DEVELOPERS CAN USE, but please make sure they are tools MADE for developers, not just tools like twitter. That can go in topics like #socialmedia. Older #gamedev posts 1 2 3 4 5 6 7 8 9 Posts Left menu 👋 Sign in for the ability to sort posts by relevant , latest , or top . Right menu UnrealDev.nvim Update: Switching to SQLite for Blazing Fast Performance taku25 taku25 taku25 Follow Dec 29 '25 UnrealDev.nvim Update: Switching to SQLite for Blazing Fast Performance # gamedev # neovim Comments Add Comment 2 min read game dev using ai : part 1 Harshit Singh Harshit Singh Harshit Singh Follow Dec 29 '25 game dev using ai : part 1 # gamedev # ai Comments Add Comment 1 min read Building a "No-Lag" 2D Multiplayer Game (Clueland) with Next.js, Express, and WebSockets Govind Mishra Govind Mishra Govind Mishra Follow Dec 28 '25 Building a "No-Lag" 2D Multiplayer Game (Clueland) with Next.js, Express, and WebSockets # nextjs # gamedev # performance # node Comments Add Comment 1 min read Running Local LLMs in Game Engines - Here's My Journey with Godot + Ollama Yakub Yakub Yakub Follow Dec 27 '25 Running Local LLMs in Game Engines - Here's My Journey with Godot + Ollama # godot # godotengine # gamedev # ai Comments Add Comment 4 min read So I was working with resecons my own minecraft using python. Raiz Haikal Raiz Haikal Raiz Haikal Follow Dec 27 '25 So I was working with resecons my own minecraft using python. # showdev # python # gamedev # learning Comments Add Comment 2 min read Building a Server Status System Using Player Reports Instead of Pings Rahul Rahul Rahul Follow Dec 26 '25 Building a Server Status System Using Player Reports Instead of Pings # webdev # vibecoding # gamedev # programming Comments Add Comment 3 min read THE MORTUARY ASSISTANT: How One Developer Made a Career Out of Embalming Haunted Corpses Faisal Mujahid Faisal Mujahid Faisal Mujahid Follow Dec 27 '25 THE MORTUARY ASSISTANT: How One Developer Made a Career Out of Embalming Haunted Corpses # gamedev # gamechallenge # programming # development Comments Add Comment 1 min read Building an on-premise friendly video review tool for game teams AritaYuto AritaYuto AritaYuto Follow Dec 26 '25 Building an on-premise friendly video review tool for game teams # opensource # nextjs # tooling # gamedev Comments Add Comment 2 min read CODIMAP - Fantasy map tool Codify Codify Codify Follow Dec 26 '25 CODIMAP - Fantasy map tool # showdev # gamedev # tooling # programming 1 reaction Comments Add Comment 1 min read I solved one of my major pain point during my game development with AI (Chat GPT + Antigravity) tomokat tomokat tomokat Follow Jan 5 I solved one of my major pain point during my game development with AI (Chat GPT + Antigravity) # gamedev # antigravity # chatgpt # gemini 4 reactions Comments Add Comment 2 min read Getting Started with 2D Games Using Pyxel (Part 4): Displaying Text Kajiru Kajiru Kajiru Follow Jan 7 Getting Started with 2D Games Using Pyxel (Part 4): Displaying Text # python # gamedev # tutorial # pyxel 1 reaction Comments 1 comment 1 min read Level 0 3 Physics: From Serial Prototypes to Parallel Manifolds and GPU Constraint Solvers p3nGu1nZz p3nGu1nZz p3nGu1nZz Follow Dec 25 '25 Level 0 3 Physics: From Serial Prototypes to Parallel Manifolds and GPU Constraint Solvers # machinelearning # gamedev # programming # ai Comments Add Comment 6 min read 8-Bit Wizards vs. Infinite Compute: Why My Respect for Mario Devs Just Went Up 1000x Intellitions Com Intellitions Com Intellitions Com Follow Dec 26 '25 8-Bit Wizards vs. Infinite Compute: Why My Respect for Mario Devs Just Went Up 1000x # watercooler # ai # gamedev # softwareengineering Comments Add Comment 4 min read Godot SceneBuilder: Supercharge Your 3D Scene Creation! EmberNoGlow EmberNoGlow EmberNoGlow Follow Dec 25 '25 Godot SceneBuilder: Supercharge Your 3D Scene Creation! # godot # addon # gamedev # 3d 1 reaction Comments Add Comment 2 min read Getting Started with 2D Games Using Pyxel (Part 5): Creating Characters with Classes Kajiru Kajiru Kajiru Follow Jan 8 Getting Started with 2D Games Using Pyxel (Part 5): Creating Characters with Classes # python # gamedev # tutorial # pyxel 2 reactions Comments Add Comment 3 min read I built a quiz game to tell Pokémon from prescription drugs Fav Stats Fav Stats Fav Stats Follow Dec 26 '25 I built a quiz game to tell Pokémon from prescription drugs # showdev # gamedev # react # webdev Comments Add Comment 1 min read AI-Powered Dynamic Conversations With NPCs in Godot Ekin Odabas Ekin Odabas Ekin Odabas Follow Dec 24 '25 AI-Powered Dynamic Conversations With NPCs in Godot # godot # ai # llm # gamedev Comments Add Comment 5 min read Actor Panel and Landscape Tool Basics in Unreal Engine (Day 11) Dinesh Dinesh Dinesh Follow Jan 6 Actor Panel and Landscape Tool Basics in Unreal Engine (Day 11) # gamedev # unrealengine # beginners # learning Comments Add Comment 2 min read Taming the State Monster: Reactive UI vs. Finite State Machines in Game Dev wwx516 wwx516 wwx516 Follow Dec 23 '25 Taming the State Monster: Reactive UI vs. Finite State Machines in Game Dev # architecture # gamedev # javascript Comments Add Comment 2 min read 🎮 Why Simple Web Games Still Work (and What I Learned Building One) Chirag Patel Chirag Patel Chirag Patel Follow Jan 7 🎮 Why Simple Web Games Still Work (and What I Learned Building One) # webdev # gamedev # sideprojects # react 1 reaction Comments Add Comment 2 min read Building Bushido: Designing Tension with Only Two Buttons (7 Games in 7 Weeks - Week 3) varun chaaras varun chaaras varun chaaras Follow Dec 27 '25 Building Bushido: Designing Tension with Only Two Buttons (7 Games in 7 Weeks - Week 3) # showdev # gamedev # programming # ai Comments Add Comment 2 min read Show Dev: How We Brought the Legendary Papa's Game Series Back to Life in Modern Browsers 🍔🎮 Causal Zap Causal Zap Causal Zap Follow Dec 24 '25 Show Dev: How We Brought the Legendary Papa's Game Series Back to Life in Modern Browsers 🍔🎮 # showdev # gamedev # webdev # javascript Comments Add Comment 2 min read TIA Portal - TP700 - Naughts & Crosses Calum Knott Calum Knott Calum Knott Follow Dec 23 '25 TIA Portal - TP700 - Naughts & Crosses # tia # s7 # gamedev # christmas Comments Add Comment 1 min read How I Built a Stroke Capture System for an AI Drawing Game Adam Adam Adam Follow Dec 22 '25 How I Built a Stroke Capture System for an AI Drawing Game # showdev # gamedev # webdev # ai Comments Add Comment 2 min read Exploratory testing on mobile: the messy checks that find real bugs Kelina Cowell Kelina Cowell Kelina Cowell Follow Dec 22 '25 Exploratory testing on mobile: the messy checks that find real bugs # gamedev # ux # testing # qualityassurance Comments Add Comment 5 min read loading... 💎 DEV Diamond Sponsors Thank you to our Diamond Sponsors for supporting the DEV Community Google AI is the official AI Model and Platform Partner of DEV Neon is the official database partner of DEV Algolia is the official search partner of DEV DEV Community — A space to discuss and keep up software development and manage your software career Home DEV++ Podcasts Videos DEV Education Tracks DEV Challenges DEV Help Advertise on DEV DEV Showcase About Contact Free Postgres Database Software comparisons Forem Shop Code of Conduct Privacy Policy Terms of Use Built on Forem — the open source software that powers DEV and other inclusive communities. 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https://dev.to/pila/constructors-in-python-init-vs-new-2f9j#comment-2d6ml | Constructors in Python (__init vs __new__) - DEV Community Forem Feed Follow new Subforems to improve your feed DEV Community Follow A space to discuss and keep up software development and manage your software career Future Follow News and discussion of science and technology such as AI, VR, cryptocurrency, quantum computing, and more. Open Forem Follow A general discussion space for the Forem community. If it doesn't have a home elsewhere, it belongs here Gamers Forem Follow An inclusive community for gaming enthusiasts Music Forem Follow From composing and gigging to gear, hot music takes, and everything in between. Vibe Coding Forem Follow Discussing AI software development, and showing off what we're building. Popcorn Movies and TV Follow Movie and TV enthusiasm, criticism and everything in-between. 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A space to share projects, ask questions, and discuss server-driven templating Dropdown menu Dropdown menu Skip to content Navigation menu Search Powered by Algolia Search Log in Create account DEV Community Close Add reaction Like Unicorn Exploding Head Raised Hands Fire Jump to Comments Save Boost More... Copy link Copy link Copied to Clipboard Share to X Share to LinkedIn Share to Facebook Share to Mastodon Share Post via... Report Abuse Pila louis Posted on Sep 16, 2020 Constructors in Python (__init vs __new__) # python # programming # 100daysofcode Most object-oriented programming languages such as Java, C++, C#..etc have the concept of a constructor, a special method that creates and initializes the object when it is created. Python is a little different; it has a constructor and an initializer. The constructor function is rarely used unless you're doing something exotic. So, we'll start our discussion with the initialization method. The assumption in this article is that you already know the basics of classes and objects in python. The constructor function in python is called __new__ and __init__ is the initializer function. Quoting the python documentation, __new__ is used when you need to control the creation of a new instance while __init__ is used when you need to control the initialization of a new instance. __new__ is the first step of instance creation. It's called first and is responsible for returning a new instance of your class. In contrast, __init__ doesn't return anything; it's only responsible for initializing the instance after it's been created. In general, you shouldn't need to override __new__ unless you're subclassing an immutable type like str, int, Unicode, or tuple. NOTE: Never name a function of your own with leading and trailing double underscores. It may mean nothing to Python, but there's always the possibility that the designers of Python will add a function that has a special purpose with that name in the future, and when they do, your code will break. Example 1: Using __init__ class Point: def __init__(self, data): self.num = data def print_num(self): print(self.num) obj = Point(100) obj.print_num() Output: 100 Note: The self parameter is a reference to the current instance of the class and is used to access variables that belong to the class. Example 2: class Person: def __new__(cls): return object.__new__(cls) def __init__(self): self.instance_method() def instance_method(self): print('success!') personObj = Person() Notice that __init__ receives the argument self, while __new__ receives the class (cls ). Since self is a reference to the instance, this should tell you quite evidently that the instance is already created by the time __init__ gets called, since it gets passed the instance. It's also possible to call instance methods precisely because the instance has already been created. Thank you for reading. 😄 END!!! Top comments (3) Subscribe Personal Trusted User Create template Templates let you quickly answer FAQs or store snippets for re-use. Submit Preview Dismiss Collapse Expand Tongyu Lu Tongyu Lu Tongyu Lu Follow High school student at PRISMS. Interested in CS, ML, game-dev. USACO Platinum qualified, but still getting better at projects. Codes for fun. Location Earth Education https://prismsus.org Joined Jul 30, 2020 • Mar 7 '21 • Edited on Mar 7 • Edited Dropdown menu Copy link Hide You can actually use super (). method_name ( * args , ** kw ) # PEP 3135 Enter fullscreen mode Exit fullscreen mode In this case, it can be super (). __new__ ( cls , * args , ** kw ) Enter fullscreen mode Exit fullscreen mode The cls is actually necessary for __new__ . See more about PEP 3135 → Like comment: Like comment: 4 likes Like Comment button Reply Collapse Expand Adyasha Mohanty Adyasha Mohanty Adyasha Mohanty Follow talks in bits believe in queue DS life is abstract data type Joined Feb 25, 2024 • Feb 25 '24 Dropdown menu Copy link Hide Thank you for making me clear in new and init Like comment: Like comment: 2 likes Like Comment button Reply Collapse Expand Matheesha Matheesha Matheesha Follow Joined Jun 6, 2024 • Jul 6 '24 Dropdown menu Copy link Hide So are people teaching wrong when they call __init__ the constructor? 🤔 Like comment: Like comment: 1 like Like Comment button Reply Code of Conduct • Report abuse Are you sure you want to hide this comment? It will become hidden in your post, but will still be visible via the comment's permalink . Hide child comments as well Confirm For further actions, you may consider blocking this person and/or reporting abuse Pila louis Follow Full-stack software engineer with over 3years of industrial experience. I work well in a fast-paced environment. I am able to rise up to whatever it takes to make an impact in a new environment. 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https://pypi.org/project/elevenlabs/ | elevenlabs · PyPI Skip to main content Switch to mobile version Warning You are using an unsupported browser, upgrade to a newer version. Warning Some features may not work without JavaScript. Please try enabling it if you encounter problems. Search PyPI search-focus#focusSearchField" data-search-focus-target="searchField"> Search Help Docs Sponsors Log in Register Menu Help Docs Sponsors Log in Register Search PyPI Search elevenlabs 2.29.0 pip install elevenlabs Copy PIP instructions Latest version Released: Jan 9, 2026 No project description provided Navigation Project description Release history Download files Verified details These details have been verified by PyPI Project links Repository GitHub Statistics Repository Stars: Forks: Open issues: Open PRs: Maintainers elevenlabs-paulasjes lacop11 Unverified details These details have not been verified by PyPI Meta License: MIT License (MIT) Requires: Python <4.0, >=3.8 Provides-Extra: pyaudio Classifiers Intended Audience Developers License OSI Approved :: MIT License Operating System MacOS Microsoft :: Windows OS Independent POSIX POSIX :: Linux Programming Language Python Python :: 3 Python :: 3.8 Python :: 3.9 Python :: 3.10 Python :: 3.11 Python :: 3.12 Topic Software Development :: Libraries :: Python Modules Typing Typed Report project as malware Project description Project details Release history Download files Project description ElevenLabs Python Library The official Python SDK for ElevenLabs . ElevenLabs brings the most compelling, rich and lifelike voices to creators and developers in just a few lines of code. 📖 API & Docs Check out the HTTP API documentation . Install pip install elevenlabs Usage Main Models Eleven Multilingual v2 ( eleven_multilingual_v2 ) Excels in stability, language diversity, and accent accuracy Supports 29 languages Recommended for most use cases Eleven Flash v2.5 ( eleven_flash_v2_5 ) Ultra-low latency Supports 32 languages Faster model, 50% lower price per character Eleven Turbo v2.5 ( eleven_turbo_v2_5 ) Good balance of quality and latency Ideal for developer use cases where speed is crucial Supports 32 languages For more detailed information about these models and others, visit the ElevenLabs Models documentation . from dotenv import load_dotenv from elevenlabs.client import ElevenLabs from elevenlabs.play import play load_dotenv () client = ElevenLabs () audio = client . text_to_speech . convert ( text = "The first move is what sets everything in motion." , voice_id = "JBFqnCBsd6RMkjVDRZzb" , model_id = "eleven_multilingual_v2" , output_format = "mp3_44100_128" , ) play ( audio ) Play 🎧 Try it out! Want to hear our voices in action? Visit the ElevenLabs Voice Lab to experiment with different voices, languages, and settings. Voices List all your available voices with voices() . from elevenlabs.client import ElevenLabs client = ElevenLabs ( api_key = "YOUR_API_KEY" , ) response = client . voices . search () print ( response . voices ) For information about the structure of the voices output, please refer to the official ElevenLabs API documentation for Get Voices . Build a voice object with custom settings to personalize the voice style, or call client.voices.get_settings("your-voice-id") to get the default settings for the voice. Clone Voice Clone your voice in an instant. Note that voice cloning requires an API key, see below. from elevenlabs.client import ElevenLabs from elevenlabs.play import play client = ElevenLabs ( api_key = "YOUR_API_KEY" , ) voice = client . voices . ivc . create ( name = "Alex" , description = "An old American male voice with a slight hoarseness in his throat. Perfect for news" , # Optional files = [ "./sample_0.mp3" , "./sample_1.mp3" , "./sample_2.mp3" ], ) Streaming Stream audio in real-time, as it's being generated. from elevenlabs import stream from elevenlabs.client import ElevenLabs client = ElevenLabs () audio_stream = client . text_to_speech . stream ( text = "This is a test" , voice_id = "JBFqnCBsd6RMkjVDRZzb" , model_id = "eleven_multilingual_v2" ) # option 1: play the streamed audio locally stream ( audio_stream ) # option 2: process the audio bytes manually for chunk in audio_stream : if isinstance ( chunk , bytes ): print ( chunk ) Async Client Use AsyncElevenLabs if you want to make API calls asynchronously. import asyncio from elevenlabs.client import AsyncElevenLabs eleven = AsyncElevenLabs ( api_key = "MY_API_KEY" ) async def print_models () -> None : models = await eleven . models . list () print ( models ) asyncio . run ( print_models ()) Conversational AI Build interactive AI agents with real-time audio capabilities using ElevenLabs Conversational AI. Basic Usage from elevenlabs.client import ElevenLabs from elevenlabs.conversational_ai.conversation import Conversation , ClientTools from elevenlabs.conversational_ai.default_audio_interface import DefaultAudioInterface client = ElevenLabs ( api_key = "YOUR_API_KEY" ) # Create audio interface for real-time audio input/output audio_interface = DefaultAudioInterface () # Create conversation conversation = Conversation ( client = client , agent_id = "your-agent-id" , requires_auth = True , audio_interface = audio_interface , ) # Start the conversation conversation . start_session () # The conversation runs in background until you call: conversation . end_session () Custom Event Loop Support For advanced use cases involving context propagation, resource reuse, or specific event loop management, ClientTools supports custom asyncio event loops: import asyncio from elevenlabs.conversational_ai.conversation import ClientTools async def main (): # Get the current event loop custom_loop = asyncio . get_running_loop () # Create ClientTools with custom loop to prevent "different event loop" errors client_tools = ClientTools ( loop = custom_loop ) # Register your tools async def get_weather ( params ): location = params . get ( "location" , "Unknown" ) # Your async logic here return f "Weather in { location } : Sunny, 72°F" client_tools . register ( "get_weather" , get_weather , is_async = True ) # Use with conversation conversation = Conversation ( client = client , agent_id = "your-agent-id" , requires_auth = True , audio_interface = audio_interface , client_tools = client_tools ) asyncio . run ( main ()) Benefits of Custom Event Loop: Context Propagation : Maintain request-scoped state across async operations Resource Reuse : Share existing async resources like HTTP sessions or database pools Loop Management : Prevent "Task got Future attached to a different event loop" errors Performance : Better control over async task scheduling and execution Important: When using a custom loop, you're responsible for its lifecycle Don't close the loop while ClientTools are still using it. Tool Registration Register custom tools that the AI agent can call during conversations: client_tools = ClientTools () # Sync tool def calculate_sum ( params ): numbers = params . get ( "numbers" , []) return sum ( numbers ) # Async tool async def fetch_data ( params ): url = params . get ( "url" ) # Your async HTTP request logic return { "data" : "fetched" } client_tools . register ( "calculate_sum" , calculate_sum , is_async = False ) client_tools . register ( "fetch_data" , fetch_data , is_async = True ) Languages Supported Explore all models & languages . Contributing While we value open-source contributions to this SDK, this library is generated programmatically. Additions made directly to this library would have to be moved over to our generation code, otherwise they would be overwritten upon the next generated release. Feel free to open a PR as a proof of concept, but know that we will not be able to merge it as-is. We suggest opening an issue first to discuss with us! On the other hand, contributions to the README are always very welcome! Project details Verified details These details have been verified by PyPI Project links Repository GitHub Statistics Repository Stars: Forks: Open issues: Open PRs: Maintainers elevenlabs-paulasjes lacop11 Unverified details These details have not been verified by PyPI Meta License: MIT License (MIT) Requires: Python <4.0, >=3.8 Provides-Extra: pyaudio Classifiers Intended Audience Developers License OSI Approved :: MIT License Operating System MacOS Microsoft :: Windows OS Independent POSIX POSIX :: Linux Programming Language Python Python :: 3 Python :: 3.8 Python :: 3.9 Python :: 3.10 Python :: 3.11 Python :: 3.12 Topic Software Development :: Libraries :: Python Modules Typing Typed Release history Release notifications | RSS feed This version 2.29.0 Jan 9, 2026 2.28.0 Jan 5, 2026 2.27.0 Dec 15, 2025 2.26.1 Dec 9, 2025 2.26.0 Dec 8, 2025 2.25.0 Dec 1, 2025 2.24.0 Nov 21, 2025 2.23.0 Nov 14, 2025 2.22.1 Nov 11, 2025 2.22.0 Nov 5, 2025 2.21.0 Oct 29, 2025 2.20.1 Oct 23, 2025 2.20.0 Oct 21, 2025 2.19.0 Oct 20, 2025 2.18.0 Oct 14, 2025 2.17.0 Oct 9, 2025 2.16.0 Sep 18, 2025 2.15.1 Sep 18, 2025 2.15.0 Sep 8, 2025 2.14.0 Sep 4, 2025 2.13.0 Aug 29, 2025 2.12.1 Aug 25, 2025 2.11.0 Aug 20, 2025 2.10.0 Aug 18, 2025 2.9.2 Aug 9, 2025 2.9.1 Aug 5, 2025 2.9.0 Aug 5, 2025 2.8.1 Jul 25, 2025 2.8.0 Jul 21, 2025 2.7.1 Jul 9, 2025 2.6.0 Jul 3, 2025 2.5.0 Jun 23, 2025 2.4.0 Jun 19, 2025 2.3.0 Jun 6, 2025 2.1.0 May 22, 2025 2.0.0 May 20, 2025 1.59.0 May 15, 2025 1.58.1 May 7, 2025 1.58.0 May 7, 2025 1.57.0 Apr 18, 2025 1.56.1 Apr 15, 2025 1.56.0 Apr 2, 2025 1.55.0 Mar 27, 2025 1.54.0 Mar 10, 2025 1.53.0 Mar 7, 2025 1.52.0 Feb 25, 2025 1.51.0 Feb 11, 2025 1.50.7 Feb 4, 2025 1.50.6 Jan 30, 2025 1.50.5 Jan 25, 2025 1.50.4 Jan 23, 2025 1.50.3 Dec 18, 2024 1.50.2 Dec 15, 2024 1.50.1 Dec 14, 2024 1.50.0 Dec 14, 2024 1.13.5 Dec 12, 2024 1.13.4 Dec 9, 2024 1.13.3 Dec 4, 2024 1.13.2 Dec 2, 2024 1.13.1 Nov 29, 2024 1.13.0 Nov 21, 2024 1.12.1 Oct 30, 2024 1.12.0 Oct 30, 2024 1.11.0 Oct 25, 2024 1.10.0 Oct 15, 2024 1.9.0 Sep 18, 2024 1.8.2 Sep 18, 2024 1.8.1 Sep 14, 2024 1.8.0 Sep 11, 2024 1.7.0 Aug 13, 2024 1.6.1 Jul 30, 2024 1.6.0 Jul 25, 2024 1.6.0rc0 pre-release Jul 23, 2024 1.5.0 Jul 18, 2024 1.4.1 Jul 10, 2024 1.4.0 Jul 10, 2024 1.3.1 Jun 17, 2024 1.3.0 Jun 12, 2024 1.2.2 May 12, 2024 1.2.1 Apr 30, 2024 1.2.0 Apr 26, 2024 1.1.2 Apr 18, 2024 1.1.0 Apr 17, 2024 1.0.5 Apr 8, 2024 1.0.4 Apr 3, 2024 1.0.3 Mar 28, 2024 1.0.2 Mar 26, 2024 1.0.1 Mar 25, 2024 1.0.0 Mar 21, 2024 1.0.0b1 pre-release Mar 13, 2024 1.0.0b0 pre-release Mar 12, 2024 0.3.0b0 pre-release Feb 17, 2024 0.2.27 Dec 8, 2023 0.2.26 Sep 9, 2023 0.2.25 Sep 8, 2023 0.2.24 Aug 7, 2023 0.2.23 Aug 7, 2023 0.2.22 Aug 5, 2023 0.2.21 Jul 21, 2023 0.2.20 Jul 21, 2023 0.2.19 Jul 14, 2023 0.2.18 Jun 4, 2023 0.2.17 Jun 1, 2023 0.2.16 May 27, 2023 0.2.15 May 15, 2023 0.2.14 May 15, 2023 0.2.13 May 15, 2023 0.2.12 May 11, 2023 0.2.11 May 9, 2023 0.2.10 May 4, 2023 0.2.9 May 3, 2023 0.2.8 May 1, 2023 0.2.7 Apr 25, 2023 0.2.6 Apr 25, 2023 0.2.5 Apr 23, 2023 0.2.4 Apr 19, 2023 0.2.3 Apr 19, 2023 0.2.2 Apr 18, 2023 0.2.1 Apr 18, 2023 0.2.0 Apr 18, 2023 0.1.1 Mar 25, 2023 0.1 Mar 13, 2023 0.0.2 Feb 15, 2023 0.0.1 Feb 15, 2023 Download files Download the file for your platform. 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https://docs.suprsend.com/ | What is SuprSend? - SuprSend, Notification infrastructure for Product teams Skip to main content SuprSend, Notification infrastructure for Product teams home page Search... ⌘ K Community Trust Center Platform Status Postman Collection GETTING STARTED What is SuprSend? Quick Start Guide Best Practices Plan Your Integration Go-live checklist CORE CONCEPTS Templates Users Events Workflow Notification Categories Preferences Tenants Lists Broadcast Objects Translations DLT Guidelines Whatsapp Template Guidelines WORKFLOW BUILDER Design Workflow Node List Workflow Settings Trigger Workflow Validate Trigger Payload Tenant Workflows Notification Inbox Overview Multi Tabs React Javascript (Angular, Vuejs etc) React Native Flutter (Headless) PREFERENCE CENTRE Embedded Preference Centre Javascript Angular React VENDOR INTEGRATION GUIDE Overview Email Integrations SMS Integrations Android Push Whatsapp Integrations iOS Push Chat Integrations Vendor Fallback Tenant Vendor INTEGRATIONS Webhook Connectors MONITORING & DEBUGGING Logs Audit Logs Error Guides MANAGE YOUR ACCOUNT Authentication Methods Contact Us Get Started SuprSend, Notification infrastructure for Product teams home page Search... ⌘ K Ask AI Contact Us Get Started Get Started Search... Navigation GETTING STARTED What is SuprSend? Documentation API Reference Management API CLI Reference Developer Resources Changelog Documentation API Reference Management API CLI Reference Developer Resources Changelog GETTING STARTED What is SuprSend? OpenAI Open in ChatGPT Learn about SuprSend and how you can use it to power multi-channel product notifications. OpenAI Open in ChatGPT SuprSend has all the features set which enable you to send notifications in a reliable and scalable manner, as well as take care of end-user experience, thereby eliminating the need to build any notification service in-house. Benefits of using SuprSend as your notification stack: You do not have to do any vendor integrations for channels in your code. You can easily add/remove/prioritise vendors and channels from your SuprSend account, You can design powerful templates for all channels together and manage them from a single place, You can leverage powerful features to experiment fast with notifications as well as take care of end user experience without writing a single line of code. Introduction to Workflows Communications are made up of multiple components - trigger, logic, content, variables, target user, channels, vendors, etc. Typical communication solutions have one or more components intertwined with each other. SuprSend solves communications from a different and more powerful approach, which we call Workflows. At SuprSend, all the constituent components are decoupled from each other, making it modular in nature. The components can come from any source. All these components are configured as nodes in Workflows, where the processing happens for delivery and optimisation. This allows Workflows to handle any complexity possible in your communication use cases. How do you trigger notifications? You can trigger notifications in one of the two ways: Send events to SuprSend from your frontend clients (android app, website, etc) via SuprSend Client SDK, and create a Workflow on SuprSend platform to trigger notification on an event. Create workflow and trigger notification from your backend itself using an omni-channel HTTPS API method, or you can use our Backend SDK. All the other components (like vendors, templates, optimisation, scaling, etc.) are created and managed on SuprSend platform. You can check the ‘Core Concepts’ section that lists down the components used in the platform, so you can navigate the platform and use all the features with ease. SuprSend APIs You can try out SuprSend APIs from our Postman collection Was this page helpful? Yes No Suggest edits Raise issue Overview Start setting up your notifications with SuprSend by following quick start guides for one of the mentioned channels. Next ⌘ I x github linkedin youtube Powered by On this page Benefits of using SuprSend as your notification stack: Introduction to Workflows How do you trigger notifications? SuprSend APIs | 2026-01-13T08:48:10 |
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devops # tooling # automation # sre 1 reaction Comments Add Comment 2 min read The 23-Minute Rule: Why 'Quick Questions' Are Destroying Your Team's Velocity Kumar Kislay Kumar Kislay Kumar Kislay Follow Jan 1 The 23-Minute Rule: Why 'Quick Questions' Are Destroying Your Team's Velocity # productivity # sre # automation # management Comments Add Comment 3 min read The "Thundering Herd" of 2026: Preparing SRE for Agent-Native Infrastructure Meena Nukala Meena Nukala Meena Nukala Follow Jan 1 The "Thundering Herd" of 2026: Preparing SRE for Agent-Native Infrastructure # devops # agents # agentaichallenge # sre Comments Add Comment 3 min read Tech Horror Codex: Vendor Lock‑In Narnaiezzsshaa Truong Narnaiezzsshaa Truong Narnaiezzsshaa Truong Follow Jan 1 Tech Horror Codex: Vendor Lock‑In # devops # cloudcomputing # infosec # sre Comments Add Comment 2 min read CloudWatch Investigations: Your AI-Powered Troubleshooting Sidekick vikasbanage vikasbanage vikasbanage Follow for AWS Community Builders Jan 4 CloudWatch Investigations: Your AI-Powered Troubleshooting Sidekick # aws # genai # cloud # sre 1 reaction Comments Add Comment 4 min read loading... trending guides/resources EKS Standard vs. EKS Auto Mode: The Evolutionary Leap in Kubernetes Operations Rightsizing Kubernetes Requests with the In-Place Vertical Pod Autoscaler CloudWatch Investigations: Your AI-Powered Troubleshooting Sidekick The Role Confusion: SRE vs Cloud vs Platform Engineer (And Why "DevOps Engineer" Misses the Point) A Complete Production-Ready Checklist for Smooth, Safe Deployments Building an Air-gapped Hardened Kubernetes Cluster with Kubespray AWS Multi-Account Guardrails: A Complete Blueprint for Secure, Automated Cloud Governance Bash Scripting for Non-Coders The Hidden Failure Pattern Behind the AWS, Azure and Cloudflare Outages of 2025 Vendor Tools & Reliability — Lessons from the 2025 Cloud Outages The DynamoDB DNS Race Condition That Broke The Internet (And Why Your Self-Healing Systems Might ... Top 10 SRE Tools Dominating 2026: The Ultimate Toolkit for Reliability Engineers 🚀 Google A2UI: The Future of Agentic AI for DevOps & SRE (Goodbye Text-Only ChatOps) Google SRE NALSD Round — A Real Interview Walkthrough 10 MCP Servers to Improve DevOps Workflows SRE in Action: Understanding How Real Teams Use SLOs, SLIs, and Error Budgets to Stay Reliable Th... 10 AWS Production Incidents That Taught Me Real-World SRE Map a Kubernetes cluster with one command MLOps Integration Trends in Late 2025: Bridging DevOps, AI, and Production-Scale ML Infra Proverbs 💎 DEV Diamond Sponsors Thank you to our Diamond Sponsors for supporting the DEV Community Google AI is the official AI Model and Platform Partner of DEV Neon is the official database partner of DEV Algolia is the official search partner of DEV DEV Community — A space to discuss and keep up software development and manage your software career Home DEV++ Podcasts Videos DEV Education Tracks DEV Challenges DEV Help Advertise on DEV DEV Showcase About Contact Free Postgres Database Software comparisons Forem Shop Code of Conduct Privacy Policy Terms of Use Built on Forem — the open source software that powers DEV and other inclusive communities. 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https://dev.to/devteam/join-the-redis-ai-challenge-3000-in-prizes-3oj2 | Join the Redis AI Challenge: $3,000 in Prizes! - DEV Community Forem Feed Follow new Subforems to improve your feed DEV Community Follow A space to discuss and keep up software development and manage your software career Future Follow News and discussion of science and technology such as AI, VR, cryptocurrency, quantum computing, and more. Open Forem Follow A general discussion space for the Forem community. If it doesn't have a home elsewhere, it belongs here Gamers Forem Follow An inclusive community for gaming enthusiasts Music Forem Follow From composing and gigging to gear, hot music takes, and everything in between. Vibe Coding Forem Follow Discussing AI software development, and showing off what we're building. Popcorn Movies and TV Follow Movie and TV enthusiasm, criticism and everything in-between. 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A space to share projects, ask questions, and discuss server-driven templating Dropdown menu Dropdown menu Skip to content Navigation menu Search Powered by Algolia Search Log in Create account DEV Community Close Add reaction Like Unicorn Exploding Head Raised Hands Fire Jump to Comments Save Boost More... Copy link Copy link Copied to Clipboard Share to X Share to LinkedIn Share to Facebook Share to Mastodon Share Post via... Report Abuse Jess Lee for The DEV Team Posted on Jul 23, 2025 Join the Redis AI Challenge: $3,000 in Prizes! # redischallenge # devchallenge # database # ai We are so delighted to partner with Redis for a new DEV challenge! Running through August 10 , the Redis AI Challenge is all about showing how Redis can power the next generation of intelligent, real-time applications. Whether you're passionate about AI or eager to explore what Redis can do beyond caching, this challenge has a path for you. We have two prompts this challenge, giving you two chances to win from a $3,000 prize pool! Flex your creativity, build an impressive project for your portfolio, and show us what you can create with the speed and power of Redis. Our Prompts Real-Time AI Innovators Build an innovative AI-powered application using Redis as your real-time data layer. We want to see you go beyond simple chatbots and explore high-impact use cases like vector search-driven recommendations, semantic caching to optimize LLM performance, or real-time feature streaming for ML workflows. Show us how Redis accelerates the future of AI. AI Innovators Submission Template Beyond the Cache Redis is more than just a cache—it's a powerful, multi-model platform. For this prompt, show us what Redis can really do. Build an impressive application that leverages Redis for capabilities like being a primary database, full-text search, real-time streams, or pub/sub. Beyond the Cache Submission Template Prizes We will have one winner for each prompt (2 winners total). Each winner will receive: $1,500 USD DEV++ Membership Exclusive DEV Badge All Participants with a valid submission will receive a completion badge on their DEV profile. How To Participate To get started, choose one of the prompts above and use the corresponding submission template to publish your post on DEV. Your submission must use Redis, and all code must be open source. We encourage you to explore the latest features in Redis 8 to make your project stand out. Submissions that go above and beyond by creatively combining multiple Redis capabilities will be highly regarded by our judges! No credit card is required to participate. The free tier on Redis Cloud is sufficient to build your project. Redis Cloud is available globally, but some regions (e.g. China) may experience limitations. Please review our judging criteria, rules, guidelines, and FAQ page before submitting so you understand our participation guidelines and official contest rules, such as eligibility requirements. Need Help? We encourage all participants to join the Redis Community Discord to connect with their team and others building with Redis! Helpful Links Getting Started Redis for AI Redis 8 Features Redis Insight (GUI) You can also follow the Redis team right here on DEV: Redis Follow Redis is an open source, in-memory data structure store, used as a database, cache and message broker. It supports data structures such as strings, hashes, lists, sets, sorted sets, bitmaps, hyperloglogs, geospatial indexes and streams. Important Dates July 23: Redis AI Challenge begins! August 10: Submissions due at 11:59 PM PDT August 17: Winners Announced We can’t wait to see what you build! Questions about the challenge? Ask them below. Good luck and happy coding! Top comments (36) Subscribe Personal Trusted User Create template Templates let you quickly answer FAQs or store snippets for re-use. Submit Preview Dismiss Collapse Expand Ben Halpern The DEV Team Ben Halpern The DEV Team Ben Halpern Follow A Canadian software developer who thinks he’s funny. Email ben@forem.com Location NY Education Mount Allison University Pronouns He/him Work Co-founder at Forem Joined Dec 27, 2015 • Jul 23 '25 Dropdown menu Copy link Hide Good luck everyone. Redis is incredibly powerful software and it’s great to be working with them. Like comment: Like comment: 15 likes Like Comment button Reply Collapse Expand Divya Divya Divya Follow A curious lifelong learner, currently a full-time Masters student persuing Computer Science stream. Enthusiastic about development. Joined Jul 9, 2022 • Aug 6 '25 Dropdown menu Copy link Hide Hello sir, can i submit 1 project for 2 prompts- I used both of them, and can I create 1 article or will I need 2 articles for this? Thank you for helping me out. Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand Jess Lee The DEV Team Jess Lee The DEV Team Jess Lee Follow Building DEV and Forem with everyone here. Interested in the future. Email jess@forem.com Location USA / TAIWAN Pronouns she/they Work Co-Founder & COO at Forem Joined Jul 29, 2016 • Aug 6 '25 Dropdown menu Copy link Hide Hi @divyasinghdev , please submit one submission only and leave a note that it qualifies for two prompts. Like comment: Like comment: 2 likes Like Thread Thread Divya Divya Divya Follow A curious lifelong learner, currently a full-time Masters student persuing Computer Science stream. Enthusiastic about development. Joined Jul 9, 2022 • Aug 6 '25 Dropdown menu Copy link Hide Thank you so much for the clarification mam. Like comment: Like comment: 2 likes Like Comment button Reply Collapse Expand blockexperts blockexperts blockexperts Follow Just building blockchain products! Location Paris, France Joined Jul 17, 2024 • Jul 26 '25 Dropdown menu Copy link Hide Its great challenge! Thank you to keep us updated about some wonderful tools. Like comment: Like comment: 2 likes Like Comment button Reply Collapse Expand Noah Brinker The DEV Team Noah Brinker The DEV Team Noah Brinker Follow Marketing @ DEV Joined Apr 4, 2022 • Jul 23 '25 Dropdown menu Copy link Hide Excited to see the submissions! Like comment: Like comment: 7 likes Like Comment button Reply Collapse Expand Ibrahim Pima Ibrahim Pima Ibrahim Pima Follow hey you , follow my journey on my socials Joined Jun 5, 2025 • Aug 2 '25 Dropdown menu Copy link Hide submitted it Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand davinceleecode davinceleecode davinceleecode Follow Software dev with experience in Windows, .NET, web dev, APIs, .NET Core, Razor Pages, and ReactJS. I love exploring new tech and building modern solutions. Email vincent.lee.c.flores@davinceleecode.tech Location Void Education College-educated with a strong self-taught background in software development. Pronouns He/Him Work Software Developer Joined Mar 8, 2025 • Jul 23 '25 Dropdown menu Copy link Hide Every time I see the Redis logo, I get cravings for Reese’s chocolate. 😅 Good luck to everyone out there. Like comment: Like comment: 6 likes Like Comment button Reply Collapse Expand Jess Lee The DEV Team Jess Lee The DEV Team Jess Lee Follow Building DEV and Forem with everyone here. Interested in the future. Email jess@forem.com Location USA / TAIWAN Pronouns she/they Work Co-Founder & COO at Forem Joined Jul 29, 2016 • Jul 23 '25 Dropdown menu Copy link Hide Ha! Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand Prema Ananda Prema Ananda Prema Ananda Follow Full-stack developer: AI applications, rapid MVPs, database expert (MongoDB, Redis, PostgreSQL). Multi-agent systems specialist. Fixed-price development. Days, not months! Email djoty108@gmail.com Location Ukraine Joined May 24, 2025 • Jul 24 '25 Dropdown menu Copy link Hide I've heard a lot about Redis but haven't used it yet. This is such a great opportunity to try it! Like comment: Like comment: 4 likes Like Comment button Reply Collapse Expand Seb Seb Seb Follow Everyone can code. Now the hard part is making something with worth. plan to post my developments and progress. Location South Africa Joined Apr 16, 2025 • Jul 24 '25 • Edited on Jul 24 • Edited Dropdown menu Copy link Hide Redis huh. gonna check it out! Like comment: Like comment: 3 likes Like Comment button Reply Collapse Expand Jeremy Jeremy Jeremy Follow Joined May 22, 2025 • Jul 23 '25 Dropdown menu Copy link Hide That one looks very promising! Like comment: Like comment: 3 likes Like Comment button Reply Collapse Expand usemanusai usemanusai usemanusai Follow Joined Jun 4, 2025 • Aug 11 '25 • Edited on Aug 11 • Edited Dropdown menu Copy link Hide I found out to late.. Still trying to make the best out of it.. but it would have been so much better to win Like comment: Like comment: 2 likes Like Comment button Reply Collapse Expand Richie Looney Richie Looney Richie Looney Follow I'm a revolutionary software developer trying to make a name for myself that my wife and kids can look up to. Email richieandkayla@gmail.com Education Patrick Henry Community College Work Freelance software developer Joined Jun 8, 2025 • Jul 26 '25 Dropdown menu Copy link Hide This will be my first time submitting, I would be lying if I didn't say I am a little nervous with so much brilliant competition. My project is not ready yet but will be by next week, hopefully. Like comment: Like comment: 6 likes Like Comment button Reply Collapse Expand Ibrahim Pima Ibrahim Pima Ibrahim Pima Follow hey you , follow my journey on my socials Joined Jun 5, 2025 • Aug 2 '25 Dropdown menu Copy link Hide Ive subn=mitted how do i verify the team sees it Like comment: Like comment: 3 likes Like Comment button Reply Collapse Expand Jim Parson Jim Parson Jim Parson Follow Jim Parson | Building high-velocity cloud databases at TeraDB Cloud. Database systems engineer focused on distributed architectures, cloud-native scalability, and low-latency OLAP/OLTP solutions. Location Los Altos, California Joined Jul 15, 2025 • Jul 24 '25 Dropdown menu Copy link Hide Good luck everyone Like comment: Like comment: 2 likes Like Comment button Reply View full discussion (36 comments) Some comments may only be visible to logged-in visitors. Sign in to view all comments. Code of Conduct • Report abuse Are you sure you want to hide this comment? 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https://dev.to/pcraig3/cloud-run-vs-app-engine-a-head-to-head-comparison-using-facts-and-science-1225#introduction | Cloud Run vs App Engine: a head-to-head comparison using facts and science - DEV Community Forem Feed Follow new Subforems to improve your feed DEV Community Follow A space to discuss and keep up software development and manage your software career Future Follow News and discussion of science and technology such as AI, VR, cryptocurrency, quantum computing, and more. Open Forem Follow A general discussion space for the Forem community. If it doesn't have a home elsewhere, it belongs here Gamers Forem Follow An inclusive community for gaming enthusiasts Music Forem Follow From composing and gigging to gear, hot music takes, and everything in between. Vibe Coding Forem Follow Discussing AI software development, and showing off what we're building. Popcorn Movies and TV Follow Movie and TV enthusiasm, criticism and everything in-between. DUMB DEV Community Follow Memes and software development shitposting Design Community Follow Web design, graphic design and everything in-between Security Forem Follow Your central hub for all things security. From ethical hacking and CTFs to GRC and career development, for beginners and pros alike Golf Forem Follow A community of golfers and golfing enthusiasts Crypto Forem Follow A collaborative community for all things Crypto—from Bitcoin to protocol development and DeFi to NFTs and market analysis. Parenting Follow A place for parents to the share the joys, challenges, and wisdom that come from raising kids. We're here for them and for each other. Forem Core Follow Discussing the core forem open source software project — features, bugs, performance, self-hosting. Maker Forem Follow A community for makers, hobbyists, and professionals to discuss Arduino, Raspberry Pi, 3D printing, and much more. HMPL.js Forem Follow For developers using HMPL.js to build fast, lightweight web apps. A space to share projects, ask questions, and discuss server-driven templating Dropdown menu Dropdown menu Skip to content Navigation menu Search Powered by Algolia Search Log in Create account DEV Community Close Add reaction Like Unicorn Exploding Head Raised Hands Fire Jump to Comments Save Boost More... Copy link Copy link Copied to Clipboard Share to X Share to LinkedIn Share to Facebook Share to Mastodon Share Post via... Report Abuse Paul Craig Posted on Nov 12, 2020 • Edited on Nov 27, 2020 Cloud Run vs App Engine: a head-to-head comparison using facts and science # cloud # googlecloud # docker # serverless For low-traffic applications, Cloud Run is dramatically cheaper than App Engine. Abstract I was hosting a small web app as a side-project and looking to spend less money. I started out using Heroku, then moved to Google’s Cloud Platform. Using rigorous methods and markdown tables, I performed a science-inspired “how much does this cost?” comparison between App Engine and Cloud Run. This study finds that Cloud Run is usually the best option , although if you have money to burn are a “price insensitive consumer,” then App Engine is a bit zippier. Introduction Imagine you have a side-project-type web app and you’re looking to host it on Google’s Cloud Platform (GCP) but you don’t want to spend too much ca$h. Which GCP service do 4 out of 5 scientists recommend? Let’s find out. Background My incredible journey went basically thus: I built a small express app for upcoming Canadian holidays and wanted cheap but usable hosting. Initially, I was using Heroku’s $7/month Hobby Plan because at the end of the day month, it’s only $7. (ie, that’s like 3 coffees: ‘a coffee’ being the base unit of diminutive purchases.) Heroku was really easy to get going with, to integrate with GitHub Actions , and to ssh into when I needed to fiddle with something. But around month five, it dawned on me that it was going to cost $7/month for the rest of my life, so I started looking for other options. Pivoting to Google Cloud Platform (GCP) GCP was the cloud vendor with the most bonus cash on sign-up, so I figured that was a pretty neutral and unbiased reason to pick it. However, as a hapless first-time user, there are a lot of “ solutions ” to choose from. It seems like you’re not a real cloud vendor unless you can bury newcomers under an avalanche of vaguely differentiated products with abstract geometrical logos, so a straightforward question like “where do I host a basic express app?” didn’t have an obvious answer. Cutting through the media bias with facts and logic, I was able to narrow it down by following the research methodology of googling “ google cloud how do I host express app ”. The two options that popped up were: App Engine Cloud Run Both services will run apps and I had an app to run. Seemed perfect: they anticipated me like how I anticipated Canadians are looking for information about holidays. Methodology By signing up, I was granted 300 (!!) GCP bucks, and as a long-time government employee I knew this meant I had to find a creative way to spend it before the end of the fiscal year. Are you thinking what I’m thinking? Let’s run a research study! (This is where the science comes in.) My research question was “Should I use App Engine or Cloud Run to host my fun but unprofitable app?”, and to investigate that I opted for the immersion method where I would assume the role of a developer trying to host an app on Google Cloud. Setup As a precursor, I needed to set up my app on both services simultaneously. For the initial setup, I used the Quickstart material provided by Google at no cost to embedded researchers like me. (Both Quicks-start are pretty easy to follow once you have the gcloud command-line tools installed .) Overview: App Engine (AE) Node.js Quickstart for App Engine On AE, my express app runs as a node process, like booting it up with npm start locally. AE is a traditional hosting platform: it runs continuously and serves requests as they come in. At the end of the month, you pay for the amount of time it was running, which is typically “the entire month”. Overview: Cloud Run “Build and Deploy” Quickstart for Cloud Run Cloud Run runs containers, so for each release you have to build a container and push it to GCP. Unlike App Engine, Cloud Run only runs when requests come in, so you don’t pay for time spent idling. Containerized apps are more portable but not always something you focus on during development. It’s worth noting that the Cloud Run Quickstart provides 9 example Dockerfiles depending on your language of choice. (I used the Node.js one as a basis.) Simulating traffic At this point in the study, I had 2 instances of my app running: In App Engine: https://hols-ae.nn.r.appspot.com/ In Cloud Run: https://hols-hzlcxvebra-ue.a.run.app/ Because real applications have real traffic, I set up a ping service to send requests to each site exactly once every 47 minutes for the rest of time, just like how a Real Human Being™️ would browse. Having completed my setup, it was time to let the experiment run its course, so I passed the time doing highly academic things like rinsing noobs at dominion.games . Duration 2 months. Findings There were 2 principal findings of the study. For a low-traffic application, Cloud Run is dramatically cheaper than App Engine App Engine seems to respond slightly faster 1. Ongoing costs — Cloud Run wins ✅ Cloud Run App Engine Heroku Hobby Plan Monthly cost $0.09 $11.29 $7.00 Wow. App Engine runs 24/7 for the entire month whereas Cloud Run only runs when serving requests, and the difference is startling. Previously, I had been paying $7 a month for Heroku’s Hobby Plan . App Engine would cost me about 50% more Cloud Run costs 99% less , oh my goodness So basically it’s a blowout win for Cloud Run here. 2. Request latency — App Engine (usually) wins ✅ I also used some online speed test tools to measure the response times of my 2 instances. The results weren’t totally consistent, but App Engine generally responded more quickly. Pingdom Speed test (Results of 3 runs from São Paulo) Cloud Run App Engine Run 1 632 ms 471 ms Run 2 485 ms 568 ms Run 3 562 ms 470 ms Average 559 ms 503 ms Here we see App Engine responding on average 56 ms faster than Cloud Run (although in 1 case, Cloud Run was faster). The huge caveat here is that these times vary widely between runs, sometimes tripling or quadrupling depending on Who The F*ck Knows. WebPageTest (Results of 3 runs using “3G” download speed.) Cloud Run App Engine Run 1 5.217 s 5.010 s Run 2 5.310 s 4.922 s Run 3 5.353 s 5.089 s Average 5.293 s 5.007 s Again, keep in mind that these numbers shift around between runs. Why is App Engine faster? This isn’t totally clear to me, but I can speculate. The one measurable difference I noticed is that that the total request size from Cloud Run was larger because it doesn’t gzip files by default. Cloud Run App Engine Page size 125.8 KB 119.4 KB The Pingdom Speed Test for Cloud Run recommended I Compress components with gzip , and looking through the requests, my combined .js assets are indeed about 6 KB larger. Downloading bigger files makes your site slower, but I don’t think that’s the whole story. The big difference between the two services is that Cloud Run doesn’t run your container unless it’s getting requests. When a request comes in, it does 3 things: boots up the container serves the request shuts down the container It seems likely that the extra time needed to boot up the container adds to the total request time, leading to an average slower response time from Cloud Run. Of course, you also save a lot of money doing it this way, so the tradeoff here is whether you care more about optimizing your speed or your cost. Findings For me, the findings are decisive. If you’re a hobbyist developer and you want to host your fun app for next-to-free, you should definitely use Google Cloud Run. However, if money is no object, then you can pay exponentially more per month for a marginal speed boost on App Engine. Further reading Read more about why Google Cloud Run is better than other hosting options For an excellent intro to Docker, check out this excellent guide by Robert Cooper Check out Google’s “Build and Deploy” Quickstart for Cloud Run Use Github Actions to deploy automatically to Cloud Run Top comments (29) Subscribe Personal Trusted User Create template Templates let you quickly answer FAQs or store snippets for re-use. Submit Preview Dismiss Collapse Expand Ashish “Logmaster” Boston Ashish “Logmaster” Boston Ashish “Logmaster” Boston Follow Joined Jan 4, 2021 • Jan 4 '21 Dropdown menu Copy link Hide Your app-engine was setup to "autoscale" hence the instance would stay up constantly costing you $. If you changed it to "basic" auto-scaling, GAE would have auto scale down and stop the instance and costs should be similar to cloud run. Could you pls re-test with this setting so its a more fair comparison. Thanks, cloud.google.com/appengine/docs/st... Like comment: Like comment: 16 likes Like Comment button Reply Collapse Expand msl00 msl00 msl00 Follow Joined Jan 12, 2021 • Jan 12 '21 • Edited on Jan 12 • Edited Dropdown menu Copy link Hide The linked documentation could be more clear, but it is not correct to say that "autoscaled" instances are "up constantly costing you $". You linked to the "Instance State" section, and it is saying that "autoscaled" instances will only ever show as being in the "running" state (vs the "stopped" state possible for "manual" or "basic" scaling). This is because "autoscaled" instances are shut down after some time (if no requests come in), not that the instances are running 24/7. Like comment: Like comment: 3 likes Like Comment button Reply Collapse Expand Igor Konforti Igor Konforti Igor Konforti Follow Location Berlin-ב Work SRE Joined Aug 14, 2020 • Apr 1 '21 Dropdown menu Copy link Hide I have to agree with @msl00 here! It's unclear and AFAIK AppEngine can NOT auto-scale to 0! Like comment: Like comment: 1 like Like Thread Thread Vajahath Vajahath Vajahath Follow Joined Mar 22, 2019 • May 15 '21 Dropdown menu Copy link Hide App engine standard environment can scale down to zero. I'm paying zero for for my hobby project. cloud.google.com/appengine/docs/th... Like comment: Like comment: 7 likes Like Comment button Reply Collapse Expand Vugar Vugar Vugar Follow Joined May 9, 2021 • Mar 12 '23 Dropdown menu Copy link Hide The problem with autoscaling to 0 is that it causes cold start. Assume your app is idle state(usually after 20 minutes when no new requests coming) so the total number of instance would be 0. So it take about 10 seconds to start the server in AppEngine for a first request. Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand Izzy Young Izzy Young Izzy Young Follow Joined Jul 19, 2019 • Mar 18 '21 Dropdown menu Copy link Hide I laughed out a loud a couple of times reading this article. You have a great sense of humor and a fantastic writing style :) Like comment: Like comment: 10 likes Like Comment button Reply Collapse Expand mdovn mdovn mdovn Follow ... Joined Feb 12, 2020 • Sep 1 '21 Dropdown menu Copy link Hide "sometimes tripling or quadrupling depending on Who The F*ck Knows." =)) Like comment: Like comment: 8 likes Like Comment button Reply Collapse Expand bharatsawnani bharatsawnani bharatsawnani Follow Joined Dec 9, 2020 • Dec 9 '20 Dropdown menu Copy link Hide Nice tests and post, but you should specify which environment you're using for GAE. I primarily code in Java (Haven't deployed with Node.js on GAE so far) and from my experience the Standard environment works similarly to Cloud Run, as it spins up a new instance when a request is made (if there wasn't one already idle). The instance stays idle for 15 mins after that it's shutted down. Google gives you a daily free usage quota of 28 hours for instances. Hence if you tests were runnning once every 47 mins (and the requests didn't require much processing power)... then your daily cost would be 0.00$ as you wouldn't be surpassing the daily free quota. If your tests were on the Flexible Environment then that's a whole different story as an instance has to be idle all the time and I am not so sure what machine type they start of from there. In Standard the lowest instance is an F1, whicho would have 256mb RAM, which is not much but enough for a simple app. Like comment: Like comment: 4 likes Like Comment button Reply Collapse Expand Samuel Favarin Samuel Favarin Samuel Favarin Follow I am a Software Engineer and a Bachelor of Computer Science Location Florianópolis, Brazil Work Software Engineer at Conecta Nuvem Joined Nov 12, 2020 • Nov 13 '20 Dropdown menu Copy link Hide Nice post! In the future would be cool to do a benchmark to compare with a similar AWS service. Like comment: Like comment: 4 likes Like Comment button Reply Collapse Expand Paul Craig Paul Craig Paul Craig Follow Writes code, drinks tea, etc. Certainly would never get a haircut. Location Ottawa, Canada Work Dev at Canadian Digital Service Joined Oct 30, 2020 • Nov 13 '20 Dropdown menu Copy link Hide It's a good question. At work we use Fargate a lot, which I find a lot more complex than Cloud Run to set up, but it has a similar "serverless container" platform concept as CR does. Like comment: Like comment: 5 likes Like Comment button Reply Collapse Expand Mario La Menza Perello Mario La Menza Perello Mario La Menza Perello Follow Joined Aug 9, 2021 • Aug 9 '21 • Edited on Aug 9 • Edited Dropdown menu Copy link Hide I was unsuccessful trying to find out something about your app's datasource. Because IMO there is the big cost, when using Cloud Run. I agree with you, Cloud Run is cheap, but you have to use Cloud SQL as a datasource and in my experience it is far expensive compared with a SQL instance running in GCE. Like comment: Like comment: 2 likes Like Comment button Reply Collapse Expand Mike Neilens Mike Neilens Mike Neilens Follow Joined Mar 25, 2020 • Jun 21 '24 Dropdown menu Copy link Hide I’ve been running a couple of applications on App Engine for several years and never been billed more than $0.50 per month. I think you may have set up App Engine incorrectly for the workload you are using. Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand Dom Dom Dom Follow Joined Feb 12, 2020 • Jan 12 '21 • Edited on Jan 12 • Edited Dropdown menu Copy link Hide Misleading post as the premise is that you pay for App Engine 24/7 which isn't true on the standard instances (predefined languages versions e.g. Go 1.12) only if you choose flex (custom versions). Otherwise you have a point but it's not clear and standard App Engine covers most use cases. Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand Maxim Tan Maxim Tan Maxim Tan Follow Joined Dec 26, 2021 • Dec 26 '21 • Edited on Dec 26 • Edited Dropdown menu Copy link Hide Just to chime in for anyone confused by the huge price difference. In my experience, App Engine Standard Environment with automatic scaling will effectively scale down to "0 instances": After 15 minutes with no request, with automatic scaling, you are billed NOTHING. ( dev-to-uploads.s3.amazonaws.com/up... ) Google states on their pricing page: Accrual of instance hours begins when an instance starts and ends as described below, depending on the type of scaling you specify for the instance: Basic or automatic scaling: accrual ends fifteen minutes after an instance finishes processing its last request. Manual scaling: accrual ends fifteen minutes after an instance shuts down. Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand lostinthefield lostinthefield lostinthefield Follow Work Web Developer at Field Museum Joined Apr 27, 2021 • Apr 27 '21 Dropdown menu Copy link Hide Paul, thanks for this hilarious and informative comparison! I was wondering if you had also considered deploying this site as a static site on something like Firebase Hosting/Vercel/Netlify/Github Pages, etc. (straight to a CDN, instead of worrying about hosting)? Next.js takes cares of a lot of pain points (data fetching, caching etc.). We're considering something like that for our own site. You do lose the benefit of having a proper node.js backend, but so far our needs can be met by Next.js mixed with maybe some serverless functions. Overall, that could maybe bring costs down even further than an auto-scaling container, as long as you don't need access to a real server...? Just food for thought. Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand Lars Rye Jeppesen Lars Rye Jeppesen Lars Rye Jeppesen Follow Aspartam Junkie Location Vice City Pronouns Grand Master Joined Feb 10, 2017 • Dec 18 '22 Dropdown menu Copy link Hide NextJs is great but locks you in to using old hat React, not everybody's cup of tea, mind you. Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand dmytro lysak dmytro lysak dmytro lysak Follow Joined Oct 8, 2021 • Oct 8 '21 Dropdown menu Copy link Hide What about the 1 million requests are free per month on cloud run? Like comment: Like comment: 2 likes Like Comment button Reply Collapse Expand Lisa Guinn Lisa Guinn Lisa Guinn Follow Joined Oct 19, 2021 • Oct 19 '21 Dropdown menu Copy link Hide This is the monthly free tier on Cloud Run: 180,000 vCPU-seconds 360,000 GiB-seconds (memory) 2 million requests 1 GiB free data egress within North America So the app must have exceeded one of these parameters to incur a monthly charge cf. cloud.google.com/run/pricing Like comment: Like comment: 1 like Like Comment button Reply View full discussion (29 comments) Code of Conduct • Report abuse Are you sure you want to hide this comment? It will become hidden in your post, but will still be visible via the comment's permalink . Hide child comments as well Confirm For further actions, you may consider blocking this person and/or reporting abuse Paul Craig Follow Writes code, drinks tea, etc. Certainly would never get a haircut. Location Ottawa, Canada Work Dev at Canadian Digital Service Joined Oct 30, 2020 More from Paul Craig Quickstart: Continuous deployment to Google Cloud Run using Github Actions # github # serverless # googlecloud # tutorial Google Cloud Run: the best hosting platform for dynamic apps # cloud # googlecloud # docker # serverless 💎 DEV Diamond Sponsors Thank you to our Diamond Sponsors for supporting the DEV Community Google AI is the official AI Model and Platform Partner of DEV Neon is the official database partner of DEV Algolia is the official search partner of DEV DEV Community — A space to discuss and keep up software development and manage your software career Home DEV++ Podcasts Videos DEV Education Tracks DEV Challenges DEV Help Advertise on DEV DEV Showcase About Contact Free Postgres Database Software comparisons Forem Shop Code of Conduct Privacy Policy Terms of Use Built on Forem — the open source software that powers DEV and other inclusive communities. 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https://docs.suprsend.com/docs/audit-logs | Audit Logs - SuprSend, Notification infrastructure for Product teams Skip to main content SuprSend, Notification infrastructure for Product teams home page Search... ⌘ K Community Trust Center Platform Status Postman Collection GETTING STARTED What is SuprSend? Quick Start Guide Best Practices Plan Your Integration Go-live checklist CORE CONCEPTS Templates Users Events Workflow Notification Categories Preferences Tenants Lists Broadcast Objects Translations DLT Guidelines Whatsapp Template Guidelines WORKFLOW BUILDER Design Workflow Node List Workflow Settings Trigger Workflow Validate Trigger Payload Tenant Workflows Notification Inbox Overview Multi Tabs React Javascript (Angular, Vuejs etc) React Native Flutter (Headless) PREFERENCE CENTRE Embedded Preference Centre Javascript Angular React VENDOR INTEGRATION GUIDE Overview Email Integrations SMS Integrations Android Push Whatsapp Integrations iOS Push Chat Integrations Vendor Fallback Tenant Vendor INTEGRATIONS Webhook Connectors MONITORING & DEBUGGING Logs Audit Logs Error Guides MANAGE YOUR ACCOUNT Authentication Methods Contact Us Get Started SuprSend, Notification infrastructure for Product teams home page Search... ⌘ K Ask AI Contact Us Get Started Get Started Search... Navigation MONITORING & DEBUGGING Audit Logs Documentation API Reference Management API CLI Reference Developer Resources Changelog Documentation API Reference Management API CLI Reference Developer Resources Changelog MONITORING & DEBUGGING Audit Logs OpenAI Open in ChatGPT Track all actions performed inside your SuprSend account. OpenAI Open in ChatGPT Audit logs provide a complete record of all actions performed by team members on your SuprSend account. Each entry includes who performed the action, when it happened, and details about what changed. This is particularly useful for maintaining team accountability, tracking security-sensitive operations, and quickly identifying who made specific changes—especially helpful when someone accidentally deletes a service token or makes an unintended configuration change. Audit logs are available on the Enterprise plan. Accessing audit logs To view all account activity: Go to Account Settings by clicking on the user icon in the top right corner of the dashboard. Select [Audit Logs] ( https://app.suprsend.com/en/account-settings/audit-logs ) tab. The audit logs page displays a list of actions performed in your account, showing the actor, action, workspace, location, and date for each entry. Filter audit logs to find specific entries by: Filter option Description Date range Choose relative date ranges (e.g., last 7 days, last 30 days) or set an absolute date range Actor Filter by team member email or name Action Select one or more action types (e.g., account.member_invited , api_key.generated ) Tracked actions Authentication & Key / Token Management Monitors all security-related changes including authentication methods, API keys, tokens, and signing keys. These are the highest priority events to track. Authentication (Account Settings → Authentication) Action Description account.mfa_enabled Multi-factor authentication (MFA) was enabled for your account. This adds an extra layer of security by requiring a second verification step when logging in. account.mfa_disabled Multi-factor authentication (MFA) was disabled for your account. This removes the additional security layer. Service Tokens (Account Settings → Service Tokens) Action Description service_token.generated A new service token was created. Service tokens are used for authentication of management API requests or for CLI operations. service_token.deleted Service token was deleted. This token can no longer be used for authentication. API Keys (Developers → API Keys) Action Description api_key.generated A new API key was created. API keys are used to authenticate API requests to SuprSend. api_key.disabled API key was deleted. This key can no longer be used to make API requests. Public Keys (Developers → API Keys) Action Description public_api_key.generated A new public API key was generated. Public API keys are used for authentication of client SDK requests. public_api_key.rotated Public API key was rotated (replaced with a new key). This is done for security purposes to invalidate the old key. public_api_key.deleted Public API key was deleted. This key can no longer be used for authentication. public_api_key.secure_mode_enabled Enhanced security mode was enabled for public API key. This requires a signed user token to be sent along with client requests. public_api_key.secure_mode_disabled Enhanced security mode was disabled for public API key. This no longer requires a signed user token to be sent along with client requests. Signing Keys (Developers → API Keys) Action Description signing_api_key.generated A new signing API key was generated. Signing keys are used to sign JWT tokens for client SDK requests. signing_api_key.deleted Signing API key was deleted. This key can no longer be used to sign JWT tokens. signing_api_key.rolled Signing API key was rolled (replaced with a new key). The old key is invalidated and a new one is generated. Team Management Tracks changes to your team - member invitations, deactivations, and role changes. Team Management (Account Settings → Team) Action Description account.member_invited New team member was invited to the team. They will receive an email to join your team. account.member_deactivated Team member was deactivated. This user can no longer access the account. account.member_invite_cancelled Pending member invitation was cancelled. They will not be able to join using that invitation. account.member_invite_resent Member invitation was resent. This is useful if the original invitation expired or was lost. account.member_role_changed Team member role was changed. This affects their permissions and access level. We’re continuously expanding audit log coverage to include other account level actions. If you have any suggestions or need to track other actions on priority basis, please contact the SuprSend support team . FAQs Can I export my audit logs? This feature to download audit logs or export it in your data warehouse is not available yet. You can raise feature request on slack community or email us at [email protected] . How long are audit logs stored? We start tracking audit logs in your account as soon as you upgrade to the Enterprise plan. The log retention timeframe depends on your billing plan. Why do I see system actions in my audit logs? When events occur that don’t originate from a user action (like automated system updates or side effects from merges), these events may be attributed to system processes. This helps maintain a complete audit trail of all changes to your account. Was this page helpful? 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https://docs.suprsend.com/docs/sms-quick-start | SMS - SuprSend, Notification infrastructure for Product teams Skip to main content SuprSend, Notification infrastructure for Product teams home page Search... ⌘ K Community Trust Center Platform Status Postman Collection GETTING STARTED What is SuprSend? Quick Start Guide Overview Email SMS Whatsapp Inbox Mobile Push Web Push Slack Microsoft Teams Best Practices Plan Your Integration Go-live checklist CORE CONCEPTS Templates Users Events Workflow Notification Categories Preferences Tenants Lists Broadcast Objects Translations DLT Guidelines Whatsapp Template Guidelines WORKFLOW BUILDER Design Workflow Node List Workflow Settings Trigger Workflow Validate Trigger Payload Tenant Workflows Notification Inbox Overview Multi Tabs React Javascript (Angular, Vuejs etc) React Native Flutter (Headless) PREFERENCE CENTRE Embedded Preference Centre Javascript Angular React VENDOR INTEGRATION GUIDE Overview Email Integrations SMS Integrations Android Push Whatsapp Integrations iOS Push Chat Integrations Vendor Fallback Tenant Vendor INTEGRATIONS Webhook Connectors MONITORING & DEBUGGING Logs Audit Logs Error Guides MANAGE YOUR ACCOUNT Authentication Methods Contact Us Get Started SuprSend, Notification infrastructure for Product teams home page Search... ⌘ K Ask AI Contact Us Get Started Get Started Search... Navigation Quick Start Guide SMS Documentation API Reference Management API CLI Reference Developer Resources Changelog Documentation API Reference Management API CLI Reference Developer Resources Changelog Quick Start Guide SMS OpenAI Open in ChatGPT Set up guide to send SMS notifications via SuprSend. OpenAI Open in ChatGPT Create SuprSend account Simply signup on SuprSend to create your account. If you already have your company account setup, ask your admin to invite you to the team. Start testing in Sandbox workspace Your SuprSend account includes three default workspaces: Sandbox, Staging, and Production. You can switch between them from the top navigation bar, and create additional workspaces if needed. Sandbox Demo Workspace with pre-configured vendors for quick exploration and POC. Includes a sample workflow, a sample user with your registered email and pre-configured channels for quick testing. Limitation: Available for a trial period and SMS notifications can be sent only to verified phone numbers (to prevent spam). Staging Development workspace used to test notification flows before pushing it to production. You can enable Test Mode to safely test notification flows without delivering to real users. In Test Mode, notifications is delivered only to designated internal testers. You can also set up a catch-all channel to redirect all notifications intended for non-test users. Production Live workspace for syncing your actual product users and running production workflows. We do not recommend making changes directly in your production workspace as it might disrupt your live notifications. Create a workflow Workflow houses the automation logic of your notification. Each workflow starts with a trigger, processes the defined logic, and sends one or more messages to the end user. You can create a workflow from SuprSend dashboard by clicking on + Create workflow button on the workflows tab . To design a workflow, you need: A Trigger point - Trigger initiates the workflow. You can initiate it Using the direct workflow API , where you can include recipient channel information, preferences, and actor details directly in the trigger. By emitting an event (note: the recipient needs to be pre-created for event-based triggers). Delivery node - Delivery Nodes represent the channels where users will receive notifications. You can use: multi-channel nodes, to send messages across multiple channels, smart channel routing , to notify users sequentially rather than bombarding them on all channels at once (though it’s generally better to use). Template in delivery node contains the content of the notification. You can add both static and dynamic content sourced from user properties or trigger payloads. We use handlebars as our Whatsapp templating language. You can add dynamic content as {{var}} . Add trigger data in the mock to get variable auto-suggestions during editing. Ensure to publish the template before using it in a workflow. Learn more about how to design SMS template here . Functional nodes (Optional) These are the logic nodes in the workflow. You can use it to add delay, batch multiple notifications in a summary or add conditional branches in the workflow. Check out all workflow nodes here. Trigger the workflow You can trigger a test workflow directly from dashboard by clicking on ‘ Test ’ button in your workflow editor or “Commit” changes to trigger it from your code. We follow Git like versioning for workflow changes, so you need to commit your changes to trigger new workflow via the API. You can check all methods of triggering workflow here . To trigger a workflow, you need: Recipient - End user who would be notified in the workflow run. Recipient is uniquely identified by distinct_id within SuprSend and must have the relevant channel identity set in their profile. You can define recipient inline in case of API based trigger or create user profile first for event based trigger. In Sandbox environment, a sample user with your registered email ID is pre-created for testing. You can always add more users or edit existing user profile from subscriber page on UI. Data or Event Properties - This will be used to render dynamic content in the template (added in template mock) or variables in the workflow configuration. We’ll be triggering the workflow with direct API trigger for quick testing. You can check all trigger methods here. Sample payload for API based trigger You can get workspace key, secret or API Key for trigger from Settings tab -> API Keys curl python node go java Copy Ask AI curl --request POST \ --url https://hub.suprsend.com/trigger/ \ --header 'Authorization: Bearer __api_key__' \ --header 'accept: application/json' \ --header 'content-type: application/json' \ --data ' { "workflow": "_workflow_slug_", "recipients": [ { "distinct_id": "0gxxx9f14-xxxx-23c5-1902-xxxcb6912ab09", "$sms":["+12135555444"], "name":"recipient_1" } ], "data":{ "first_name": "User", "invoice_amount": "$5000", "invoice_id":"Invoice-1234" } } ' Check notification logs You can view the status of any sent notification under the Logs tab. Logs are organized in the following order: Requests : Captures all API/SDK requests sent to SuprSend from your backend or frontend. You can see the input payload and request response here. Executions : Workflow executions are logged here. You can click on a log entry to open the step-by-step workflow debugger Messages : All delivery nodes (including webhooks) are tracked here along with their message status (delivered, seen, clicked). Message preview for delivered notifications will also be available soon. Test with your SMS vendor You have to bring your own vendor to setup SMS notification in staging and production workspaces. However, you can test your workflows in Sandbox where sample vendors are pre-added. You can clone workflows from one workspace to another. All you have to do is fill in the vendor form for your respective vendor and you are good to go. Push to Production In SuprSend, each environment is isolated, meaning workflows, users, and vendors are configured separately in testing and production workspaces. Follow this go live checklist to setup things in production once you are done testing. Was this page helpful? Yes No Suggest edits Raise issue Previous Whatsapp Set up guide to send Whatsapp notifications via SuprSend. Next ⌘ I x github linkedin youtube Powered by On this page Create SuprSend account Start testing in Sandbox workspace Create a workflow Trigger the workflow Check notification logs Test with your SMS vendor Push to Production | 2026-01-13T08:48:10 |
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A space to share projects, ask questions, and discuss server-driven templating Dropdown menu Dropdown menu Skip to content Navigation menu Search Powered by Algolia Search Log in Create account DEV Community Close Follow User actions Krishan Hi, I'm Krishan Vijay, a digital marketing professional with 5+ years of experience in SEO, content marketing, and paid ads. I share actionable tips, strategies, and insights to help individuals. Joined Joined on Nov 27, 2024 More info about @krishanvijay Badges One Year Club This badge celebrates the longevity of those who have been a registered member of the DEV Community for at least one year. Got it Close Post 31 posts published Comment 11 comments written Tag 4 tags followed How to Build Browser Games That Players Actually Love to Play Krishan Krishan Krishan Follow Aug 20 '25 How to Build Browser Games That Players Actually Love to Play # gamedev # beginners # webdev # programming Comments Add Comment 5 min read Want to connect with Krishan? 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Sign in Building Scalable Real-Time Multiplayer Card Games Krishan Krishan Krishan Follow Aug 19 '25 Building Scalable Real-Time Multiplayer Card Games # programming # gamedev # productivity # beginners 1 reaction Comments Add Comment 4 min read How Game Physics Shape Player Engagement in Casual Mobile Games Krishan Krishan Krishan Follow Aug 18 '25 How Game Physics Shape Player Engagement in Casual Mobile Games # programming # gamedev # beginners # productivity Comments Add Comment 4 min read Integrating Monte Carlo Tree Search in Chess Game Engines Krishan Krishan Krishan Follow Aug 14 '25 Integrating Monte Carlo Tree Search in Chess Game Engines # developers # gamedev # productivity Comments Add Comment 3 min read Choosing the Right Apple Graphics Framework for Your Game: SpriteKit, SceneKit, or Metal Krishan Krishan Krishan Follow Aug 13 '25 Choosing the Right Apple Graphics Framework for Your Game: SpriteKit, SceneKit, or Metal # gamedev # programming # productivity # beginners Comments Add Comment 3 min read How to Build Lightweight Hyper-Casual Games Krishan Krishan Krishan Follow Aug 11 '25 How to Build Lightweight Hyper-Casual Games # programming # productivity # ai # gamedev Comments Add Comment 3 min read What Makes Hyper-Casual Games So Addictive? Krishan Krishan Krishan Follow Aug 7 '25 What Makes Hyper-Casual Games So Addictive? # gamedev # programming # beginners # productivity Comments Add Comment 4 min read Narrative Depth in Mobile ARPGs: Themes, Lore and Storytelling Excellence Krishan Krishan Krishan Follow Aug 6 '25 Narrative Depth in Mobile ARPGs: Themes, Lore and Storytelling Excellence # discuss # gamedev # learning # beginners Comments Add Comment 2 min read Optimizing Android Game Performance: Memory, GPU & Battery Strategies Krishan Krishan Krishan Follow Aug 4 '25 Optimizing Android Game Performance: Memory, GPU & Battery Strategies # android # gamedev # performance # productivity Comments 1 comment 3 min read From Concept to Cardboard: A Developer’s Guide to Designing Your First Board Game Krishan Krishan Krishan Follow Jul 28 '25 From Concept to Cardboard: A Developer’s Guide to Designing Your First Board Game # gamedev # programming # productivity # beginners Comments Add Comment 2 min read MVP to Production: Hardening, Securing, and Scaling Your Multiplayer Board Game Krishan Krishan Krishan Follow Jul 23 '25 MVP to Production: Hardening, Securing, and Scaling Your Multiplayer Board Game # webdev # productivity # javascript # mongodb Comments Add Comment 4 min read Building a Multiplayer Board Game with JavaScript and WebSockets Krishan Krishan Krishan Follow Jul 22 '25 Building a Multiplayer Board Game with JavaScript and WebSockets # javascript # websockets # programming # multiplayer Comments Add Comment 4 min read Open Source Game Engines vs. Custom Engines? Krishan Krishan Krishan Follow Jul 21 '25 Open Source Game Engines vs. Custom Engines? # gamedev # indiedev # gameengines # programming 1 reaction Comments Add Comment 4 min read Top 5 Revenue Models in the Mobile App Industry Krishan Krishan Krishan Follow Jul 19 '25 Top 5 Revenue Models in the Mobile App Industry # mobile # app # development # startup Comments Add Comment 5 min read Building a Chess Game from Scratch: A Practical Guide for Developers Krishan Krishan Krishan Follow Jul 7 '25 Building a Chess Game from Scratch: A Practical Guide for Developers # webdev # programming # python # unity3d Comments Add Comment 4 min read Advanced Tips for Building High-Performance Android Games Krishan Krishan Krishan Follow Jul 2 '25 Advanced Tips for Building High-Performance Android Games # programming # android # developer # beginners Comments Add Comment 3 min read Building Real-Money Card Games Like Rummy: Tech Stack, Architecture, and Challenges Krishan Krishan Krishan Follow Jul 1 '25 Building Real-Money Card Games Like Rummy: Tech Stack, Architecture, and Challenges # gamedev # webdev # node # architecture Comments Add Comment 3 min read 10 Mistakes to Avoid When Building Your First Mobile App Krishan Krishan Krishan Follow Jun 24 '25 10 Mistakes to Avoid When Building Your First Mobile App # mobile # lowcode # ios # android Comments Add Comment 3 min read How AR & VR Are Transforming Mobile Experiences in 2025 Krishan Krishan Krishan Follow Jun 18 '25 How AR & VR Are Transforming Mobile Experiences in 2025 # discuss # programming # mobile # development Comments Add Comment 5 min read How to Build Your First AR App in 2025 from Idea to App Store Krishan Krishan Krishan Follow Jun 13 '25 How to Build Your First AR App in 2025 from Idea to App Store # programming # beginners # productivity # devops 1 reaction Comments 2 comments 6 min read What are the Strengths and Weaknesses of Netflix? Krishan Krishan Krishan Follow May 29 '25 What are the Strengths and Weaknesses of Netflix? # discuss # webdev # programming # netflix Comments Add Comment 3 min read How to Find the Best Internships in Tier-2 Cities of India Krishan Krishan Krishan Follow May 27 '25 How to Find the Best Internships in Tier-2 Cities of India # internships # webdev # programming # career Comments Add Comment 6 min read How Social Media Affects Our Mental Health? Krishan Krishan Krishan Follow May 19 '25 How Social Media Affects Our Mental Health? # mentalhealth # socialmedia # digitalwellbeing # selfimprovement Comments Add Comment 6 min read How Online Web Development Courses Are Shaping the Future of Tech Careers Krishan Krishan Krishan Follow May 14 '25 How Online Web Development Courses Are Shaping the Future of Tech Careers # webdev # programming # javascript # beginners 3 reactions Comments Add Comment 3 min read App Dev Course vs Self-Learning: The Ultimate Showdown! Krishan Krishan Krishan Follow Apr 24 '25 App Dev Course vs Self-Learning: The Ultimate Showdown! # appdev # programming # self # learning Comments Add Comment 4 min read Best Keyword Research Strategies for SaaS Krishan Krishan Krishan Follow Apr 2 '25 Best Keyword Research Strategies for SaaS # keyword # research # saas # seo 1 reaction Comments Add Comment 4 min read Common SEO Mistakes That Hurt Your Website Ranking Krishan Krishan Krishan Follow Apr 1 '25 Common SEO Mistakes That Hurt Your Website Ranking # beginners # tutorial # ai Comments Add Comment 3 min read How Long Would It Take to Be a Full-Stack Developer? Krishan Krishan Krishan Follow Jan 17 '25 How Long Would It Take to Be a Full-Stack Developer? Comments Add Comment 4 min read How to Make the Most of Remote Work Opportunities Krishan Krishan Krishan Follow Dec 31 '24 How to Make the Most of Remote Work Opportunities # internship # webdev # remote # beginners 1 reaction Comments Add Comment 6 min read How to Become a Content Writer: A Complete Guide Krishan Krishan Krishan Follow Dec 26 '24 How to Become a Content Writer: A Complete Guide # webdev # beginners # howto # contentwriting Comments Add Comment 5 min read 5 Best Digital Marketing Strategies for Small Businesses Krishan Krishan Krishan Follow Nov 27 '24 5 Best Digital Marketing Strategies for Small Businesses # digitalmarketing Comments Add Comment 5 min read loading... 💎 DEV Diamond Sponsors Thank you to our Diamond Sponsors for supporting the DEV Community Google AI is the official AI Model and Platform Partner of DEV Neon is the official database partner of DEV Algolia is the official search partner of DEV DEV Community — A space to discuss and keep up software development and manage your software career Home DEV++ Podcasts Videos DEV Education Tracks DEV Challenges DEV Help Advertise on DEV DEV Showcase About Contact Free Postgres Database Software comparisons Forem Shop Code of Conduct Privacy Policy Terms of Use Built on Forem — the open source software that powers DEV and other inclusive communities. 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Dismiss alert {{ message }} intercom / intercom-node Public Notifications You must be signed in to change notification settings Fork 123 Star 384 Node.js bindings for the Intercom API developers.intercom.com License View license 384 stars 123 forks Branches Tags Activity Star Notifications You must be signed in to change notification settings Code Issues 5 Pull requests 0 Discussions Actions Security Uh oh! There was an error while loading. Please reload this page . Insights Additional navigation options Code Issues Pull requests Discussions Actions Security Insights intercom/intercom-node master Branches Tags Go to file Code Open more actions menu Folders and files Name Name Last commit message Last commit date Latest commit History 550 Commits .fern .fern .github .github scripts scripts src src tests tests .fernignore .fernignore .gitattributes .gitattributes .gitignore .gitignore CONTRIBUTING.md CONTRIBUTING.md LICENSE LICENSE README.md README.md REPO_OWNER REPO_OWNER biome.json biome.json package.json package.json pnpm-lock.yaml pnpm-lock.yaml pnpm-workspace.yaml pnpm-workspace.yaml reference.md reference.md tsconfig.base.json tsconfig.base.json tsconfig.cjs.json tsconfig.cjs.json tsconfig.esm.json tsconfig.esm.json tsconfig.json tsconfig.json vitest.config.mts vitest.config.mts View all files Repository files navigation README Contributing License Intercom TypeScript Library The Intercom TypeScript library provides convenient access to the Intercom APIs from TypeScript. Project Updates The TypeScript SDK has been updated to support latest API version (2.11). Installation npm i -s intercom-client Reference A full reference for this library is available here . Usage Instantiate and use the client with the following: import { IntercomClient } from "intercom-client" ; const client = new IntercomClient ( { token : "YOUR_TOKEN" } ) ; await client . aiContent . createContentImportSource ( { url : "https://www.example.com" } ) ; Request And Response Types The SDK exports all request and response types as TypeScript interfaces. Simply import them with the following namespace: import { Intercom } from "intercom-client" ; const request : Intercom . ConfigureAwayAdminRequest = { ... } ; Exception Handling When the API returns a non-success status code (4xx or 5xx response), a subclass of the following error will be thrown. import { IntercomError } from "intercom-client" ; try { await client . aiContent . createContentImportSource ( ... ) ; } catch ( err ) { if ( err instanceof IntercomError ) { console . log ( err . statusCode ) ; console . log ( err . message ) ; console . log ( err . body ) ; console . log ( err . rawResponse ) ; } } Pagination List endpoints are paginated. The SDK provides an iterator so that you can simply loop over the items: import { IntercomClient } from "intercom-client" ; const client = new IntercomClient ( { token : "YOUR_TOKEN" } ) ; const pageableResponse = await client . articles . list ( ) ; for await ( const item of pageableResponse ) { console . log ( item ) ; } // Or you can manually iterate page-by-page let page = await client . articles . list ( ) ; while ( page . hasNextPage ( ) ) { page = page . getNextPage ( ) ; } // You can also access the underlying response const response = page . response ; Advanced Additional Headers If you would like to send additional headers as part of the request, use the headers request option. const response = await client . aiContent . createContentImportSource ( ... , { headers : { 'X-Custom-Header' : 'custom value' } } ) ; Additional Query String Parameters If you would like to send additional query string parameters as part of the request, use the queryParams request option. const response = await client . aiContent . createContentImportSource ( ... , { queryParams : { 'customQueryParamKey' : 'custom query param value' } } ) ; Retries The SDK is instrumented with automatic retries with exponential backoff. A request will be retried as long as the request is deemed retryable and the number of retry attempts has not grown larger than the configured retry limit (default: 2). A request is deemed retryable when any of the following HTTP status codes is returned: 408 (Timeout) 429 (Too Many Requests) 5XX (Internal Server Errors) Use the maxRetries request option to configure this behavior. const response = await client . aiContent . createContentImportSource ( ... , { maxRetries : 0 // override maxRetries at the request level } ) ; Timeouts The SDK defaults to a 60 second timeout. Use the timeoutInSeconds option to configure this behavior. const response = await client . aiContent . createContentImportSource ( ... , { timeoutInSeconds : 30 // override timeout to 30s } ) ; Aborting Requests The SDK allows users to abort requests at any point by passing in an abort signal. const controller = new AbortController ( ) ; const response = await client . aiContent . createContentImportSource ( ... , { abortSignal : controller . signal } ) ; controller . abort ( ) ; // aborts the request Access Raw Response Data The SDK provides access to raw response data, including headers, through the .withRawResponse() method. The .withRawResponse() method returns a promise that results to an object with a data and a rawResponse property. const { data , rawResponse } = await client . aiContent . createContentImportSource ( ... ) . withRawResponse ( ) ; console . log ( data ) ; console . log ( rawResponse . headers [ 'X-My-Header' ] ) ; Logging The SDK supports logging. You can configure the logger by passing in a logging object to the client options. import { IntercomClient , logging } from "intercom-client" ; const client = new IntercomClient ( { ... logging : { level : logging . LogLevel . Debug , // defaults to logging.LogLevel.Info logger : new logging . ConsoleLogger ( ) , // defaults to ConsoleLogger silent : false , // defaults to true, set to false to enable logging } } ) ; The logging object can have the following properties: level : The log level to use. Defaults to logging.LogLevel.Info . logger : The logger to use. Defaults to a logging.ConsoleLogger . silent : Whether to silence the logger. Defaults to true . The level property can be one of the following values: logging.LogLevel.Debug logging.LogLevel.Info logging.LogLevel.Warn logging.LogLevel.Error To provide a custom logger, you can pass in an object that implements the logging.ILogger interface. Custom logger examples Here's an example using the popular winston logging library. import winston from 'winston' ; const winstonLogger = winston . createLogger ( { ... } ) ; const logger : logging . ILogger = { debug : ( msg , ... args ) => winstonLogger . debug ( msg , ... args ) , info : ( msg , ... args ) => winstonLogger . info ( msg , ... args ) , warn : ( msg , ... args ) => winstonLogger . warn ( msg , ... args ) , error : ( msg , ... args ) => winstonLogger . error ( msg , ... args ) , } ; Here's an example using the popular pino logging library. import pino from 'pino' ; const pinoLogger = pino ( { ... } ) ; const logger : logging . ILogger = { debug : ( msg , ... args ) => pinoLogger . debug ( args , msg ) , info : ( msg , ... args ) => pinoLogger . info ( args , msg ) , warn : ( msg , ... args ) => pinoLogger . warn ( args , msg ) , error : ( msg , ... args ) => pinoLogger . error ( args , msg ) , } ; Runtime Compatibility The SDK works in the following runtimes: Node.js 18+ Vercel Cloudflare Workers Deno v1.25+ Bun 1.0+ React Native Customizing Fetch Client The SDK provides a way for you to customize the underlying HTTP client / Fetch function. If you're running in an unsupported environment, this provides a way for you to break glass and ensure the SDK works. import { IntercomClient } from "intercom-client" ; const client = new IntercomClient ( { ... fetcher : // provide your implementation here } ) ; Contributing While we value open-source contributions to this SDK, this library is generated programmatically. Additions made directly to this library would have to be moved over to our generation code, otherwise they would be overwritten upon the next generated release. Feel free to open a PR as a proof of concept, but know that we will not be able to merge it as-is. We suggest opening an issue first to discuss with us! On the other hand, contributions to the README are always very welcome! About Node.js bindings for the Intercom API developers.intercom.com Topics api sdk intercom Resources Readme License View license Uh oh! There was an error while loading. Please reload this page . Activity Custom properties Stars 384 stars Watchers 177 watching Forks 123 forks Report repository Releases 28 v6.4.0-alpha1: chore: update npm publishing to use OIDC authentication (#501) Latest Nov 6, 2025 + 27 releases Packages 0 No packages published Uh oh! There was an error while loading. Please reload this page . Contributors 73 Uh oh! There was an error while loading. 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https://learn.interviewkickstart.com/about-us | Interview Kickstart - The Best Technical Interview Prep School | Interview Kickstart Skip to content Our January 2026 cohorts are filling up quickly. Join our free webinar to uplevel your career. Register for Webinar About us Why us Instructors Reviews Cost FAQ Contact Blog Register for Webinar About us Founded in 2014, Interview Kickstart is a global leader in career up-leveling, committed to elevating the career trajectories of tech professionals by helping them land their dream jobs with top tech companies. Essentially, we are a proven method of helping experienced engineers get really intimate with the basic core fundamentals of their profession. The same core fundamentals that are used to evaluate their technical chops in tough interviews. And we train them in much more than technical skills - we help them present themselves in the best possible light on their Resumes, LinkedIn profiles and most importantly in interviews. The classes, workshops, quizzes, practice problems, and mock interviews provided me with the knowledge, tools, and the feedback that I was missing. Interview Kickstart showed me how to prepare for success. Flavia Vela Offers: LinkedIn, Amazon Our programs are rigorous, and we expect a certain level of commitment from everyone who enrolls in any of the programs. But we also have a fantastic support team to help you along your journey. If you haven't already, go ahead and sign up for our Pre-enrollment Webinar, and hear from our Founders on how the programs will help you Nail your next Technical Interview. Register for our Free Webinar Next webinar starts in 00 DAYS : 00 HR : 00 MINS : 00 SEC Our Founders Soham Mehta Soham Mehta, Co-founder and Chief Product & Technology Officer at Interview Kickstart, commenced his professional journey with Microsoft before navigating through the dynamic landscape of startups and mid-sized companies. His versatile experiences at eBay as Senior Staff Software Engineer and at Box as Director of Engineering equipped him with invaluable insights that fueled the inception of Interview Kickstart. Beyond IK, Soham is a hands-on parent and indulges in all things AI. He adopts a holistic approach to life and work having undergone the Vipassana meditation experience an impressive five times. Beyond IK, Soham is a hands-on parent and indulges in all things AI. He adopts a holistic approach to life and work having undergone the Vipassana meditation experience an impressive five times. Show more Ryan Valles Ryan Valles, the adept CEO and Co-Founder of Interview Kickstart, is a seasoned leader with over two decades of entrepreneurial experience. His journey started in management consulting followed by a number of entrepreneurial stints including founding and growing companies like RYSA, Urbanspace, and Deals & You. As an EIR with Accel Partners, he incubated multiple startups driving them to profitability. At IK, Ryan leads the growth functions. On the personal front, his life is a seamless blend of work and play. He loves to travel, enjoys pursuing multiple sports, and is a passionate musician - he sings, plays the piano & guitar. Show more The Team Jerin Kesavan Head of HR With a career spanning over 1.5 decades, Jerin is a seasoned people leader spearheading the HR function at IK. With pivotal roles at companies like Unacademy and Simplilearn, Jerin has mastered the intricacies of HR management, excelling in talent acquisition, HR business partnering, talent development, and HR process re-engineering and automation. Outside of work, he is a passionate day trader, navigating the financial markets with the same strategic acumen he applies to HR. Ashwin Ramachandran Head of Engineering With over two decades of expertise and an unwavering passion for data-driven innovation, Ashwin is a vital force in shaping IK's technological landscape. With a robust background, including transformative roles at Yahoo and Yakit, he brings a wealth of experience to his role as the head of engineering at IK. Outside of the digital realm and when not exploring the possibilities Gen AI has to offer, Ashwin can be found enjoying a run with a good audiobook or checking off wonders of the world from his bucket list. Santosh Rout Head of Sales A former techie turned seasoned sales leader, Santosh currently heads the admissions team at IK. A distinguished sales leader and strategic thinker, Santosh comes with over two decades of experience in propelling revenue growth, fostering high-performing teams, and implementing data-driven strategies in companies like Simplilearn and Xseed Education, etc. Beyond his professional pursuits, Santosh finds joy in reading autobiographies, running every alternate day for 10K, and playing tennis. Burhanuddin Pithawala Head of AI Business Over the last 13 years Burhanuddin has navigated the corporate landscape with notable organizations like Oyo in the capacity of VP - Global Marketing & Growth Head, with HealthPlix as the Head of Growth Marketing & also co-founded a startup - OyeParty in 2012. He brings a wealth of expertise in scaling businesses via demand-led growth. At IK, Burhan heads the growth marketing and the AI business charter. Beyond work, Burhan enjoys delving into management and non-fiction books, embraces outdoor running, and practices mindfulness activities. 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https://docs.suprsend.com/docs/logging | Logs - SuprSend, Notification infrastructure for Product teams Skip to main content SuprSend, Notification infrastructure for Product teams home page Search... ⌘ K Community Trust Center Platform Status Postman Collection GETTING STARTED What is SuprSend? Quick Start Guide Best Practices Plan Your Integration Go-live checklist CORE CONCEPTS Templates Users Events Workflow Notification Categories Preferences Tenants Lists Broadcast Objects Translations DLT Guidelines Whatsapp Template Guidelines WORKFLOW BUILDER Design Workflow Node List Workflow Settings Trigger Workflow Validate Trigger Payload Tenant Workflows Notification Inbox Overview Multi Tabs React Javascript (Angular, Vuejs etc) React Native Flutter (Headless) PREFERENCE CENTRE Embedded Preference Centre Javascript Angular React VENDOR INTEGRATION GUIDE Overview Email Integrations SMS Integrations Android Push Whatsapp Integrations iOS Push Chat Integrations Vendor Fallback Tenant Vendor INTEGRATIONS Webhook Connectors MONITORING & DEBUGGING Logs Audit Logs Error Guides MANAGE YOUR ACCOUNT Authentication Methods Contact Us Get Started SuprSend, Notification infrastructure for Product teams home page Search... ⌘ K Ask AI Contact Us Get Started Get Started Search... Navigation MONITORING & DEBUGGING Logs Documentation API Reference Management API CLI Reference Developer Resources Changelog Documentation API Reference Management API CLI Reference Developer Resources Changelog MONITORING & DEBUGGING Logs OpenAI Open in ChatGPT Track, debug, and audit all your notification activity with comprehensive logging. OpenAI Open in ChatGPT SuprSend provides end-to-end logging across requests, executions, broadcasts, and messages. Navigate to the Logs tab to access your logs. Every request produces logs at upto 3 stages depending on the type of request. Requests All API/SDK requests made to SuprSend are logged here. You can see the input payload and request response here. Workflow Executions Workflow trigger and event requests resulting in workflow execution are logged here. You can use this to see step by step workflow execution. Broadcast Executions All broadcast executions are logged here. You can see the summarized step by step execution of the broadcast. Messages Log of all delivery nodes (including webhooks) are tracked here along with their message status (delivered, seen, clicked). Log Types Requests You can check the request payload and response of all API/SDK requests made to SuprSend here . Workflow errors which are detected before workflow execution are also logged here (eg. Trigger condition mismatch, workflow not found and recipient not found). Request log entry details Each request log entry includes these sections: Section Details Response Success response with status, or failure response with error code, description, type, severity, and context Input HTTP method, endpoint (e.g., /event/ , /trigger/ ), and complete JSON payload Workflow Execution If the request is a workflow trigger or event request, you can see the workflow execution log here. Click on it to navigate to the linked workflow execution log. Summary Other relevant information like Recipient (clickable link to user page), idempotency key (with copy button), received at timestamp, workflow name , and tenant ID (if applicable) Status indicators: Status Log Level Meaning 🟢 Completed INFO Request was processed successfully. In case of workflow trigger or event requests, this doesn’t mean successful workflow execution. It just means that workflow run request was accepted by SuprSend. You can check the workflow execution log to see the status of the workflow execution. 🟠 Partial Failure WARNING Request was not successful, and had warnings (non-actionable errors). For example, workflow trigger condition mismatch. 🔴 Failed ERROR Request failed to execute due to some errors. You should continuously monitor these errors and fix it in real-time as these are critical errors that needs a fix. For example, invalid request payload, authentication failures, workflow not found, recipient not found, etc. Common errors captured: Error Type Examples API-level errors Invalid requests, missing required fields, authentication failures Workflow trigger errors Trigger condition mismatch, workflow not found, recipient not found Schema validation errors If you have linked schema to the workflow or event and payload doesn’t match the workflow schema Navigate from here: Workflow trigger / event requests : View execution details in the Workflow Executions log. The linked execution is available in the expanded request log. Broadcast requests : View execution details in the Broadcast Executions log. Other requests : The Request Logs show the final response status and error details. Workflow Executions Workflow execution logs show how individual workflows are processed for each user and show step-by-step workflow execution details. You can see how each node in the workflow is executed. All the errors that happen during workflow execution are logged here, except delivery errors since they are reported later by vendor and is tracked in Message Logs. Each workflow execution log entry includes these sections: Overview : Generic information about the workflow execution: Workflow slug, tenant ID and Recipient (clickable) Execution ID (share this with SuprSend support if you need help in debugging the workflow or want to report an issue) Idempotency key (unique identifier of the request passed to SuprSend) Status (Completed, Partial Failure, Failed) Start time (workflow start timestamp) Notification category Workflow diagram : Visual path of the execution and color coded status against each node. Check the failed nodes for error details. Execution history : Chronological logs of workflow start, node execution, channel computation, template rendering, and notification triggers. Status indicators: Status Log Level Meaning 🟢 Completed INFO Workflow or node Execution completed successfully without failures . It doesn’t mean that all messages were delivered successfully. Check Message Logs for actual delivery status. 🟠 Partial Failure WARNING Workflow or node Execution completed with some warnings (non-actionable errors). For example, no active channels, user preference opt-outs, tenant preference opt-outs, etc. 🔴 Failed ERROR Workflow execution failed for some nodes or some steps in the node execution failed. You can check individual workflow log to see which node failed and the error details. For example, template rendering failures, variable evaluation errors, etc. 🔵 In Progress INFO Workflow or node execution is still in progress. Final status will result in one of the above 3 statuses. Common errors captured: Any error that can be evaluated within SuprSend are logged here, except for delivery errors which are tracked in Message Logs. Error Type Examples Template rendering failures Missing variables, syntax errors Channel computation issues No active channels, User Preference opt-outs, Tenant Preference opt-outs Node execution failures Condition mismatches, data validation errors Variable evaluation errors Missing data, type mismatches Navigate from here: If your workflow execution has delivery or webhook nodes, their corresponding logs are available in Message Logs. Click on view message logs in delivery nodes to navigate to the corresponding message log. “Completed” execution does not mean “Delivered”. A workflow can complete successfully but still have message delivery failures. Check Message Logs for actual delivery status. Broadcast Executions Broadcast execution logs track broadcast campaigns sent to user lists. Unlike workflow execution logs which are per-user, broadcast logs provide a summary of execution across a list of users, showing aggregate statistics and processing steps. Each broadcast execution log entry includes these sections: Overview : Generic information about the broadcast execution: Broadcast slug, tenant ID and List ID (clickable) Broadcast Execution ID (share this with SuprSend support if you need help in debugging the broadcast or want to report an issue) Idempotency key (unique identifier of the request passed to SuprSend) Status (Triggered, Skipped, Failed) Start time (broadcast start timestamp) Notification category Execution history : Chronological logs of broadcast start, template loading, user profile fetching (with progress percentage), channel computation, template rendering, and notification triggering. Aggregate statistics : Summary of the broadcast performance: Total users processed (percentage and count) at each stage of the broadcast execution At delivery stage: Preference evaluation, messages triggered and delivery status (delivered, seen, clicked) Status indicators: Status Meaning 🟢 Triggered Users who received notifications on at least one channel 🟠 Skipped Excluded due to missing channels or opt-out 🔴 Failed Trigger failed due to errors (e.g., template rendering failures) Common errors captured: Error Type Examples Template rendering failures Missing variables, syntax errors Channel computation issues No active channels, User Preference opt-outs, Tenant Preference opt-outs Vendor Config issue Vendor not configured for the channel and notification category or broadcast not supported for that vendor Why execution is skipped: Reason Description Unsubscribed User has unsubscribed from that notification category or the required channel in the category Missing channel User does not have that channel or that is marked inactive due to hard bounce in the past (e.g., no email address, no phone number) Navigate from here: Successful broadcasts will have delivery logs available in Message Logs. Click “View all message logs” next to delivery step to navigate directly to individual message delivery status for all users in the broadcast. Broadcast logs show processing up to trigger. For delivery details, see message logs. Messages Message logs show individual notification messages, their delivery errors and engagement status . You’ll see 1 log entry corresponding to each delivery node or webhook node in the workflow or broadcast execution. Use this to track the delivery errors, notification engagement status, webhook request and response details or any other errors that happen for deivery node during the workflow or broadcast execution. Each message log entry includes: Overview : Generic information about the message: Triggered at timestamp, workflow/broadcast name, node (e.g., Multi-Channel, Email, SMS, Mobile Push, Inbox), template, recipient ID, and tenant ID. Notification Status : Triggered, Delivered, Seen, Clicked, Failed Delivery errors : Delivery errors if any Delivery timeline : Delivery timeline for the message Webhook request and response : Webhook request and response details if any Execution Error : Workflow execution error for delivery or webhook node if any Status indicators: Status Log Level Meaning 🟢 Completed INFO Notification was successfully delivered to user on all channels or handed off to the vendor if we’re not able to track the delivery status 🟠 Partial Failure WARNING Notification was partially delivered on some channels or failed on other or message were not delivered due to warnings like preference opt-outs etc. 🔴 Failed ERROR **Notification failed to be delivered to the end user on all channels or there was an error in workflow execution for some channels like template rendering failures ** 🔵 In Progress INFO Notifications are still in progress. Final status will result in one of the above 3 statuses. Notification Delivery and Engagement Status: Stage Details Triggered ✅ (success) or ❌ (failed) - whether the notification was successfully handed off to the vendor Delivered ✅ (success) or ❌ (failed) - whether the notification was delivered to the end user Seen Whether the notification was seen/opened by the user Clicked Whether the notification was clicked/interacted with Hover over status indicators to see the timestamp of each stage and if failed, the reason for failure. Engagement status tracked across channels: Channel Delivered Seen Clicked Email ✅ ✅ ✅ SMS ✅ ❌ ❌ WhatsApp ✅ ✅ ❌ Android Push ✅ ✅ ✅ iOS Push ✅ ✅ ✅ Web Push ✅ ✅ ✅ Inbox ✅ ✅ ✅ Slack ✅ ❌ ❌ MS Teams ✅ ❌ ❌ Configure https://hub.suprsend.com/webhook/* in your vendor dashboard to track delivery, seen, and click events for email, SMS and WhatsApp. Common errors captured: Error Type Examples Delivery errors Delivery failures reported by vendor Template rendering failures Missing variables, syntax errors Channel computation issues No active channels, User Preference opt-outs, Tenant Preference opt-outs Vendor Config issue Vendor not configured for the channel and notification category or broadcast not supported for that vendor Delay in updating the status: Some events (delivery/seen/click) depend on vendor callbacks and may appear with delay. Navigate from here: Use “View Execution” link to navigate to the corresponding workflow execution log. Navigating Logs Page Refresh Interval Logs are auto-refreshed every 20 seconds by default. You can manually refresh the logs by clicking the refresh button. You can also pause auto-refresh if you’re investigating a specific issue to prevent new logs from changing your view. Filters You have global filters to drill down logs like date range and then you have tab specific filters to filter logs by status, error severity, idempotency key, recipient, object, and tenant ID etc. Fastest ways to find something: Looking for end-to-end trace of a particular request? → Paste idempotency key in the filter to trace the notification end-to-end across all log types Looking for a recipient log history? → Navigate to Users tab and check all users inside user details page or filter by recipient ID or email address in logs page Checking why a notification was not delivered? → Check message logs for delivery errors. If not found, check workflow execution logs for any error in node execution. If still not found, check request logs and see if the workflow was triggered for the user. Tracing all executions for an object? → Filter by object ID on workflow execution and messages logs. Filters panel for narrowing logs Charts with drag-to-zoom capability The request logs page displays an interactive graph showing request volume over time. Hover over any point to see date/time range, total requests, and success/failed/partial failure percentages. Click or drag to zoom into specific time periods. Interactive graph showing request volume with hover details Log Retention Logs default to “Last 1 day” when first opened. Choose from relative ranges (Last 1 day, 7 days, 30 days, and additional presets) or select absolute date ranges with timezone-aware selection. Older logs are retained for a period of time based on your pricing plan . For extended retention options, contact our sales team . Exporting Logs Export logs and notification statuses to your own systems: Outbound Webhooks Get instant alerts of notification statuses after delivery in a URL endpoint. Use for third-party logging, internal alerting, and real-time updates. S3 Sync Sync all logs: requests, workflow executions and messages to your own data warehouse for internal analytics or to power analytics and logs on your product. Frequently Asked Questions What does each message stage mean in SuprSend? Each status represents a specific step in notification processing: Status Meaning Triggered Request was sent to the vendor Trigger Failed SuprSend failed to send the request to the vendor Failure by Vendor Vendor accepted the request but could not deliver it Delivered Message reached the end user Seen User opened or viewed the message or user cleared the notification from tray in case of Android Push Clicked User clicked or interacted with the notification I don't see any error in message logs even though the notification was not delivered? There can be 2 reasons for the delivery failure to not get logged: You have not configured the callback URL in your vendor dashboard. This is why SuprSend is not getting delivery status updates from the vendor. If you’ve configured the webhook and still not seeing delivery status, there’s a delay in delivery status by vendor. Which message stages are tracked per channel? Channel Delivered Seen Clicked Email ✅ ✅ ✅ SMS ✅ ❌ ❌ WhatsApp ✅ ✅ ❌ Android Push ✅ ✅ ✅ iOS Push ✅ ✅ ✅ Web Push ✅ ✅ ✅ Inbox ✅ ✅ ✅ Slack ✅ ❌ ❌ MS Teams ✅ ❌ ❌ Why don’t I see delivery, seen, or click events in logs? Delivery and engagement events require vendor callbacks for SMS, Email and WhatsApp. For push channels, there’s a setup to enable delivery status tracking. Ensure the callback URL https://hub.suprsend.com/webhook/* is set in your vendor dashboard or in case of push channels, see if the SDK setup is done correctly. Why are some notification logs delayed or out of order? Log events can appear delayed because delivery, seen, and click updates depend on asynchronous vendor callbacks and there’s a delay in webhook response from vendor. What timezone are notification logs shown in? Notification logs are displayed in the browser’s local timezone by default. You can change the timezone from the top navbar to your desired timezone. You can also set relative timestamp if needed. Why was a notification channel skipped for a user? A channel may be skipped due to user opt-outs, missing channel identifiers, or vendor and configuration constraints. These decisions are recorded in broadcast execution and message logs. Are there limits on searching or accessing notification logs? Logs have a retention period based on your pricing plan. Generally varies between 30 days to 90 days. Logs older than the retention period are not accessible. Additional Resources Error Guides List of possible errors occurred and their resolutions. Get Support If you need help debugging a workflow, copy Execution ID and contact SuprSend support via in-product chat , email , or Slack community Was this page helpful? Yes No Suggest edits Raise issue Previous Audit Logs Track all actions performed inside your SuprSend account. Next ⌘ I x github linkedin youtube Powered by On this page Log Types Requests Workflow Executions Broadcast Executions Messages Navigating Logs Page Refresh Interval Filters Charts with drag-to-zoom capability Log Retention Exporting Logs Frequently Asked Questions Additional Resources | 2026-01-13T08:48:10 |
https://github.com/cohere-ai/cohere-typescript?tab=readme-ov-file#streaming | GitHub - cohere-ai/cohere-typescript: The Cohere TypeScript SDK Skip to content Navigation Menu Toggle navigation Sign in Appearance settings Platform AI CODE CREATION GitHub Copilot Write better code with AI GitHub Spark Build and deploy intelligent apps GitHub Models Manage and compare prompts MCP Registry New Integrate external tools DEVELOPER WORKFLOWS Actions Automate any workflow Codespaces Instant dev environments Issues Plan and track work Code Review Manage code changes APPLICATION SECURITY GitHub Advanced Security Find and fix vulnerabilities Code security Secure your code as you build Secret protection Stop leaks before they start EXPLORE Why GitHub Documentation Blog Changelog Marketplace View all features Solutions BY COMPANY SIZE Enterprises Small and medium teams Startups Nonprofits BY USE CASE App Modernization DevSecOps DevOps CI/CD View all use cases BY INDUSTRY Healthcare Financial services Manufacturing Government View all industries View all solutions Resources EXPLORE BY TOPIC AI Software Development DevOps Security View all topics EXPLORE BY TYPE Customer stories Events & webinars Ebooks & reports Business insights GitHub Skills SUPPORT & SERVICES Documentation Customer support Community forum Trust center Partners Open Source COMMUNITY GitHub Sponsors Fund open source developers PROGRAMS Security Lab Maintainer Community Accelerator Archive Program REPOSITORIES Topics Trending Collections Enterprise ENTERPRISE SOLUTIONS Enterprise platform AI-powered developer platform AVAILABLE ADD-ONS GitHub Advanced Security Enterprise-grade security features Copilot for Business Enterprise-grade AI features Premium Support Enterprise-grade 24/7 support Pricing Search or jump to... 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Dismiss alert {{ message }} cohere-ai / cohere-typescript Public Notifications You must be signed in to change notification settings Fork 21 Star 160 The Cohere TypeScript SDK docs.cohere.ai License MIT license 160 stars 21 forks Branches Tags Activity Star Notifications You must be signed in to change notification settings Code Issues 2 Pull requests 2 Actions Projects 0 Security Uh oh! There was an error while loading. Please reload this page . Insights Additional navigation options Code Issues Pull requests Actions Projects Security Insights cohere-ai/cohere-typescript main Branches Tags Go to file Code Open more actions menu Folders and files Name Name Last commit message Last commit date Latest commit History 248 Commits .fern .fern .github/ workflows .github/ workflows scripts scripts src src tests tests .fernignore .fernignore .gitignore .gitignore .npmignore .npmignore CONTRIBUTING.md CONTRIBUTING.md LICENSE LICENSE README.md README.md banner.png banner.png biome.json biome.json package.json package.json pnpm-lock.yaml pnpm-lock.yaml pnpm-workspace.yaml pnpm-workspace.yaml reference.md reference.md tsconfig.json tsconfig.json vitest.config.mts vitest.config.mts View all files Repository files navigation README Contributing MIT license Cohere TypeScript SDK The Cohere Typescript SDK allows access to Cohere models across many different platforms: the cohere platform, AWS (Bedrock, Sagemaker), Azure, GCP and Oracle OCI. For a full list of support and snippets, please take a look at the SDK support docs page . Documentation Cohere documentation and API reference is available here . Installation npm i -s cohere-ai Usage import { CohereClientV2 } from "cohere-ai" ; const cohere = new CohereClientV2 ( { } ) ; ( async ( ) => { const response = await cohere . chat ( { model : 'command-a-03-2025' , messages : [ { role : 'user' , content : 'hello world!' , } , ] , } ) ; console . log ( response ) ; } ) ( ) ; Streaming The SDK supports streaming endpoints. To take advantage of this feature for chat, use chatStream . import { CohereClientV2 } from "cohere-ai" ; const cohere = new CohereClientV2 ( { } ) ; ( async ( ) => { const stream = await cohere . chatStream ( { model : 'command-a-03-2025' , messages : [ { role : 'user' , content : 'hello world!' , } , ] , } ) ; for await ( const chatEvent of stream ) { if ( chatEvent . type === 'content-delta' ) { console . log ( chatEvent . delta ?. message ) ; } } } ) ( ) ; Errors When the API returns a non-success status code (4xx or 5xx response), a subclass of CohereError will be thrown: import { CohereClientV2 , CohereError , CohereTimeoutError } from "cohere-ai" ; const cohere = new CohereClient ( { token : "YOUR_API_KEY" , } ) ; ( async ( ) => { try { await cohere . generate ( /* ... */ ) ; } catch ( err ) { if ( err instanceof CohereTimeoutError ) { console . log ( "Request timed out" , err ) ; } else if ( err instanceof CohereError ) { // catch all errors console . log ( err . statusCode ) ; console . log ( err . message ) ; console . log ( err . body ) ; } } } ) ( ) ; Beta status This SDK is in beta, and while we will try to avoid it, there may be breaking changes between versions without a major version update. Therefore, we recommend pinning the package version to a specific version in your package.json file. This way, you can install the same version each time without breaking changes unless you are intentionally looking for the latest version. Contributing While we value open-source contributions to this SDK, the code is generated programmatically. Additions made directly would have to be moved over to our generation code, otherwise they would be overwritten upon the next generated release. Feel free to open a PR as a proof of concept, but know that we will not be able to merge it as-is. We suggest opening an issue first to discuss with us! On the other hand, contributions to the README are always very welcome! About The Cohere TypeScript SDK docs.cohere.ai Topics nodejs javascript typescript sdk npm-package Resources Readme License MIT license Contributing Contributing Uh oh! There was an error while loading. Please reload this page . 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https://docs.suprsend.com/docs/inbox-flutter#installation | Flutter (Headless) - SuprSend, Notification infrastructure for Product teams Skip to main content SuprSend, Notification infrastructure for Product teams home page Search... ⌘ K Community Trust Center Platform Status Postman Collection GETTING STARTED What is SuprSend? Quick Start Guide Best Practices Plan Your Integration Go-live checklist CORE CONCEPTS Templates Users Events Workflow Notification Categories Preferences Tenants Lists Broadcast Objects Translations DLT Guidelines Whatsapp Template Guidelines WORKFLOW BUILDER Design Workflow Node List Workflow Settings Trigger Workflow Validate Trigger Payload Tenant Workflows Notification Inbox Overview Multi Tabs React Javascript (Angular, Vuejs etc) React Native Flutter (Headless) PREFERENCE CENTRE Embedded Preference Centre Javascript Angular React VENDOR INTEGRATION GUIDE Overview Email Integrations SMS Integrations Android Push Whatsapp Integrations iOS Push Chat Integrations Vendor Fallback Tenant Vendor INTEGRATIONS Webhook Connectors MONITORING & DEBUGGING Logs Audit Logs Error Guides MANAGE YOUR ACCOUNT Authentication Methods Contact Us Get Started SuprSend, Notification infrastructure for Product teams home page Search... ⌘ K Ask AI Contact Us Get Started Get Started Search... Navigation Notification Inbox Flutter (Headless) Documentation API Reference Management API CLI Reference Developer Resources Changelog Documentation API Reference Management API CLI Reference Developer Resources Changelog Notification Inbox Flutter (Headless) OpenAI Open in ChatGPT Integrate SuprSend inbox in Flutter using the headless SDK and hooks. OpenAI Open in ChatGPT SuprSend uses flutter hooks to provide inbox functionality in flutter applications. Installation 1 Project's pubspec.yaml changes Add the following line of code inside dependencies in the pubspec.yaml file under the dependencies section pubspec.yaml Copy Ask AI dependencies : flutter : sdk : flutter suprsend_flutter_inbox : "^0.0.1" 2 Run flutter pub get in the terminal Bash Copy Ask AI $ flutter pub get Initialization Enclose your Material App inside SuprSendProvider and pass the workspace key, workspace secret, distinct_id, and subscriber_id . main.dart Copy Ask AI import 'package:suprsend_flutter_inbox/main.dart' ; SuprSendProvider ( workspaceKey : < your workspace key > , workspaceSecret: < your workspace secret > , distinctId: distinct_id, subscriberId: subscriber_id, child: YourAppComponent() ) SuprSend hooks can only be used inside of SuprSendProvider. Adding SuprSend inbox component useBell hook This hook provides unSeenCount, markAllSeen which is related to the Bell icon in the inbox unSeenCount : Use this variable to show the unseen notification count anywhere in your application. markAllSeen : Used to mark seen for all notifications. Call this method on clicking the bell icon so that it will reset the notification count to 0. bell.dart Copy Ask AI import 'package:suprsend_flutter_inbox/main.dart' ; final bellData = useBell (); // bellData structure: { "unSeenCount" : int , "markAllSeen" : () =>void } useNotifications hook This hook provides a notifications list, unSeenCount, markClicked, and markAllSeen. notifications : List of all notifications. This array can be looped and notifications can be displayed. unSeenCount : Use this variable to show the unseen notification count anywhere in your application. markClicked : Method used to mark a notification as clicked. Pass notification id which is clicked as the first param. code.dart Copy Ask AI import 'package:suprsend_flutter_inbox/main.dart' ; final notifData = useNotifications (); // notifData structure: { "notifications" : List < Notification > , "unSeenCount" : int , "markAllSeen" : () =>void "markClicked" :( n_id ) =>void } // Notification structure: { "n_id" : string , "n_category" : string , "created_on" : int , "seen_on" : int , "message" : { "header" : string , "text" : string , "url" : string , "extra_data" : string , "avatar" : { "action_url" : string , "avatar_url" : string }, "subtext" : { "text" : string , "action_url" : string } "actions" :[ { "name" : string , "url" : string } ] } } Example implementation Example implementation can be found here . Was this page helpful? Yes No Suggest edits Raise issue Previous Embedded Preference Centre How to integrate a Notification Preference Center into your website and add its link to your notification templates. Next ⌘ I x github linkedin youtube Powered by On this page Installation Initialization Adding SuprSend inbox component useBell hook useNotifications hook Example implementation | 2026-01-13T08:48:10 |
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https://github.com/candidhealth/candid-node?tab=readme-ov-file#usage | GitHub - candidhealth/candid-node: Node.JS SDK for Candid API Skip to content Navigation Menu Toggle navigation Sign in Appearance settings Platform AI CODE CREATION GitHub Copilot Write better code with AI GitHub Spark Build and deploy intelligent apps GitHub Models Manage and compare prompts MCP Registry New Integrate external tools DEVELOPER WORKFLOWS Actions Automate any workflow Codespaces Instant dev environments Issues Plan and track work Code Review Manage code changes APPLICATION SECURITY GitHub Advanced Security Find and fix vulnerabilities Code security Secure your code as you build Secret protection Stop leaks before they start EXPLORE Why GitHub Documentation Blog Changelog Marketplace View all features Solutions BY COMPANY SIZE Enterprises Small and medium teams Startups Nonprofits BY USE CASE App Modernization DevSecOps DevOps CI/CD View all use cases BY INDUSTRY Healthcare Financial services Manufacturing Government View all industries View all solutions Resources EXPLORE BY TOPIC AI Software Development DevOps Security View all topics EXPLORE BY TYPE Customer stories Events & webinars Ebooks & reports Business insights GitHub Skills SUPPORT & SERVICES Documentation Customer support Community forum Trust center Partners Open Source COMMUNITY GitHub Sponsors Fund open source developers PROGRAMS Security Lab Maintainer Community Accelerator Archive Program REPOSITORIES Topics Trending Collections Enterprise ENTERPRISE SOLUTIONS Enterprise platform AI-powered developer platform AVAILABLE ADD-ONS GitHub Advanced Security Enterprise-grade security features Copilot for Business Enterprise-grade AI features Premium Support Enterprise-grade 24/7 support Pricing Search or jump to... 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Dismiss alert {{ message }} candidhealth / candid-node Public Notifications You must be signed in to change notification settings Fork 0 Star 3 Node.JS SDK for Candid API 3 stars 0 forks Branches Tags Activity Star Notifications You must be signed in to change notification settings Code Issues 3 Pull requests 8 Actions Projects 0 Security Uh oh! There was an error while loading. Please reload this page . Insights Additional navigation options Code Issues Pull requests Actions Projects Security Insights candidhealth/candid-node master Branches Tags Go to file Code Open more actions menu Folders and files Name Name Last commit message Last commit date Latest commit History 192 Commits .github .github examples examples scripts scripts src src tests tests .fernignore .fernignore .gitignore .gitignore .npmignore .npmignore README.md README.md biome.json biome.json jest.config.mjs jest.config.mjs package.json package.json reference.md reference.md tsconfig.json tsconfig.json yarn.lock yarn.lock View all files Repository files navigation README Candid TypeScript Library The Candid TypeScript library provides convenient access to the Candid APIs from TypeScript. Table of Contents Installation Reference Usage Request and Response Types Exception Handling Advanced Additional Headers Additional Query String Parameters Retries Timeouts Aborting Requests Access Raw Response Data Runtime Compatibility Contributing Installation npm i -s candidhealth Reference A full reference for this library is available here . Usage Instantiate and use the client with the following: import { CandidApiClient } from "candidhealth" ; const client = new CandidApiClient ( { clientId : "YOUR_CLIENT_ID" , clientSecret : "YOUR_CLIENT_SECRET" } ) ; await client . preEncounter . eligibilityChecks . v1 . post ( { payerId : "payer_id" , provider : { npi : "npi" } , subscriber : { firstName : "first_name" , lastName : "last_name" } } ) ; Request and Response Types The SDK exports all request and response types as TypeScript interfaces. Simply import them with the following namespace: import { CandidApi } from "candidhealth" ; const request : CandidApi . AuthGetTokenRequest = { ... } ; Exception Handling When the API returns a non-success status code (4xx or 5xx response), a subclass of the following error will be thrown. import { CandidApiError } from "candidhealth" ; try { await client . preEncounter . eligibilityChecks . v1 . post ( ... ) ; } catch ( err ) { if ( err instanceof CandidApiError ) { console . log ( err . statusCode ) ; console . log ( err . message ) ; console . log ( err . body ) ; console . log ( err . rawResponse ) ; } } Advanced Additional Headers If you would like to send additional headers as part of the request, use the headers request option. const response = await client . preEncounter . eligibilityChecks . v1 . post ( ... , { headers : { 'X-Custom-Header' : 'custom value' } } ) ; Additional Query String Parameters If you would like to send additional query string parameters as part of the request, use the queryParams request option. const response = await client . preEncounter . eligibilityChecks . v1 . post ( ... , { queryParams : { 'customQueryParamKey' : 'custom query param value' } } ) ; Retries The SDK is instrumented with automatic retries with exponential backoff. A request will be retried as long as the request is deemed retryable and the number of retry attempts has not grown larger than the configured retry limit (default: 2). A request is deemed retryable when any of the following HTTP status codes is returned: 408 (Timeout) 429 (Too Many Requests) 5XX (Internal Server Errors) Use the maxRetries request option to configure this behavior. const response = await client . preEncounter . eligibilityChecks . v1 . post ( ... , { maxRetries : 0 // override maxRetries at the request level } ) ; Timeouts The SDK defaults to a 60 second timeout. Use the timeoutInSeconds option to configure this behavior. const response = await client . preEncounter . eligibilityChecks . v1 . post ( ... , { timeoutInSeconds : 30 // override timeout to 30s } ) ; Aborting Requests The SDK allows users to abort requests at any point by passing in an abort signal. const controller = new AbortController ( ) ; const response = await client . preEncounter . eligibilityChecks . v1 . post ( ... , { abortSignal : controller . signal } ) ; controller . abort ( ) ; // aborts the request Access Raw Response Data The SDK provides access to raw response data, including headers, through the .withRawResponse() method. The .withRawResponse() method returns a promise that results to an object with a data and a rawResponse property. const { data , rawResponse } = await client . preEncounter . eligibilityChecks . v1 . post ( ... ) . withRawResponse ( ) ; console . log ( data ) ; console . log ( rawResponse . headers [ 'X-My-Header' ] ) ; Runtime Compatibility The SDK defaults to node-fetch but will use the global fetch client if present. The SDK works in the following runtimes: Node.js 18+ Vercel Cloudflare Workers Deno v1.25+ Bun 1.0+ React Native Customizing Fetch Client The SDK provides a way for you to customize the underlying HTTP client / Fetch function. If you're running in an unsupported environment, this provides a way for you to break glass and ensure the SDK works. import { CandidApiClient } from "candidhealth" ; const client = new CandidApiClient ( { ... fetcher : // provide your implementation here } ) ; Contributing While we value open-source contributions to this SDK, this library is generated programmatically. Additions made directly to this library would have to be moved over to our generation code, otherwise they would be overwritten upon the next generated release. Feel free to open a PR as a proof of concept, but know that we will not be able to merge it as-is. We suggest opening an issue first to discuss with us! On the other hand, contributions to the README are always very welcome! About Node.JS SDK for Candid API Resources Readme Uh oh! There was an error while loading. Please reload this page . Activity Custom properties Stars 3 stars Watchers 16 watching Forks 0 forks Report repository Releases 169 1.17.2 Latest Jan 12, 2026 + 168 releases Packages 0 No packages published Uh oh! There was an error while loading. Please reload this page . Contributors 7 Uh oh! There was an error while loading. Please reload this page . Languages TypeScript 99.9% JavaScript 0.1% Footer © 2026 GitHub, Inc. Footer navigation Terms Privacy Security Status Community Docs Contact Manage cookies Do not share my personal information You can’t perform that action at this time. | 2026-01-13T08:48:10 |
https://www.youtube.com/watch?v=NPFVLLxhEI4 | Balancing | Marble League 2020 Opening Ceremony + E1 - YouTube 정보 보도자료 저작권 문의하기 크리에이터 광고 개발자 약관 개인정보처리방침 정책 및 안전 YouTube 작동의 원리 새로운 기능 테스트하기 © 2026 Google LLC, Sundar Pichai, 1600 Amphitheatre Parkway, Mountain View CA 94043, USA, 0807-882-594 (무료), yt-support-solutions-kr@google.com, 호스팅: Google LLC, 사업자정보 , 불법촬영물 신고 크리에이터들이 유튜브 상에 게시, 태그 또는 추천한 상품들은 판매자들의 약관에 따라 판매됩니다. 유튜브는 이러한 제품들을 판매하지 않으며, 그에 대한 책임을 지지 않습니다. var ytInitialData = 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https://dev.to/devteam/dev-community-how-to-avoid-plagiarism-4kia | DEV Community: How to Avoid Plagiarism Forem Feed Follow new Subforems to improve your feed DEV Community Follow A space to discuss and keep up software development and manage your software career Future Follow News and discussion of science and technology such as AI, VR, cryptocurrency, quantum computing, and more. Open Forem Follow A general discussion space for the Forem community. If it doesn't have a home elsewhere, it belongs here Gamers Forem Follow An inclusive community for gaming enthusiasts Music Forem Follow From composing and gigging to gear, hot music takes, and everything in between. Vibe Coding Forem Follow Discussing AI software development, and showing off what we're building. Popcorn Movies and TV Follow Movie and TV enthusiasm, criticism and everything in-between. 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A space to share projects, ask questions, and discuss server-driven templating Dropdown menu Dropdown menu Skip to content Navigation menu Search Powered by Algolia Search Log in Create account DEV Community Close Add reaction Like Unicorn Exploding Head Raised Hands Fire Jump to Comments Save Boost More... Copy link Copy link Copied to Clipboard Share to X Share to LinkedIn Share to Facebook Share to Mastodon Share Post via... Report Abuse Casey 💎 for The DEV Team Posted on May 5, 2021 with Michael Tharrington and Rachel Fazio • Edited on Jan 5, 2023 DEV Community: How to Avoid Plagiarism # meta # community This post was updated by the DEV Team on January 5th 2023 to take into account AI-assisted plagiarism . As DEV continues to grow, we want to ensure that DEV remains a place of integrity and inclusiveness. At DEV, we use Community Moderation as a tool to maintain a respectful and positive environment. It is important to us that we provide you all with the tools to identify and flag problems that may affect a single author or countless DEV users. In this post, we hope to provide simple and effective guidance to combat plagiarism as a community. Whether you’re reporting plagiarism as you stumble upon it or learning how to avoid it in your own writing, hopefully, you find this resource helpful! What is Plagiarism? Oxford Languages defines plagiarism as, "the practice of taking someone else's work or ideas and passing them off as one's own," however, plagiarism is multifaceted and it’s not always so clear as this. Bowdoin University wrote a great breakdown of the four most common types of plagiarism , in tl:dr fashion these are: "Direct Plagiarism" "Self Plagiarism" "Mosaic Plagiarism" "Accidental Plagiarism" Let's take a little deeper look into each… Direct Plagiarism is the most blatant form of plagiarism we encounter. This pertains to a user copying and pasting content from another blog, piece of media, or document, and claiming it as their own. Self Plagiarism is described through an academic lens in the Bowdoin University article which is not as relevant to our community, but we can think of this in a different way. For instance, you could potentially self-plagiarize by reposting an article you wrote for a company or publication, if they own your work. In many circumstances, these places will be happy for you to repost your work elsewhere, but make sure that you understand the terms and conditions of your writing before reposting. Mosaic Plagiarism generally starts when someone is inspired by another user's work and wants to write about the same topic. This occasionally manifests as copying and pasting certain passages of someone else’s work or as Bowdoin says “ finds synonyms for the author’s language while keeping to the same general structure and meaning of the original ” but failing to cite the original author. (Notice how we were able to link directly to the specific language in the text... every extra step we can take to clarify where the info came from is ideal!) Accidental Plagiarism happens when folks misquote their sources, forget to cite sources, or copy their sources too closely by accident (like mosaic plagiarism). How to Avoid Plagiarizing Someone's Work? Luckily, avoiding plagiarism is pretty easy once you know how to identify it. Typically, it is as simple as providing a straightforward source and citation to any media you use that is not your own in your post. When should I cite something? If you're pulling information from an external source that you did not create, you should always cite where the information came from. For example, say you're writing an article on using an npm package, axios, and you're using information from their documentation — you should link their docs in your article. This not only gives them credit for their work but also helps the DEV community in case someone wants to do more research about the topic. If you copy a source directly — use quotes and absolutely provide a source + citation. If you just looked at a source and paraphrased it in your own words, you don't need to use quotations, but it is still best to cite the source. If in doubt, always provide a source + citation! It's unlikely anyone will fault you for offering too many citations or listing too many sources. How should I cite something? Great question! See how I linked to the university's actual post on plagiarism ( the source ) and quoted the plagiarism types that they named. Notice that I didn't try to misappropriate these ideas as my own in any way and made it explicitly clear that this information came from Bowdoin University. This allows readers to do more research at the original source and ensures that the writers receive fair credit. A Note on AI Assisted Plagiarism We understand that there are AI tools (like ChatGPT) that can be used to aid in content creation. When used responsibly, these tools can be really cool and are generally allowed on the platform. However, these tools also have the potential for abuse. Please review our guidelines for using AI-assisted tools in your writing here: Guidelines for AI-assisted Articles on DEV Erin Bensinger for The DEV Team ・ Dec 19 '22 #meta #chatgpt #writing #abotwrotethis You should check out the full guidelines, but in regards to plagiarism, take care not to use AI to copy someone’s work unwittingly… and of course, don’t do it on purpose either! Always do your research and be responsible, making sure to cite sources if appropriate and disclose whatever tool you used to write your article. And even then, using AI does not excuse you from posting an article that plagiarizes others’ works. If we discover that you have done so, we will act to unpublish any offending posts and may suspend your DEV account. Be mindful and don’t let your usage of AI cause you to plagiarize. How to Recognize & Report Plagiarism? Now that you know how to properly cite sources, let's talk a bit about how to recognize plagiarism and where to go to report it. Recognizing Plagiarism Sometimes you just get the feeling that something is being plagiarized. Maybe you feel like you read it somewhere before. Or perhaps you notice a sharp change in the author’s voice. Maybe you see strange errors that occur from copying/pasting! Do a little detective work by dropping chunks of the text into your search engine of choice (or try the “quick search” option on plagium.com), and see if you can find any results with similar wording. If you do, report it to us ! (More on that below!) And of course, plagiarism doesn’t just happen in writing — it’s just as important to attribute images, code, videos, and other media. If you see a graph (or code block) you recognize from elsewhere, try to place it, and again, let us know. You might find the reverse image search at tineye.com helpful for seeing if an image is plagiarized! Other times, you may notice that someone isn't taking content from another source word-for-word, but their content feels too close to the original for comfort. Alternatively, maybe their graph is in blue instead of red like the original, or maybe their code has slightly different variables but is otherwise the same as someone else’s. If you feel like it’s off, report it and let us know why! What about those times when someone seems to be claiming that a repo or CodePen is theirs (when it's not)? ... Definitely reportable! As for examples that likely should not be reported: someone is reposting their own work that they first posted elsewhere someone is giving a shout-out to someone else's work or has written a companion piece/response to someone else's post (while making it clear it's unaffiliated) Reporting Plagiarism If you believe you’ve encountered plagiarism or copyright violations, the absolute BEST action you can take is to report the post and provide any evidence you have. Reporting the post sends it directly to our community team to take action. If you're unsure, it's okay to send it to us for review... we won't penalize you for being mistaken. All this said, we do not recommend calling anyone out in the comments section — as we discussed before, plagiarism can be accidental and/or is sometimes enforced differently in a variety of cultures. We ask that you simply report the post rather than getting personally involved which could accidentally trigger arguments, hurt feelings, or possibly even further conduct violations. Wrap Up We hope this advice is helpful! Of course, if you think we missed any good points here or would like to add your own advice, feel free to comment down below! Top comments (12) Subscribe Personal Trusted User Create template Templates let you quickly answer FAQs or store snippets for re-use. Submit Preview Dismiss Collapse Expand Temani Afif Temani Afif Temani Afif Follow Your favorite CSS Hacker Joined Feb 11, 2021 • May 5 '21 • Edited on May 6 • Edited Dropdown menu Copy link Hide Let's hope this post will also play as a warning for people doing plagiarism 😉 A good free tool I always use to detect plagiarism is ... Google! yes google. If you have any doubt about any content, take 3 or 4 sentences for the post (always from the middle, not from the beginning) and put them on the search result. If it's a plagiarism you will get the original post. Another advice is to consider formatting. Bad formatted posts are generally plagiarism due to the simple copy/past (yes, some users are lazy to format what they pick elsewhere) Like comment: Like comment: 19 likes Like Comment button Reply Collapse Expand Atulit Anand Atulit Anand Atulit Anand Follow feeling happy ^^ Email atulitraj.anand@gmail.com Joined Feb 21, 2021 • May 6 '21 Dropdown menu Copy link Hide That's actually clever Like comment: Like comment: 4 likes Like Comment button Reply Collapse Expand Michael Tharrington Michael Tharrington Michael Tharrington Follow I'm a friendly, non-dev, cisgender guy from NC who enjoys playing music/making noise, hiking, eating veggies, and hanging out with my best friend/wife + our 3 kitties + 1 greyhound. Email mct3545@gmail.com Location North Carolina Education BFA in Creative Writing Pronouns he/him Work Senior Community Manager at DEV Joined Oct 24, 2017 • May 6 '21 Dropdown menu Copy link Hide Thanks so much for writing this up Casey, this is super helpful advice all around! I really like how you covered the plagiarism that is specific to the developer world — folks copying code without giving credit or misrepresenting repos at their own. So happy to be working with ya to remove plagiarism from the site and educate folks on how to properly cite sources! Like comment: Like comment: 3 likes Like Comment button Reply Collapse Expand Akin C. Akin C. Akin C. Follow Hi, I like Computer Science :)! Location Anonymus Education Master in Computer Science Work Thinking to stop! Joined Oct 2, 2019 • May 6 '21 Dropdown menu Copy link Hide Hello Casey 💎, thanks for your article! I assume the diamond is part of your name so I put it in there :D! Showing respect for someone's work is always important because at least two simple reasons came to my mind (besides the reason that the work is not one's own). This person's work seems to be "teaching" and therefore has some value to you if used That person's work was done with difficulty, and if the person is not named, the effort will not be respected However, there may be licenses or other situations where the work can be used by someone else without naming. Therefore, I fully agree with " If you encounter plagiarism, the absolute BEST action you can take is to report the post. Reporting the post sends it directly to our community team to take action. " Please consider some research before blocking the content. Otherwise, it could lead to great displeasure. Take, as an example, an extreme situation where a group of people does not report real plagiarism just to create such unrest within the community. But keep in mind that I am not an expert on such critical situations. These are just some thoughts. Like comment: Like comment: 2 likes Like Comment button Reply Collapse Expand Casey 💎 Casey 💎 Casey 💎 Follow All about Engineering && Community! Self-taught engineer now a CTO Location California Work CTO @ Hatchfi Joined Dec 11, 2020 • May 6 '21 Dropdown menu Copy link Hide Hey Akin! I completely agree with you! There's definitely a gray area that may be unknown to an average user. We're always looking into reports and also reaching out to the original authors in some instances. Please consider some research before blocking the content. You betcha! All reports are reviewed by the Community Success team, Michael, Ella, and myself before any action is taken. We're also very forgiving in most instances because a lot of times it's not malicious Like comment: Like comment: 3 likes Like Comment button Reply Collapse Expand Gracie Gregory (she/her) Gracie Gregory (she/her) Gracie Gregory (she/her) Follow - Current Dir. of Communications & Marketing @ the Rust Foundation. - Planning team: rustconf.com - Former DEV/Forem team member <3 Location Portland, Oregon Education Comparative Literature & the History of Ideas @ Willamette University Pronouns she/her Work Rust Foundation Joined Feb 27, 2020 • May 6 '21 Dropdown menu Copy link Hide This is awesome. Thanks to the entire Community Success team for the work you do protecting people and their work. Like comment: Like comment: 4 likes Like Comment button Reply Collapse Expand Matt Ellen-Tsivintzeli Matt Ellen-Tsivintzeli Matt Ellen-Tsivintzeli Follow Ultra-fullstack software developer. Python, JavaScript, C#, C. Location Earth Education I am a master of science Pronouns He/him/his/his Work Software Engineer Joined May 2, 2017 • May 12 '21 • Edited on May 12 • Edited Dropdown menu Copy link Hide What I find odd, as some plagiarised posts are easy to spot from their title alone*, is that the things being plagiarised often exist on multiple pages on the web, which raises the question: are the plagiarisers plagiarising other plagiarisers? * Titles like "unions with c" or "c strings" or other such short titles, always about C. Like comment: Like comment: 2 likes Like Comment button Reply Collapse Expand CraigRoss CraigRoss CraigRoss Follow Joined Mar 20, 2021 • May 7 '21 Dropdown menu Copy link Hide Anyone know how do we stop people stealing our front end code in chrome extensions now that Google are discontinuing the licensing api (which normally protects front end code for paid for chrome extensions)? 9to5google.com/2020/09/22/google-c... Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand Best Digital Trendz Best Digital Trendz Best Digital Trendz Follow Best Digital Trendz is an IT Technologies guest blog that delivers the latest IT software knowledge and covers top digital trends in Social Media etc. Email bestdigitaltrendz@gmail.com Location india Work IT consultant Joined Mar 19, 2021 • May 6 '21 Dropdown menu Copy link Hide Great information... thanks for share Like comment: Like comment: 2 likes Like Comment button Reply Collapse Expand Andrew Baisden Andrew Baisden Andrew Baisden Follow Software Developer | Content Creator | AI, Tech, Programming Location London, UK Education Bachelor Degree Computer Science Work Software Developer Joined Feb 11, 2020 • May 7 '21 Dropdown menu Copy link Hide Good information. Like comment: Like comment: 2 likes Like Comment button Reply Collapse Expand Michael MacTaggert Michael MacTaggert Michael MacTaggert Follow Michael MacTaggert is a software developer looking for work, host of a law review podcast called Amicus Lectio, and a moderator of Programming Discussions (invite.progdisc.club). Follow me on Twitter! Email mikeoverby@outlook.com Location Tacoma, WA Education BS in CS, University of Washington, Tacoma Joined Oct 27, 2017 • Apr 14 '22 • Edited on Apr 14 • Edited Dropdown menu Copy link Hide In case someone would be interested in the POV of a Plagiarist! dev.to/lethargilistic/what-is-plag... Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand João Osório João Osório João Osório Follow Love to code although it bugs me. Location Lisbon, PT Education College Work Full Stack Developer at Government Joined Jan 11, 2019 • Nov 3 '21 Dropdown menu Copy link Hide Someone tell user @abusayed to read this... dev.to/ozzie_eu/comment/1jdc7 Like comment: Like comment: 1 like Like Comment button Reply View full discussion (12 comments) Code of Conduct • Report abuse Are you sure you want to hide this comment? It will become hidden in your post, but will still be visible via the comment's permalink . Hide child comments as well Confirm For further actions, you may consider blocking this person and/or reporting abuse The DEV Team Follow The hardworking team behind DEV ❤️ Want to contribute to open source and help make the DEV community stronger? The code that powers DEV is called Forem and is freely available on GitHub. You're welcome to jump in! 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https://dev.to/devteam/join-the-bright-data-real-time-ai-agents-challenge-3000-in-prizes-cog | Join the Bright Data Real-Time AI Agents Challenge: $3,000 in prizes! - DEV Community Forem Feed Follow new Subforems to improve your feed DEV Community Follow A space to discuss and keep up software development and manage your software career Future Follow News and discussion of science and technology such as AI, VR, cryptocurrency, quantum computing, and more. Open Forem Follow A general discussion space for the Forem community. If it doesn't have a home elsewhere, it belongs here Gamers Forem Follow An inclusive community for gaming enthusiasts Music Forem Follow From composing and gigging to gear, hot music takes, and everything in between. Vibe Coding Forem Follow Discussing AI software development, and showing off what we're building. Popcorn Movies and TV Follow Movie and TV enthusiasm, criticism and everything in-between. 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A space to share projects, ask questions, and discuss server-driven templating Dropdown menu Dropdown menu Skip to content Navigation menu Search Powered by Algolia Search Log in Create account DEV Community Close Add reaction Like Unicorn Exploding Head Raised Hands Fire Jump to Comments Save Boost More... Copy link Copy link Copied to Clipboard Share to X Share to LinkedIn Share to Facebook Share to Mastodon Share Post via... Report Abuse dev.to staff for The DEV Team Posted on May 7, 2025 • Edited on Jun 10, 2025 Join the Bright Data Real-Time AI Agents Challenge: $3,000 in prizes! # devchallenge # brightdatachallenge # ai # webdev We're excited to announce our newest challenge with Bright Data ! Running through May 18 May 25 , the Bright Data Real-Time AI Agents Challenge invites you to build intelligent AI agents and systems that can autonomously interact with the web, retrieve live data, and make decisions based on the most current information available. Whether you're an AI engineer, data scientist, or vibe coder, this hackathon is the perfect opportunity to build something awesome. One talented developer will take home $3,000, an exclusive DEV badge, and a DEV++ membership ! All participants will receive a completion badge. We hope you give it a try! Our Prompt Your mandate is to leverage Bright Data and build an AI agent or system powered by real-time web data . The most powerful submissions will utilize Bright Data's MCP server to enable all four key actions: Discover: Find relevant content across the open web Access: Navigate even the most complex or protected websites Extract: Pull structured, real-time data at scale Interact: Engage with dynamic, JavaScript-rendered pages as a human would The MCP server is specifically designed to empower AI agents to perform these actions seamlessly, and we encourage you to incorporate all four capabilities in your project. The most important aspect? Your solution should showcase how access to reliable web data improves AI performance in solving real-world problems. How To Participate In order to participate, you will need to create a Bright Data account through this link and publish a post using the submission template below. Your project should integrate Bright Data’s infrastructure for real-time data usage and demonstrate how AI systems perform better when they have reliable, current information from across the web. All projects must be deployed and functional. If your app requires logging in, please provide testing credentials in your submission and/or instructions on how to best test your application for judges. Bright Data Hackathon Submission Template Bright Data Credits Participants will receive $250 in credits upon signing up through our dedicated sign up link . If you're not seeing the credits in your account, try adding devto as a promo code. If additional credits are required, participants can email noah@brightdata.com with the subject line “DEV Challenge - Credit Required,” including the email they used to sign up and details about their use case. Important Note: Use of Data Provided by Bright Data If you receive data from Bright Data as part of this challenge, it is solely for use in your project submission. This data is not intended for reuse, resale, or redistribution at any point. Data provided for the competition will be accessed through an account created by Bright Data and credited using a dev.to promotion code. The promotion code will provide the necessary credits to complete your project as part of the challenge. Misuse of the data or credits may result in disqualification from the competition and/or revocation of access. Please review our judging criteria, rules, guidelines, and FAQ page before submitting so you understand our participation guidelines and official contests rules such as eligibility requirements. Recommended Tech Stack 🛠️ Use the latest open-source AI tools to build your project. Here’s a modern stack to get you started (but feel free to get creative!): Frontend: Next.js, Vercel, Streamlit Embeddings & RAG Libraries: Nomic, Cognita, LLMWare, JinaAI Backend & Model Access: LangChain, Netflix Metaflow, Hugging Face, FastAPI, Ollama Data & Retrieval: Postgres, Milvus, Weaviate, PGVector, FAISS Large Language Models: LLaMA 3.3, Mistral, Gemma 2, Qwen, Phi You can get to know the Bright Data platform by utilizing their docs and tutorials: Developer Docs Bright Data Blog Bright Data Use Cases Project Ideas 💡 Real-time news or sentiment trackers Market or price monitoring bots LLMs with live data pieplines Multi-agent research assistants Crawlers for data extraction from forums like reddit Or anything else you can imagine! Important Dates May 7: Bright Data AI Web Access Hackathon begins! May 18 May 25 : Submissions due at 11:59 PM PDT May 29 June 5: Winners Announced We can't wait to meet the agents you build! Questions about the challenge? Ask them below. Good luck and happy coding! Top comments (46) Subscribe Personal Trusted User Create template Templates let you quickly answer FAQs or store snippets for re-use. Submit Preview Dismiss Collapse Expand Ben Halpern The DEV Team Ben Halpern The DEV Team Ben Halpern Follow A Canadian software developer who thinks he’s funny. Email ben@forem.com Location NY Education Mount Allison University Pronouns He/him Work Co-founder at Forem Joined Dec 27, 2015 • May 7 '25 Dropdown menu Copy link Hide Good luck! I've been playing around with Bright Data and am impressed (Inspired by the last Bright Data challenge) Like comment: Like comment: 12 likes Like Comment button Reply Collapse Expand Anshu Mandal Anshu Mandal Anshu Mandal Follow Location India Joined Aug 30, 2024 • May 7 '25 • Edited on May 8 • Edited Dropdown menu Copy link Hide Wishing if prize pool was split into three like all challenges but thanks again for this opportunity I'll try my best 🐱 Also I wanted to ask when will you announce winners of Alibaba challenge? Like comment: Like comment: 4 likes Like Comment button Reply Collapse Expand Collins Dada Collins Dada Collins Dada Follow Passionate Coder and Cyber Security Enthusiast Email dada4ash@gmail.com Location Abuja, Nigeria Pronouns Optimus/Prime Joined Mar 22, 2025 • May 11 '25 Dropdown menu Copy link Hide i wished the same. and are we getting participation badges? Like comment: Like comment: 3 likes Like Thread Thread Jess Lee The DEV Team Jess Lee The DEV Team Jess Lee Follow Building DEV and Forem with everyone here. Interested in the future. Email jess@forem.com Location USA / TAIWAN Pronouns she/they Work Co-Founder & COO at Forem Joined Jul 29, 2016 • May 12 '25 Dropdown menu Copy link Hide @contractorx yup! all participants with valid submissions will receive a completion badge. Like comment: Like comment: 3 likes Like Comment button Reply Collapse Expand Jess Lee The DEV Team Jess Lee The DEV Team Jess Lee Follow Building DEV and Forem with everyone here. Interested in the future. Email jess@forem.com Location USA / TAIWAN Pronouns she/they Work Co-Founder & COO at Forem Joined Jul 29, 2016 • May 8 '25 Dropdown menu Copy link Hide Good luck! Here are the Alibaba Winners: Congrats to the Alibaba Cloud Web Game Challenge Winners! dev.to staff for The DEV Team ・ May 8 #devchallenge #alibabachallenge #webdev #cloud Like comment: Like comment: 4 likes Like Comment button Reply Collapse Expand sahra 💫 sahra 💫 sahra 💫 Follow software engineer 👩💻, technical writer, i posts contents relating to Linux, C programming language, software tools, JavaScript, React e.t.c. 🟢Volunteer Mod and Challenge Judge here on DEV🟢 Location Lagos, Nigeria Joined Jul 23, 2022 • May 9 '25 Dropdown menu Copy link Hide @jess @brightdata I currently have a bright data account (created from the last Bright data challenge), and I no longer have any free credits. Is there a way I can get the $250 credits without having to create a new account? Like comment: Like comment: 5 likes Like Comment button Reply Collapse Expand Wassim Soltani Wassim Soltani Wassim Soltani Follow I love exploring new stuff ✨ Location Tunisia Education Lots of it Pronouns He/Him Work Software Engineer & Founder of Blueblood Joined May 4, 2025 • May 10 '25 Dropdown menu Copy link Hide Try reaching out to noah@brightdata.com with the subject line "DEV Challenge - Credit Required". Like comment: Like comment: 4 likes Like Comment button Reply Collapse Expand Jess Lee The DEV Team Jess Lee The DEV Team Jess Lee Follow Building DEV and Forem with everyone here. Interested in the future. Email jess@forem.com Location USA / TAIWAN Pronouns she/they Work Co-Founder & COO at Forem Joined Jul 29, 2016 • May 12 '25 Dropdown menu Copy link Hide @sarahokolo does using the code devto at checkout resolve your issue? Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand davinceleecode davinceleecode davinceleecode Follow Software dev with experience in Windows, .NET, web dev, APIs, .NET Core, Razor Pages, and ReactJS. I love exploring new tech and building modern solutions. Email vincent.lee.c.flores@davinceleecode.tech Location Void Education College-educated with a strong self-taught background in software development. Pronouns He/Him Work Software Developer Joined Mar 8, 2025 • May 8 '25 Dropdown menu Copy link Hide Another keyboard is about to get broken again...🔥🔥🔥 Like comment: Like comment: 4 likes Like Comment button Reply Collapse Expand P.H Isidor P.H Isidor P.H Isidor Follow Joined May 2, 2025 • May 14 '25 Dropdown menu Copy link Hide Thank God! This was extended. I actually am just starting today. I needed that time, but was willing to push through. Good luck to everyone.👍 Like comment: Like comment: 5 likes Like Comment button Reply Collapse Expand Wassim Soltani Wassim Soltani Wassim Soltani Follow I love exploring new stuff ✨ Location Tunisia Education Lots of it Pronouns He/Him Work Software Engineer & Founder of Blueblood Joined May 4, 2025 • May 14 '25 Dropdown menu Copy link Hide Same here, but I'm curious about what prompted the push.. Like comment: Like comment: 3 likes Like Comment button Reply Collapse Expand Jess Lee The DEV Team Jess Lee The DEV Team Jess Lee Follow Building DEV and Forem with everyone here. Interested in the future. Email jess@forem.com Location USA / TAIWAN Pronouns she/they Work Co-Founder & COO at Forem Joined Jul 29, 2016 • May 7 '25 Dropdown menu Copy link Hide Good luck everyone! Like comment: Like comment: 4 likes Like Comment button Reply Collapse Expand Shweta Kale Shweta Kale Shweta Kale Follow Software Developer Location India Work Fable - https://www.sharefable.com Joined May 28, 2020 • May 26 '25 • Edited on May 26 • Edited Dropdown menu Copy link Hide I've seen a few projects using https://api.brightdata.com instead of @brightdata/mcp . I think @brightdata/mcp uses the API under the hood, but they are different, right? For this hackathon, were we required to use @brightdata/mcp ? Can someone confirm if I'm correct or wrong? @noah_kalson_8115056be2f03 Like comment: Like comment: 2 likes Like Comment button Reply Collapse Expand Noah Kalson Noah Kalson Noah Kalson Follow Joined May 19, 2025 • May 26 '25 Dropdown menu Copy link Hide That is correct, the goal of the hachathon is to use the MCP. The APIs sit under the MCP so they will be used regardless. Like comment: Like comment: 2 likes Like Comment button Reply Collapse Expand Shweta Kale Shweta Kale Shweta Kale Follow Software Developer Location India Work Fable - https://www.sharefable.com Joined May 28, 2020 • May 26 '25 Dropdown menu Copy link Hide Thank you!! That clears up my confusion😊 Like comment: Like comment: 2 likes Like Comment button Reply Collapse Expand Olga Braginskaya Olga Braginskaya Olga Braginskaya Follow Oh That Data Girl Anti-Bullshit Enthusiast. Data engineer with a systems mindset, mildly owned by cats. Writing what I wish someone had written earlier. Pronouns she/her Work Senior Data Engineer Joined Mar 22, 2023 • May 9 '25 Dropdown menu Copy link Hide So I used a link to sign up and didn't get 250$ credits, only 2$. I don't know how to proceed from here. Like comment: Like comment: 2 likes Like Comment button Reply Collapse Expand Jess Lee The DEV Team Jess Lee The DEV Team Jess Lee Follow Building DEV and Forem with everyone here. Interested in the future. Email jess@forem.com Location USA / TAIWAN Pronouns she/they Work Co-Founder & COO at Forem Joined Jul 29, 2016 • May 9 '25 Dropdown menu Copy link Hide Oh no! We'll reach out to their team and get back to you ASAP. Like comment: Like comment: 2 likes Like Comment button Reply Collapse Expand Olga Braginskaya Olga Braginskaya Olga Braginskaya Follow Oh That Data Girl Anti-Bullshit Enthusiast. Data engineer with a systems mindset, mildly owned by cats. Writing what I wish someone had written earlier. Pronouns she/her Work Senior Data Engineer Joined Mar 22, 2023 • May 9 '25 Dropdown menu Copy link Hide I wrote to noah@brightdata.com and got the code which solved the problem. Thanks! Like comment: Like comment: 2 likes Like Thread Thread Jess Lee The DEV Team Jess Lee The DEV Team Jess Lee Follow Building DEV and Forem with everyone here. Interested in the future. Email jess@forem.com Location USA / TAIWAN Pronouns she/they Work Co-Founder & COO at Forem Joined Jul 29, 2016 • May 9 '25 Dropdown menu Copy link Hide Oh good! Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand Wassim Soltani Wassim Soltani Wassim Soltani Follow I love exploring new stuff ✨ Location Tunisia Education Lots of it Pronouns He/Him Work Software Engineer & Founder of Blueblood Joined May 4, 2025 • May 10 '25 Dropdown menu Copy link Hide Same issue happened to me, about to reach out via email. Like comment: Like comment: 2 likes Like Comment button Reply Collapse Expand Wassim Soltani Wassim Soltani Wassim Soltani Follow I love exploring new stuff ✨ Location Tunisia Education Lots of it Pronouns He/Him Work Software Engineer & Founder of Blueblood Joined May 4, 2025 • May 10 '25 Dropdown menu Copy link Hide If anyone has a similar issue, you can apply the promo code "devto" manually in the billing screen to get the full credits. Like comment: Like comment: 3 likes Like Comment button Reply Collapse Expand Raziel Rodrigues Raziel Rodrigues Raziel Rodrigues Follow Useful technical articles and thoughts about everything Email raziel.rodrigues@outlook.pt Location Brazilian living in Portugal Joined Jun 15, 2023 • May 16 '25 Dropdown menu Copy link Hide I am almost finishing my project be aware with my submission my friends AQUI É BRASIL! Like comment: Like comment: 5 likes Like Comment button Reply Collapse Expand Nevo David Nevo David Nevo David Follow Founder of Postiz, an open-source social media scheduling tool. Running Gitroom, the best place to learn how to grow open-source tools. Education Didn't finish high school :( Pronouns Nev/Nevo Work OSS Chief @ Gitroom Joined Feb 23, 2022 • May 7 '25 Dropdown menu Copy link Hide Man, $3k for a smart agent? Alright, might roll up my sleeves and take a crack at this. Deadlines make me move faster anyway. Like comment: Like comment: 5 likes Like Comment button Reply Collapse Expand ANIRUDDHA ADAK ANIRUDDHA ADAK ANIRUDDHA ADAK Follow AI Agent Engineer focused on creating self-directed AI systems that learn, adapt, and execute multi-step tasks without human intervention. Email aniruddhaadak80@gmail.com Joined Nov 11, 2024 • May 7 '25 Dropdown menu Copy link Hide That is we all need 🔥🔥🔥 Like comment: Like comment: 3 likes Like Comment button Reply View full discussion (46 comments) Some comments may only be visible to logged-in visitors. Sign in to view all comments. Code of Conduct • Report abuse Are you sure you want to hide this comment? It will become hidden in your post, but will still be visible via the comment's permalink . Hide child comments as well Confirm For further actions, you may consider blocking this person and/or reporting abuse The DEV Team Follow The hardworking team behind DEV ❤️ Want to contribute to open source and help make the DEV community stronger? 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https://github.com/square/square-php-sdk | GitHub - square/square-php-sdk: PHP client library for the Square API Skip to content Navigation Menu Toggle navigation Sign in Appearance settings Platform AI CODE CREATION GitHub Copilot Write better code with AI GitHub Spark Build and deploy intelligent apps GitHub Models Manage and compare prompts MCP Registry New Integrate external tools DEVELOPER WORKFLOWS Actions Automate any workflow Codespaces Instant dev environments Issues Plan and track work Code Review Manage code changes APPLICATION SECURITY GitHub Advanced Security Find and fix vulnerabilities Code security Secure your code as you build Secret protection Stop leaks before they start EXPLORE Why GitHub Documentation Blog Changelog Marketplace View all features Solutions BY COMPANY SIZE Enterprises Small and medium teams Startups Nonprofits BY USE CASE App Modernization DevSecOps DevOps CI/CD View all use cases BY INDUSTRY Healthcare Financial services Manufacturing Government View all industries View all solutions Resources EXPLORE BY TOPIC AI Software Development DevOps Security View all topics EXPLORE BY TYPE Customer stories Events & webinars Ebooks & reports Business insights GitHub Skills SUPPORT & SERVICES Documentation Customer support Community forum Trust center Partners Open Source COMMUNITY GitHub Sponsors Fund open source developers PROGRAMS Security Lab Maintainer Community Accelerator Archive Program REPOSITORIES Topics Trending Collections Enterprise ENTERPRISE SOLUTIONS Enterprise platform AI-powered developer platform AVAILABLE ADD-ONS GitHub Advanced Security Enterprise-grade security features Copilot for Business Enterprise-grade AI features Premium Support Enterprise-grade 24/7 support Pricing Search or jump to... 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Dismiss alert {{ message }} square / square-php-sdk Public Notifications You must be signed in to change notification settings Fork 55 Star 76 PHP client library for the Square API developer.squareup.com License MIT license 76 stars 55 forks Branches Tags Activity Star Notifications You must be signed in to change notification settings Code Issues 0 Pull requests 6 Actions Security Uh oh! There was an error while loading. Please reload this page . Insights Additional navigation options Code Issues Pull requests Actions Security Insights square/square-php-sdk master Branches Tags Go to file Code Open more actions menu Folders and files Name Name Last commit message Last commit date Latest commit History 214 Commits .fern .fern .github/ workflows .github/ workflows src src tests tests .fernignore .fernignore .gitignore .gitignore LICENSE LICENSE README.md README.md composer.json composer.json phpstan.neon phpstan.neon phpunit.xml phpunit.xml reference.md reference.md View all files Repository files navigation README MIT license Square PHP SDK The Square PHP library provides convenient access to the Square API from PHP. Requirements Use of the Square PHP SDK requires: PHP ^8.1 Installation Use Composer to configure and install to configure and install the Square PHP SDK: composer require square/square Usage use Square \ SquareClient ; use Square \ Payments \ Requests \ CreatePaymentRequest ; use Square \ Types \ CashPaymentDetails ; use Square \ Types \ Currency ; use Square \ Types \ Money ; $ square = new SquareClient (); $ response = $ square -> payments -> create ( request: new CreatePaymentRequest ( [ ' idempotencyKey ' => ' 4935a656-a929-4792-b97c-8848be85c27c ' , ' sourceId ' => ' CASH ' , ' amountMoney ' => new Money ([ ' amount ' => 100 , ' currency ' => Currency::Usd-> value ]), ' tipMoney ' => new Money ([ ' amount ' => 50 , ' currency ' => Currency::Usd-> value ]), ' cashDetails ' => new CashPaymentDetails ([ ' buyerSuppliedMoney ' => new Money ([ ' amount ' => 200 , ' currency ' => Currency::Usd-> value ]) ]), ], ) ); Instantiation To get started with the Square SDK, instantiate the SquareClient class as follows: use Square \ SquareClient ; $ square = new SquareClient ( " SQUARE_TOKEN " ); Alternatively, you can omit the token when constructing the client. In this case, the SDK will automatically read the token from the SQUARE_TOKEN environment variable: use Square \ SquareClient ; $ square = new SquareClient (); // Token is read from the SQUARE_TOKEN environment variable. Environment and Custom URLs This SDK allows you to configure different environments or custom URLs for API requests. You can either use the predefined environments or specify your own custom URL. Environments use Square \ SquareClient ; use Square \ Environments ; $ square = new SquareClient (options: [ ' baseUrl ' => Environments::Production-> value // Used by default ]); Custom URL use Square \ SquareClient ; $ square = new SquareClient (options: [ ' baseUrl ' => ' https://custom-staging.com ' ]); Enums This SDK leverages PHP 8.1’s first-class enums to improve type safety and usability. In order to maintain forward compatibility with the API —- where new enum values may be introduced in the future -— we define enum properties as string and use value-of annotations to specify the corresponding enum type. Example Usage use Square \ Types \ InvoicePaymentRequest ; use Square \ Types \ InvoiceRequestType ; $ paymentRequest = new InvoicePaymentRequest([ ' requestType ' => InvoiceRequestType::Balance-> value , . . . ]); PHPDoc Annotations /** * @param ?value-of<InvoiceRequestType> $requestType Optional request type for the invoice. */ Automatic Pagination List endpoints are paginated. The SDK provides an iterator so that you can simply loop over the items: use Square \ Payments \ Requests \ ListPaymentsRequest ; $ payments = $ square -> payments -> list ( new ListPaymentsRequest ([ ' total ' => 100 , ]), ); foreach ( $ payments as $ payment ) { echo sprintf ( " payment: ID: %s Created at: %s, Updated at: %s \n" , $ payment -> getId (), $ payment -> getCreatedAt (), $ payment -> getUpdatedAt (), ); } You can also iterate page-by-page: foreach ( $ payments -> getPages () as $ page ) { foreach ( $ page -> getItems () as $ payment ) { echo sprintf ( " payment: ID: %s Created at: %s, Updated at: %s \n" , $ payment -> getId (), $ payment -> getCreatedAt (), $ payment -> getUpdatedAt (), ); } } Timeouts Setting a timeout for each individual request is as simple as using the timeout request option. Setting a one second timeout for an individual API call looks like the following: $ payments = $ square -> payments -> list ( request: new ListPaymentsRequest ([ ' total ' => 100 , ]), options: [ ' timeout ' = 1.0 , ], ); Exception Handling When the API returns a non-zero status code, ( 4xx or 5xx response), a SquareApiException will be thrown: use Square \ Exceptions \ SquareApiException ; use Square \ Exceptions \ SquareException ; try { $ square -> payments -> create (...); } catch ( SquareApiException $ e ) { echo ' Square API Exception occurred: ' . $ e -> getMessage () . "\n" ; echo ' Status Code: ' . $ e -> getCode () . "\n" ; echo ' Response Body: ' . $ e -> getBody () . "\n" ; // Optionally, rethrow the exception or handle accordingly. } Webhook Signature Verification The SDK provides utility methods that allow you to verify webhook signatures and ensure that all webhook events originate from Square. The WebhooksHelper.verifySignature method can be used to verify the signature like so: use Square \ Utils \ WebhooksHelper ; $ isValid = WebhooksHelper. verifySignature ( requestBody: $ requestBody , signatureHeader: $ headers [ ' x-square-hmacsha256-signature ' ], signatureKey: ' YOUR_SIGNATURE_KEY ' , notificationUrl: ' https://example.com/webhook ' , // The URL where event notifications are sent. ) Legacy SDK While the new SDK has a lot of improvements, we at Square understand that it takes time to upgrade when there are breaking changes. To make the migration easier, the new SDK also exports the legacy SDK as Square\Legacy\... . Here's an example of how you can use the legacy SDK alongside the new SDK inside a single file: use Square \ SquareClient ; use Square \ Legacy \ SquareClient as LegacySquareClient ; $ square = new SquareClient (); $ legacyClient = new LegacySquareClient (); We recommend migrating to the new SDK using the following steps: Upgrade the package to ^41.0.0 Search and replace all requires and imports from Square\... to Square\Legacy\... Gradually move over to use the new SDK by importing it from the Square\... import. Advanced Custom HTTP Client This SDK is built to work with any HTTP client that implements Guzzle’s ClientInterface . By default, if no client is provided, the SDK will use Guzzle’s default HTTP client. However, you can pass your own client that adheres to ClientInterface : use GuzzleHttp \ Client ; use Square \ SquareClient ; // Create a custom Guzzle client with specific configuration. $ client = new Client ([ ' timeout ' => 5.0 , ]); // Pass the custom client when creating an instance of the class. $ square = new SquareClient (options: [ ' client ' => $ client ]); Send Additional Properties All endpoints support sending additional request body properties and query parameters that are not already supported by the SDK. This is useful whenever you need to interact with an unreleased or hidden feature. For example, suppose that a new feature was rolled out that allowed users to list all deactivated team members. You could set the relevant query parameters like so: use Square \ TeamMembers \ Requests \ SearchTeamMembersRequest ; $ teamMembers = $ square -> teamMembers -> search ( request: new SearchTeamMembersRequest ([ ' limit ' => 100 , ]), options: [ ' queryParameters ' = [ ' status ' => ' DEACTIVATED ' ], ], ); Receive Additional Properties Every response type includes the getAdditionalProperties method, which returns an array that contains any properties in the JSON response that were not specified in the returned class. Similar to the use case for sending additional parameters, this can be useful for API features not present in the SDK yet. You can access the additional properties like so: $ payments = $ square -> payments -> create (...); $ additionalProperties = $ payments -> getAdditionalProperties (); Contributing While we value open-source contributions to this SDK, this library is generated programmatically. Additions made directly to this library would have to be moved over to our generation code, otherwise they would be overwritten upon the next generated release. Feel free to open a PR as a proof of concept, but know that we will not be able to merge it as-is. We suggest opening an issue first to discuss with us! On the other hand, contributions to the README are always very welcome! About PHP client library for the Square API developer.squareup.com Topics sdk Resources Readme License MIT license Uh oh! There was an error while loading. Please reload this page . Activity Custom properties Stars 76 stars Watchers 17 watching Forks 55 forks Report repository Releases 76 Version 43.2.0.20251016 Latest Oct 16, 2025 + 75 releases Packages 0 No packages published Used by 886 + 878 Contributors 24 Uh oh! There was an error while loading. Please reload this page . + 10 contributors Languages PHP 100.0% Footer © 2026 GitHub, Inc. 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https://github.com/square/square-python-sdk | GitHub - square/square-python-sdk: Python client library for the Square API Skip to content Navigation Menu Toggle navigation Sign in Appearance settings Platform AI CODE CREATION GitHub Copilot Write better code with AI GitHub Spark Build and deploy intelligent apps GitHub Models Manage and compare prompts MCP Registry New Integrate external tools DEVELOPER WORKFLOWS Actions Automate any workflow Codespaces Instant dev environments Issues Plan and track work Code Review Manage code changes APPLICATION SECURITY GitHub Advanced Security Find and fix vulnerabilities Code security Secure your code as you build Secret protection Stop leaks before they start EXPLORE Why GitHub Documentation Blog Changelog Marketplace View all features Solutions BY COMPANY SIZE Enterprises Small and medium teams Startups Nonprofits BY USE CASE App Modernization DevSecOps DevOps CI/CD View all use cases BY INDUSTRY Healthcare Financial services Manufacturing Government View all industries View all solutions Resources EXPLORE BY TOPIC AI Software Development DevOps Security View all topics EXPLORE BY TYPE Customer stories Events & webinars Ebooks & reports Business insights GitHub Skills SUPPORT & SERVICES Documentation Customer support Community forum Trust center Partners Open Source COMMUNITY GitHub Sponsors Fund open source developers PROGRAMS Security Lab Maintainer Community Accelerator Archive Program REPOSITORIES Topics Trending Collections Enterprise ENTERPRISE SOLUTIONS Enterprise platform AI-powered developer platform AVAILABLE ADD-ONS GitHub Advanced Security Enterprise-grade security features Copilot for Business Enterprise-grade AI features Premium Support Enterprise-grade 24/7 support Pricing Search or jump to... Search code, repositories, users, issues, pull requests... --> Search Clear Search syntax tips Provide feedback --> We read every piece of feedback, and take your input very seriously. Include my email address so I can be contacted Cancel Submit feedback Saved searches Use saved searches to filter your results more quickly --> Name Query To see all available qualifiers, see our documentation . Cancel Create saved search Sign in Sign up Appearance settings Resetting focus You signed in with another tab or window. Reload to refresh your session. You signed out in another tab or window. Reload to refresh your session. You switched accounts on another tab or window. Reload to refresh your session. Dismiss alert {{ message }} square / square-python-sdk Public Notifications You must be signed in to change notification settings Fork 51 Star 109 Python client library for the Square API developer.squareup.com License MIT license 109 stars 51 forks Branches Tags Activity Star Notifications You must be signed in to change notification settings Code Issues 1 Pull requests 2 Actions Projects 0 Security Uh oh! There was an error while loading. Please reload this page . Insights Additional navigation options Code Issues Pull requests Actions Projects Security Insights square/square-python-sdk master Branches Tags Go to file Code Open more actions menu Folders and files Name Name Last commit message Last commit date Latest commit History 278 Commits .fern .fern .github .github examples examples legacy legacy src/ square src/ square tests tests .fernignore .fernignore .gitignore .gitignore LICENSE LICENSE README.md README.md poetry.lock poetry.lock pyproject.toml pyproject.toml reference.md reference.md requirements.txt requirements.txt View all files Repository files navigation README MIT license Square Python Library The Square Python library provides convenient access to the Square API from Python. Installation pip install squareup Requirements Use of the Square Python SDK requires: Python 3.8+ Usage Instantiate and use the client with the following: from square import Square client = Square ( # This is the default and can be omitted. token = os . environ . get ( "SQUARE_TOKEN" ), ) client . payments . create ( source_id = "ccof:GaJGNaZa8x4OgDJn4GB" , idempotency_key = "7b0f3ec5-086a-4871-8f13-3c81b3875218" , amount_money = { "amount" : 1000 , "currency" : "USD" }, app_fee_money = { "amount" : 10 , "currency" : "USD" }, autocomplete = True , customer_id = "W92WH6P11H4Z77CTET0RNTGFW8" , location_id = "L88917AVBK2S5" , reference_id = "123456" , note = "Brief description" ) Async Client The SDK also exports an async client so that you can make non-blocking calls to our API. import asyncio from square import AsyncSquare async def main () -> None : client = AsyncSquare ( # This is the default and can be omitted. token = os . environ . get ( "SQUARE_TOKEN" ), ) await client . payments . create ( source_id = "ccof:GaJGNaZa8x4OgDJn4GB" , idempotency_key = "7b0f3ec5-086a-4871-8f13-3c81b3875218" , amount_money = { "amount" : 1000 , "currency" : "USD" }, app_fee_money = { "amount" : 10 , "currency" : "USD" }, autocomplete = True , customer_id = "W92WH6P11H4Z77CTET0RNTGFW8" , location_id = "L88917AVBK2S5" , reference_id = "123456" , note = "Brief description" ) asyncio . run ( main ()) Legacy SDK While the new SDK has a lot of improvements, we at Square understand that it takes time to upgrade when there are breaking changes. To make the migration easier, the old SDK is published as squareup_legacy so that the two SDKs can be used side-by-side in the same project. Check out the example for a full demonstration, but the gist is shown below: from square import Square from square_legacy . client import Client as LegacySquare def main (): client = Square ( token = os . environ . get ( "SQUARE_TOKEN" )) legacy_client = LegacySquare ( access_token = os . environ . get ( "SQUARE_TOKEN" )) ... We recommend migrating to the new SDK using the following steps: Upgrade the PyPi package to ^42.0.0 Run pip install squareup_legacy Search and replace all requires and imports from square to square_legacy Gradually move over to use the new SDK by importing it from the square module Versioning By default, the SDK is pinned to the latest version. If you would like to override this version you can specify it like so: client = Square ( version = "2025-03-19" ) Automatic Pagination Paginated requests will return a SyncPager or AsyncPager , which can be used as generators for the underlying object. from square import Square client = Square () response = client . payments . list () for item in response : yield item # Alternatively, you can paginate page-by-page. for page in response . iter_pages (): yield page File Uploads Files are uploaded with the File type, which is constructed as a tuple in a variety of formats. You can customize the filename and Content-Type of the individual multipart/form-data part like so: invoice_pdf = client . invoices . create_invoice_attachment ( invoice_id = "inv:0-ChA4-3sU9GPd-uOC3HgvFjMWEL4N" , image_file = ( os . path . basename ( pdf_filepath ), # The filename to include in the `multipart/form-data` part. open ( pdf_filepath , "rb" ), # The file stream, read as binary data. "application/pdf" # The Content-Type for this particular file. ), request = { "idempotency_key" : str ( uuid . uuid4 ()), "description" : f"Invoice- { pdf_filepath } " , } ) Exception Handling When the API returns a non-success status code (4xx or 5xx response), a subclass of the following error will be thrown. from square . core . api_error import ApiError try : client . payments . create (...) except ApiError as e : print ( e . status_code ) print ( e . body ) Webhook Signature Verification The SDK provides utility methods that allow you to verify webhook signatures and ensure that all webhook events originate from Square. The verify_signature method will verify the signature. from square . utils . webhooks_helper import verify_signature is_valid = verify_signature ( request_body = request_body , signature_header = request . headers [ 'x-square-hmacsha256-signature' ], signature_key = "YOUR_SIGNATURE_KEY" , notification_url = "https://example.com/webhook" , # The URL where event notifications are sent. ) Advanced Retries The SDK is instrumented with automatic retries with exponential backoff. A request will be retried as long as the request is deemed retriable and the number of retry attempts has not grown larger than the configured retry limit (default: 2). A request is deemed retriable when any of the following HTTP status codes is returned: 408 (Timeout) 429 (Too Many Requests) 5XX (Internal Server Errors) Use the max_retries request option to configure this behavior. from square . core . request_options import RequestOptions client . payments . create ( ..., request_options = RequestOptions ( max_retries = 1 ) ) Timeouts The SDK defaults to a 60 second timeout. You can configure this with a timeout option at the client or request level. from square import Square client = Square ( ..., timeout = 20.0 , ) # Override timeout for a specific method client . payments . create ( ..., request_options = RequestOptions ( timeout_in_seconds = 20 ) ) Custom Client You can override the httpx client to customize it for your use-case. Some common use-cases include support for proxies and transports. import httpx from square import Square client = Square ( ..., httpx_client = httpx . Client ( proxies = "http://my.test.proxy.example.com" , transport = httpx . HTTPTransport ( local_address = "0.0.0.0" ), ), ) Contributing While we value open-source contributions to this SDK, this library is generated programmatically. Additions made directly to this library would have to be moved over to our generation code, otherwise they would be overwritten upon the next generated release. Feel free to open a PR as a proof of concept, but know that we will not be able to merge it as-is. We suggest opening an issue first to discuss with us! On the other hand, contributions to the README are always very welcome! About Python client library for the Square API developer.squareup.com Topics api ecommerce sdk api-client python-sdk payment-processing credit-card-payments Resources Readme License MIT license Uh oh! There was an error while loading. Please reload this page . Activity Custom properties Stars 109 stars Watchers 10 watching Forks 51 forks Report repository Releases 82 Version 43.2.0.20251016 Latest Oct 16, 2025 + 81 releases Packages 0 No packages published Used by 429 + 421 Contributors 24 Uh oh! There was an error while loading. Please reload this page . + 10 contributors Languages Python 100.0% Footer © 2026 GitHub, Inc. Footer navigation Terms Privacy Security Status Community Docs Contact Manage cookies Do not share my personal information You can’t perform that action at this time. | 2026-01-13T08:48:10 |
https://docs.suprsend.com/reference/overview | Overview - SuprSend, Notification infrastructure for Product teams Skip to main content SuprSend, Notification infrastructure for Product teams home page Search... ⌘ K Community Trust Center Platform Status Postman Collection API Reference Overview Authentication Idempotent Requests SuprSend APIs on Postman USERS POST Create / Update Users PATCH Edit User Profile GET Fetch User by id GET Fetch User object subscriptions GET Fetch User list subscriptions GET List Users DEL Delete User POST Merge User Profiles TRIGGER WORKFLOWS POST Trigger Workflow POST Dynamic Workflow Trigger EVENTS POST Trigger an Event OBJECTS POST Create / Update Objects PATCH Edit Object Profile POST Add Subscription GET Fetch Object by ID GET Fetch Object Subscriptions GET List Objects by Type GET List Object Subscriptions DEL Delete an Object DEL Remove Object Subscriptions TEMPLATES GET Fetch Template List GET Fetch Template details GET Fetch Template content for a channel TENANTS POST Create / Update Tenants GET Get Tenant Data GET Get Tenant List DEL Delete Tenant PREFERENCE Update User Preferences Get User Preferences Manage Tenant Preferences Update Object Preferences Get Object Preferences LISTS POST Create a List POST Add Users to List POST Remove Users from List Replace List Users GET Get all Lists GET Get List Configuration GET Get list users PATCH Delete a List BROADCAST POST Trigger Broadcast Contact Us Get Started SuprSend, Notification infrastructure for Product teams home page Search... ⌘ K Ask AI Contact Us Get Started Get Started Search... Navigation API Reference Overview Documentation API Reference Management API CLI Reference Developer Resources Changelog Documentation API Reference Management API CLI Reference Developer Resources Changelog API Reference Overview OpenAI Open in ChatGPT A quick overview of SuprSend API reference. OpenAI Open in ChatGPT SuprSend API enables you to add a powerful notification engine to your product. SuprSend offers a complete set of features that allow you to send notifications reliably and at scale, while ensuring a positive end-user experience, thus eliminating the need to build a notification service in-house. We offer backend SDKs in popular programming languages. Java SDK Python SDK Node SDK Go SDK If your backend system is programmed in any other language, you can use our REST-ful APIs to programmatically integrate with SuprSend notification engine. Postman collection You can try out SuprSend APIs from our Postman Collection. CLI Reference The SuprSend CLI provides a command-line interface for managing your SuprSend workspace, workflows, templates, and more. Install the CLI to streamline your development workflow and automate common tasks. Install CLI Authentication If you are new to SuprSend, you can start by understanding the Core Concepts first. Was this page helpful? Yes No Suggest edits Raise issue Authentication Learn how to authenticate HTTP API requests. Next ⌘ I x github linkedin youtube Powered by On this page Postman collection CLI Reference | 2026-01-13T08:48:10 |
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| 2026-01-13T08:48:10 |
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Dismiss alert {{ message }} intercom / intercom-node Public Notifications You must be signed in to change notification settings Fork 123 Star 384 Node.js bindings for the Intercom API developers.intercom.com License View license 384 stars 123 forks Branches Tags Activity Star Notifications You must be signed in to change notification settings Code Issues 5 Pull requests 0 Discussions Actions Security Uh oh! There was an error while loading. Please reload this page . Insights Additional navigation options Code Issues Pull requests Discussions Actions Security Insights intercom/intercom-node master Branches Tags Go to file Code Open more actions menu Folders and files Name Name Last commit message Last commit date Latest commit History 550 Commits .fern .fern .github .github scripts scripts src src tests tests .fernignore .fernignore .gitattributes .gitattributes .gitignore .gitignore CONTRIBUTING.md CONTRIBUTING.md LICENSE LICENSE README.md README.md REPO_OWNER REPO_OWNER biome.json biome.json package.json package.json pnpm-lock.yaml pnpm-lock.yaml pnpm-workspace.yaml pnpm-workspace.yaml reference.md reference.md tsconfig.base.json tsconfig.base.json tsconfig.cjs.json tsconfig.cjs.json tsconfig.esm.json tsconfig.esm.json tsconfig.json tsconfig.json vitest.config.mts vitest.config.mts View all files Repository files navigation README Contributing License Intercom TypeScript Library The Intercom TypeScript library provides convenient access to the Intercom APIs from TypeScript. Project Updates The TypeScript SDK has been updated to support latest API version (2.11). Installation npm i -s intercom-client Reference A full reference for this library is available here . Usage Instantiate and use the client with the following: import { IntercomClient } from "intercom-client" ; const client = new IntercomClient ( { token : "YOUR_TOKEN" } ) ; await client . aiContent . createContentImportSource ( { url : "https://www.example.com" } ) ; Request And Response Types The SDK exports all request and response types as TypeScript interfaces. Simply import them with the following namespace: import { Intercom } from "intercom-client" ; const request : Intercom . ConfigureAwayAdminRequest = { ... } ; Exception Handling When the API returns a non-success status code (4xx or 5xx response), a subclass of the following error will be thrown. import { IntercomError } from "intercom-client" ; try { await client . aiContent . createContentImportSource ( ... ) ; } catch ( err ) { if ( err instanceof IntercomError ) { console . log ( err . statusCode ) ; console . log ( err . message ) ; console . log ( err . body ) ; console . log ( err . rawResponse ) ; } } Pagination List endpoints are paginated. The SDK provides an iterator so that you can simply loop over the items: import { IntercomClient } from "intercom-client" ; const client = new IntercomClient ( { token : "YOUR_TOKEN" } ) ; const pageableResponse = await client . articles . list ( ) ; for await ( const item of pageableResponse ) { console . log ( item ) ; } // Or you can manually iterate page-by-page let page = await client . articles . list ( ) ; while ( page . hasNextPage ( ) ) { page = page . getNextPage ( ) ; } // You can also access the underlying response const response = page . response ; Advanced Additional Headers If you would like to send additional headers as part of the request, use the headers request option. const response = await client . aiContent . createContentImportSource ( ... , { headers : { 'X-Custom-Header' : 'custom value' } } ) ; Additional Query String Parameters If you would like to send additional query string parameters as part of the request, use the queryParams request option. const response = await client . aiContent . createContentImportSource ( ... , { queryParams : { 'customQueryParamKey' : 'custom query param value' } } ) ; Retries The SDK is instrumented with automatic retries with exponential backoff. A request will be retried as long as the request is deemed retryable and the number of retry attempts has not grown larger than the configured retry limit (default: 2). A request is deemed retryable when any of the following HTTP status codes is returned: 408 (Timeout) 429 (Too Many Requests) 5XX (Internal Server Errors) Use the maxRetries request option to configure this behavior. const response = await client . aiContent . createContentImportSource ( ... , { maxRetries : 0 // override maxRetries at the request level } ) ; Timeouts The SDK defaults to a 60 second timeout. Use the timeoutInSeconds option to configure this behavior. const response = await client . aiContent . createContentImportSource ( ... , { timeoutInSeconds : 30 // override timeout to 30s } ) ; Aborting Requests The SDK allows users to abort requests at any point by passing in an abort signal. const controller = new AbortController ( ) ; const response = await client . aiContent . createContentImportSource ( ... , { abortSignal : controller . signal } ) ; controller . abort ( ) ; // aborts the request Access Raw Response Data The SDK provides access to raw response data, including headers, through the .withRawResponse() method. The .withRawResponse() method returns a promise that results to an object with a data and a rawResponse property. const { data , rawResponse } = await client . aiContent . createContentImportSource ( ... ) . withRawResponse ( ) ; console . log ( data ) ; console . log ( rawResponse . headers [ 'X-My-Header' ] ) ; Logging The SDK supports logging. You can configure the logger by passing in a logging object to the client options. import { IntercomClient , logging } from "intercom-client" ; const client = new IntercomClient ( { ... logging : { level : logging . LogLevel . Debug , // defaults to logging.LogLevel.Info logger : new logging . ConsoleLogger ( ) , // defaults to ConsoleLogger silent : false , // defaults to true, set to false to enable logging } } ) ; The logging object can have the following properties: level : The log level to use. Defaults to logging.LogLevel.Info . logger : The logger to use. Defaults to a logging.ConsoleLogger . silent : Whether to silence the logger. Defaults to true . The level property can be one of the following values: logging.LogLevel.Debug logging.LogLevel.Info logging.LogLevel.Warn logging.LogLevel.Error To provide a custom logger, you can pass in an object that implements the logging.ILogger interface. Custom logger examples Here's an example using the popular winston logging library. import winston from 'winston' ; const winstonLogger = winston . createLogger ( { ... } ) ; const logger : logging . ILogger = { debug : ( msg , ... args ) => winstonLogger . debug ( msg , ... args ) , info : ( msg , ... args ) => winstonLogger . info ( msg , ... args ) , warn : ( msg , ... args ) => winstonLogger . warn ( msg , ... args ) , error : ( msg , ... args ) => winstonLogger . error ( msg , ... args ) , } ; Here's an example using the popular pino logging library. import pino from 'pino' ; const pinoLogger = pino ( { ... } ) ; const logger : logging . ILogger = { debug : ( msg , ... args ) => pinoLogger . debug ( args , msg ) , info : ( msg , ... args ) => pinoLogger . info ( args , msg ) , warn : ( msg , ... args ) => pinoLogger . warn ( args , msg ) , error : ( msg , ... args ) => pinoLogger . error ( args , msg ) , } ; Runtime Compatibility The SDK works in the following runtimes: Node.js 18+ Vercel Cloudflare Workers Deno v1.25+ Bun 1.0+ React Native Customizing Fetch Client The SDK provides a way for you to customize the underlying HTTP client / Fetch function. If you're running in an unsupported environment, this provides a way for you to break glass and ensure the SDK works. import { IntercomClient } from "intercom-client" ; const client = new IntercomClient ( { ... fetcher : // provide your implementation here } ) ; Contributing While we value open-source contributions to this SDK, this library is generated programmatically. Additions made directly to this library would have to be moved over to our generation code, otherwise they would be overwritten upon the next generated release. Feel free to open a PR as a proof of concept, but know that we will not be able to merge it as-is. We suggest opening an issue first to discuss with us! On the other hand, contributions to the README are always very welcome! About Node.js bindings for the Intercom API developers.intercom.com Topics api sdk intercom Resources Readme License View license Uh oh! There was an error while loading. Please reload this page . Activity Custom properties Stars 384 stars Watchers 177 watching Forks 123 forks Report repository Releases 28 v6.4.0-alpha1: chore: update npm publishing to use OIDC authentication (#501) Latest Nov 6, 2025 + 27 releases Packages 0 No packages published Uh oh! There was an error while loading. Please reload this page . Contributors 73 Uh oh! There was an error while loading. 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https://buildwithfern.com/#sdk | Fern: SDKs and Docs for your API Products SDKs Publish client libraries in popular languages. Docs API documentation tailored to your brand. Documentation Customers Pricing Careers Blog Sign in Book a demo Fern has joined Postman! Read more Instant Docs and SDKs for your API Start with an API spec. Generate SDKs in multiple languages and interactive API documentation tailored to your brand. Read our Docs Talk to an expert Products Elevate your developer experience Start with Docs, SDKs, or both — it’s your choice. Landing Page Guides API Reference API Explorer Changelog AI Search Typescript Python Go Java .NET PHP Ruby Swift Rust Coming soon Request Swift Coming soon Request Rust SDK Generation SDKs that are designed by language experts Every generated SDK respects the idioms of the language, contains strong types, inlined docs, and intuitive error handling. Check out live SDKs built with Fern Typescript SDK Python SDK Go SDK Java SDK C# SDK PHP SDK Ruby SDK --> Check out live SDKs built with Fern Typescript SDK Python SDK Go SDK Java SDK C# SDK PHP SDK Ruby SDK We evaluated several SDK generators and Fern stood out for its clean, language-native, and thoughtfully architected code. The Fern team partnered with us every step of the way including OpenAPI improvements, alpha releases and launch announcements. John Fellman Head of Engineering, Developer Platform $600k saved in engineer salaries How SDK Generation Works Just run fern generate Fern generates and publishes client libraries, so you can focus on building the API. 1 Import your API spec Start with OpenAPI, AsyncAPI, OpenRPC, gRPC, or our simpler Fern Definition format. Upload your spec for a customized demo Select a spec OpenAPI AsyncAPI OpenRPC gRPC Fern Definition 2 Select languages to generate We support TypeScript, Python, Go, Java, Ruby, C# & PHP. Swift & Rust coming soon. Request a language Coming soon Request Coming soon Request 3 Add custom code Extend the generated client with utility functions and custom logic. Your changes won’t be overwritten on re-generation. 4 Publish packages Fern semantically versions and publishes packages to each registry (e.g. npm, pypi, maven) composer require your-company/your-company-php > dotnet add package YourCompany.Net --version 1.0.0 gem install your_company compile "com.your-company:java-sdk:1.0.0" go get github.com/your-company/go-sdk pip install your-company npm install your-company SDK Features Every feature you need, built-in Fern SDKs support OAuth 2.0, server-sent events, auto-pagination and more. Automatic updates via CI/CD Use the Fern CLI to generate SDKs as part of your release process. OAuth 2.0 Handle OAuth 2.0 authentication seamlessly with automatic token management and refresh. Server-sent events Stream real-time updates effortlessly with built-in SSE support. 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Vic Plummer Dev Content Lead at Built with Docs Features Everything you need to impress your users Stunning by default, easy to update, and designed to convert. Docs as code Use git to version and release changes to your documentation. SEO optimized Fern uses industry best practices to make your website fast and SEO optimized to rank. Preview deployments Preview changes to your documentation with a unique URL for each pull request. API key injection Automatically populate API keys so that users can instantly make API calls and see realistic responses. Access control (RBAC) Assign role-based permissions and configure what content a user can access. Federated authentication Secure your documentation behind auth. Fern supports SSO, OAuth, and username + password. Versioning Document and manage multiple versions of your product or API to support users across different releases. WebSockets Document your WebSocket send and receive events with an AsyncAPI spec. 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Our team creates a custom theme, migrates all your content, and launches your site. Providing gorgeous Docs for world-class companies Join these companies Built with Fern automated SDK maintenance, allowing us to support all popular programming languages without needing dedicated engineering resources. Working with the Fern team is like having 'McKinsey for APIs' -- they bring expert-level guidance in OpenAPI and SDK design. Liz Moy Senior Developer Relations Engineer Docs site The Fern team helped us offer a top-tier developer experience. They embedded with our docs team, migrated over 700+ pages of content, and created an intuitive information architecture across API reference, guides and SDK reference. Matt Makai VP of Developer Experience Docs site We used an alternative SDK generator, OpenAPI Generator, for years, and customers constantly complained. Since adopting Fern, customers have migrated rapidly to our new SDKs and have been blown away by the quality. Gil Feig CTO Docs site Fern is absolutely elite. Fern made it easy for us to single-source our developer resources — from code examples in the docs to our Postman Collection and SDKs. Migrating to Fern was the the smoothest migration I’ve ever experienced, and we were live in under a month. Casey Smith Lead Technical Writer Docs site Docs site Fern is a mission-critical part of Candid's API. Keeping our docs, SDKs, and server implementation in sync was a nightmare. Fern enabled us to adopt API-first development — our engineers update the spec, run fern generate, and everything stays perfectly aligned. Steve Yazicioglu Head of Engineering Docs site Docs site Fern has been instrumental in delivering an incredible onboarding experience to our customers . We often get compliments in sales calls and during new pilot onboardings about the quality of our docs. Michael Bauer Software Engineer at Nominal Docs site Docs site Partnering with Fern, we went from 1 SDK → 4 SDKs and are set up to offer whatever language developers ask for next. Fern also generates our documentation website that perfectly matches Cohere's unique brand identity. Billy Trend Developer Relations Engineer 2 engineers time freed up annually Docs site See all customers Delight developers with Docs and SDKs. Get newsletter updates: Subscribe Please wait... ← Back Success! You'll get updates in your inbox. ← Back Oops! Something went wrong, please try again Checking status... Soc 2 Type II Documentation Introduction OpenAPI Generator SDKs Docs Resources Blog Careers Customers Support Pricing Company GitHub Brand Kit Privacy Policy Terms of Service © 2025 Fern • Birch Solutions, Inc. Located in Brooklyn, New York | 2026-01-13T08:48:10 |
https://dev.to/dataframed-podcast/100-embedded-machine-learning-on-edge-devices | #100 Embedded Machine Learning on Edge Devices - DEV Community Forem Feed Follow new Subforems to improve your feed DEV Community Follow A space to discuss and keep up software development and manage your software career Future Follow News and discussion of science and technology such as AI, VR, cryptocurrency, quantum computing, and more. Open Forem Follow A general discussion space for the Forem community. If it doesn't have a home elsewhere, it belongs here Gamers Forem Follow An inclusive community for gaming enthusiasts Music Forem Follow From composing and gigging to gear, hot music takes, and everything in between. Vibe Coding Forem Follow Discussing AI software development, and showing off what we're building. Popcorn Movies and TV Follow Movie and TV enthusiasm, criticism and everything in-between. DUMB DEV Community Follow Memes and software development shitposting Design Community Follow Web design, graphic design and everything in-between Security Forem Follow Your central hub for all things security. From ethical hacking and CTFs to GRC and career development, for beginners and pros alike Golf Forem Follow A community of golfers and golfing enthusiasts Crypto Forem Follow A collaborative community for all things Crypto—from Bitcoin to protocol development and DeFi to NFTs and market analysis. Parenting Follow A place for parents to the share the joys, challenges, and wisdom that come from raising kids. We're here for them and for each other. Forem Core Follow Discussing the core forem open source software project — features, bugs, performance, self-hosting. Maker Forem Follow A community for makers, hobbyists, and professionals to discuss Arduino, Raspberry Pi, 3D printing, and much more. HMPL.js Forem Follow For developers using HMPL.js to build fast, lightweight web apps. A space to share projects, ask questions, and discuss server-driven templating Dropdown menu Dropdown menu Skip to content Navigation menu Search Powered by Algolia Search Log in Create account DEV Community Close A DataFramed Podcast Follow #100 Embedded Machine Learning on Edge Devices Aug 15 '22 play Machine learning models are often thought to be mainly utilized by large tech companies that run large and powerful models to accomplish a wide array of tasks. However, machine learning models are finding an increasing presence in edge devices such as smart watches. ML engineers are learning how to compress models and fit them into smaller and smaller devices while retaining accuracy, effectiveness, and efficiency. The goal is to empower domain experts in any industry around the world to effectively use machine learning models without having to become experts in the field themselves. Daniel Situnayake is the Founding TinyML Engineer and Head of Machine Learning at Edge Impulse , a leading development platform for embedded machine learning used by over 3,000 enterprises across more than 85,000 ML projects globally. Dan has over 10 years of experience as a software engineer, which includes companies like Google (where he worked on TensorFlow Lite) and Loopt, and co-founded Tiny Farms America’s first insect farming technology company. He wrote the book, "TinyML," and the forthcoming "AI at the Edge". Daniel joins the show to talk about his work with EdgeML, the biggest challenges facing the field of embedded machine learning, the potential use cases of machine learning models in edge devices, and the best tips for aspiring machine learning engineers and data science practitioners to get started with embedded machine learning. Episode source Personal Trusted User Create template Templates let you quickly answer FAQs or store snippets for re-use. Submit Preview Dismiss Your browser does not support the audio element. 1x initializing... × 💎 DEV Diamond Sponsors Thank you to our Diamond Sponsors for supporting the DEV Community Google AI is the official AI Model and Platform Partner of DEV Neon is the official database partner of DEV Algolia is the official search partner of DEV DEV Community — A space to discuss and keep up software development and manage your software career Home DEV++ Podcasts Videos DEV Education Tracks DEV Challenges DEV Help Advertise on DEV DEV Showcase About Contact Free Postgres Database Software comparisons Forem Shop Code of Conduct Privacy Policy Terms of Use Built on Forem — the open source software that powers DEV and other inclusive communities. Made with love and Ruby on Rails . DEV Community © 2016 - 2026. We're a place where coders share, stay up-to-date and grow their careers. Log in Create account | 2026-01-13T08:48:10 |
https://docs.suprsend.com/docs/slack-quick-start | Slack - SuprSend, Notification infrastructure for Product teams Skip to main content SuprSend, Notification infrastructure for Product teams home page Search... ⌘ K Community Trust Center Platform Status Postman Collection GETTING STARTED What is SuprSend? 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Navigation Quick Start Guide Slack Documentation API Reference Management API CLI Reference Developer Resources Changelog Documentation API Reference Management API CLI Reference Developer Resources Changelog Quick Start Guide Slack OpenAI Open in ChatGPT Quick set up guide to start sending notification on Slack chat via SuprSend. OpenAI Open in ChatGPT Create SuprSend account Simply signup on SuprSend to create your account. If you already have your company account setup, ask your admin to invite you to the team. Integrate Slack and add option to join Slack in your product To activate Slack Integration, you’ll have to first enable slack channel from vendor page , create a Slack App and set up the right authentication method to take user permission for sending Slack notifications. Start testing in Sandbox workspace Your SuprSend account includes three default workspaces: Sandbox, Staging, and Production. You can switch between them from the top navigation bar, and create additional workspaces if needed. Sandbox Demo Workspace with pre-configured vendors for quick exploration and POC. Includes a sample workflow, a sample user with your registered email and pre-configured channels for quick testing. Limitation: Available for a trial period of 30 days. Staging Development workspace used to test notification flows before pushing it to production. You can enable Test Mode to safely test notification flows without delivering to real users. In Test Mode, notifications is delivered only to designated internal testers. You can also set up a catch-all channel to redirect all notifications intended for non-test users. Production Live workspace for syncing your actual product users and running production workflows. We do not recommend making changes directly in your production workspace as it might disrupt your live notifications. Create a workflow Workflow houses the automation logic of your notification. Each workflow starts with a trigger, processes the defined logic, and sends one or more messages to the end user. You can create a workflow from SuprSend dashboard by clicking on button on the workflows tab . To design a workflow, you need: A Trigger point - Trigger initiates the workflow. You can initiate it Using the direct workflow API , where you can include recipient channel information, preferences, and actor details directly in the trigger. By emitting an event : You can trigger these events from your frontend application or from your backend systems, depending on the use case. (note: the recipient needs to be pre-created for event-based triggers). Delivery node - Delivery Nodes represent the channels where users will receive notifications. You can use: multi-channel nodes, to send messages across multiple channels, smart channel routing , to notify users sequentially rather than bombarding them on all channels at once (though it’s generally better to use). Template in delivery node contains the content of the notification. You can add both static and dynamic content sourced from user properties or trigger payloads. We use handlebars as our Whatsapp templating language. You can add dynamic content as {{var}} . Add trigger data in the mock to get variable auto-suggestions during editing. Ensure to publish the template before using it in a workflow. Learn how to design Slack template here . 3. Functional nodes (Optional) : These are the logic nodes in the workflow. You can use it to add delay, batch multiple notifications in a summary or add conditional branches in the workflow. Check out all workflow nodes here. Trigger the workflow You can trigger a test workflow directly from dashboard by clicking on ‘ Text ’ button in your workflow editor or “Commit” changes to trigger it from your code. We follow Git like versioning for workflow changes, so you need to commit your changes to trigger new workflow via the API. You can check all methods of triggering workflow here . To trigger a workflow, you need: Recipient : End user who would be notified in the workflow run. Recipient is uniquely identified by distinct_id within SuprSend and must have the relevant channel identity set in their profile. You can define recipient inline in case of API based trigger or create user profile first for event based trigger. Data or Event Properties : This will be used to render dynamic content in the template (added in template mock) or variables in the workflow configuration. We’ll be triggering the workflow with direct API trigger for quick testing. You can check all trigger methods here. Sample Payload for API based trigger You can get workspace key, secret or API Key for trigger from Settings tab -> API Keys . Here, we are defining Slack channel inline using user email and access token. The access token here belongs to the bot added to your Slack App during creation. curl Python Node Go Java Copy Ask AI curl --request POST \ --url https://hub.suprsend.com/trigger/ \ --header 'Authorization: Bearer __api_key__' \ --header 'accept: application/json' \ --header 'content-type: application/json' \ --data ' { "workflow": "_workflow_slug_", "recipients": [ { "distinct_id": "0gxxx9f14-xxxx-23c5-1902-xxxcb6912ab09", "$slack": [{ "email": " [email protected] ", "access_token": "xoxb-XXXXXXXX" }], "name":"recipient_1" } ], "data":{ "first_name": "User", "invoice_amount": "$5000", "invoice_id":"Invoice-1234" } } Check notification logs You can view the status of any sent notification under the Logs tab. Logs are organized in the following order: Requests : Captures all API/SDK requests sent to SuprSend from your backend or frontend. You can see the input payload and request response here. Executions : Workflow executions are logged here. You can click on a log entry to open the step-by-step workflow debugger Messages : All delivery nodes (including webhooks) are tracked here along with their message status (delivered, seen, clicked). Message preview for delivered notifications will also be available soon. Push to Production In SuprSend, each environment is isolated, meaning workflows, users, and vendors are configured separately in testing and production workspaces. Follow this go live checklist to setup things in production once you are done testing. Was this page helpful? Yes No Suggest edits Raise issue Previous Microsoft Teams Quick set up guide to start sending notification on MS Teams chat via SuprSend. 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https://buildwithfern.com/post/postman-acquires-fern | Delivering world-class developer experiences with Postman | Fern Products SDKs Publish client libraries in popular languages. Docs API documentation tailored to your brand. Documentation Customers Pricing Careers Blog Sign in Book a demo All Posts Company Docs + SDKs Danny Sheridan Deep Singhvi January 8, 2026 Delivering world-class developer experiences with Postman We’re excited to share that Fern has joined Postman . Fern helps businesses ship beautiful API documentation and production-ready SDKs that feel hand-crafted; Postman helps more than 500,000 organizations build, test, and collaborate on APIs. Together, we'll help teams deliver better APIs and better developer experiences. Fern will continue to operate as an independent product. Postman CEO and co-founder Abhinav Asthana was an early investor in Fern, and we've shared a vision for improving the API ecosystem from the start. Now we're bringing that vision together. Why we built Fern We started Fern in 2022 to help businesses offer better public APIs. Great APIs need great documentation and great SDKs. But building and maintaining both is expensive, and most companies don't have the resources to invest in dedicated developer experience teams. We built Fern so they don't have to. Danny & Deep, co-founders of Fern The success of an API depends on how easily developers can understand and integrate with it. Fern’s SDK Generator produces idiomatic client libraries across nine languages, and Fern Docs creates documentation that stays in sync with your API. Both products are open source . Postman helps teams design, build, and test their APIs, and Fern will now extend that to documentation and distribution. What’s next The entire Fern team has joined Postman to continue building Fern. The product and brand are not changing. Customers can expect the same experience, with the backing and resources of Postman to help us build even faster. The Fern team at Lake Placid Square, Auth0, Adobe, Twilio, ElevenLabs, and 200+ other companies already trust Fern to drive adoption of their public APIs. With Postman, we’re accelerating our vision. We’re excited to bring Fern to the more than 500,000 companies that use Postman today, including 98% of the Fortune 500. We’ll be sharing more soon about what this means and what’s coming next. Thank you for being part of the Fern journey. If you're excited about defining world-class developer experience, we're hiring. Apply here . -- Read the press release . Read Postman's blog . Danny Sheridan Deep Singhvi January 8, 2026 Get started today Our team partners with you to launch SDKs and branded API docs that scale to millions of users. Book a demo More posts Educational Docs January 13, 2026 Documentation maintenance best practices: a complete guide for November 2025 Learn documentation maintenance best practices for November 2025. Automate API docs, reduce maintenance costs, and keep developer documentation current with proven strategies. Nathan Lian @ Maintouch 10m Read Educational SDKs January 10, 2026 Stainless reviews, pricing, and alternatives (January 2026) Compare Stainless pricing, reviews, and alternatives in January 2026. Find SDK generators with WebSocket, gRPC support, and multi-language coverage for production APIs. Read Educational Docs + SDKs January 10, 2026 Best API developer portal platforms for enterprise branding (January 2026) Compare top API developer portal platforms for enterprise branding in January 2026. Features include custom domains, SSO, RBAC, and automated SDK generation. Read Delight developers with Docs and SDKs. Get newsletter updates: Subscribe Please wait... ← Back Success! You'll get updates in your inbox. ← Back Oops! Something went wrong, please try again Checking status... Soc 2 Type II Documentation Introduction OpenAPI Generator SDKs Docs Resources Blog Careers Customers Support Pricing Company GitHub Brand Kit Privacy Policy Terms of Service © 2025 Fern • Birch Solutions, Inc. Located in Brooklyn, New York | 2026-01-13T08:48:10 |
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Right menu Getting Started with 2D Games Using Tkinter (Part 8): Add Demon Images to Sprites Kajiru Kajiru Kajiru Follow Dec 24 '25 Getting Started with 2D Games Using Tkinter (Part 8): Add Demon Images to Sprites # python # gamedev # tutorial # tkinter Comments Add Comment 4 min read Getting Started with 2D Games Using Tkinter (Part 9): Display a Counter Kajiru Kajiru Kajiru Follow Dec 24 '25 Getting Started with 2D Games Using Tkinter (Part 9): Display a Counter # python # gamedev # tutorial # tkinter Comments Add Comment 3 min read Getting Started with 2D Games Using Tkinter (Part 6): Keeping Sprites Inside the Screen Kajiru Kajiru Kajiru Follow Dec 24 '25 Getting Started with 2D Games Using Tkinter (Part 6): Keeping Sprites Inside the Screen # python # gamedev # tutorial # tkinter Comments Add Comment 3 min read The Future of GaaS: Big Opportunities, Rising Costs, and a Simpler Path Forward Alan Voren (PlayServ) Alan Voren (PlayServ) Alan Voren (PlayServ) Follow Dec 24 '25 The Future of GaaS: Big Opportunities, Rising Costs, and a Simpler Path Forward # showdev # computerscience # softwaredevelopment # gamedev 4 reactions Comments Add Comment 4 min read Getting Started with 2D Games Using Tkinter (Part 5): Moving Sprites Kajiru Kajiru Kajiru Follow Dec 24 '25 Getting Started with 2D Games Using Tkinter (Part 5): Moving Sprites # python # gamedev # tutorial # tkinter Comments Add Comment 3 min read Getting Started with 2D Games Using Tkinter (Part 3): Handling Mouse Events Kajiru Kajiru Kajiru Follow Dec 24 '25 Getting Started with 2D Games Using Tkinter (Part 3): Handling Mouse Events # python # gamedev # tutorial # tkinter Comments Add Comment 3 min read Getting Started with 2D Games Using Tkinter (Part 4): Creating Sprites Kajiru Kajiru Kajiru Follow Dec 24 '25 Getting Started with 2D Games Using Tkinter (Part 4): Creating Sprites # python # gamedev # tutorial # tkinter Comments Add Comment 3 min read Getting Started with 2D Games Using Tkinter (Part 2): Creating the Game Screen Kajiru Kajiru Kajiru Follow Dec 24 '25 Getting Started with 2D Games Using Tkinter (Part 2): Creating the Game Screen # python # gamedev # tutorial # tkinter Comments Add Comment 3 min read The Story, Achievements, and Challenges of Unreal Engine Evgenii Park Evgenii Park Evgenii Park Follow Nov 20 '25 The Story, Achievements, and Challenges of Unreal Engine # gamedev # unreal Comments Add Comment 8 min read Getting Started with 2D Games Using Tkinter (Part 1): What Are We Going to Build? 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https://github.com/elevenlabs/elevenlabs-js | GitHub - elevenlabs/elevenlabs-js: The official JavaScript (Node) library for the ElevenLabs API. Skip to content Navigation Menu Toggle navigation Sign in Appearance settings Platform AI CODE CREATION GitHub Copilot Write better code with AI GitHub Spark Build and deploy intelligent apps GitHub Models Manage and compare prompts MCP Registry New Integrate external tools DEVELOPER WORKFLOWS Actions Automate any workflow Codespaces Instant dev environments Issues Plan and track work Code Review Manage code changes APPLICATION SECURITY GitHub Advanced Security Find and fix vulnerabilities Code security Secure your code as you build Secret protection Stop leaks before they start EXPLORE Why GitHub Documentation Blog Changelog Marketplace View all features Solutions BY COMPANY SIZE Enterprises Small and medium teams Startups Nonprofits BY USE CASE App Modernization DevSecOps DevOps CI/CD View all use cases BY INDUSTRY Healthcare Financial services Manufacturing Government View all industries View all solutions Resources EXPLORE BY TOPIC AI Software Development DevOps Security View all topics EXPLORE BY TYPE Customer stories Events & webinars Ebooks & reports Business insights GitHub Skills SUPPORT & SERVICES Documentation Customer support Community forum Trust center Partners Open Source COMMUNITY GitHub Sponsors Fund open source developers PROGRAMS Security Lab Maintainer Community Accelerator Archive Program REPOSITORIES Topics Trending Collections Enterprise ENTERPRISE SOLUTIONS Enterprise platform AI-powered developer platform AVAILABLE ADD-ONS GitHub Advanced Security Enterprise-grade security features Copilot for Business Enterprise-grade AI features Premium Support Enterprise-grade 24/7 support Pricing Search or jump to... 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Dismiss alert {{ message }} elevenlabs / elevenlabs-js Public Notifications You must be signed in to change notification settings Fork 61 Star 357 The official JavaScript (Node) library for the ElevenLabs API. elevenlabs.io License MIT license 357 stars 61 forks Branches Tags Activity Star Notifications You must be signed in to change notification settings Code Issues 15 Pull requests 3 Actions Projects 0 Wiki Security Uh oh! There was an error while loading. Please reload this page . Insights Additional navigation options Code Issues Pull requests Actions Projects Wiki Security Insights elevenlabs/elevenlabs-js main Branches Tags Go to file Code Open more actions menu Folders and files Name Name Last commit message Last commit date Latest commit History 159 Commits .fern .fern .github/ workflows .github/ workflows assets assets scripts scripts src src tests tests .fernignore .fernignore .gitignore .gitignore .npmignore .npmignore CONTRIBUTING.md CONTRIBUTING.md LICENSE LICENSE README.md README.md biome.json biome.json jest.config.mjs jest.config.mjs package.json package.json reference.md reference.md tsconfig.json tsconfig.json yarn.lock yarn.lock View all files Repository files navigation README Contributing MIT license ElevenLabs JS Library Note: This is the Node.js library for ElevenLabs. For the browser SDK, visit @elevenlabs/client . For the React SDK, check out @elevenlabs/react . The official Node SDK for ElevenLabs . ElevenLabs brings the most compelling, rich and lifelike voices to creators and developers in just a few lines of code. 📖 API & Docs Check out the HTTP API documentation . ⚙️ Install npm install @elevenlabs/elevenlabs-js # or yarn add @elevenlabs/elevenlabs-js Main Models Eleven Multilingual v2 ( eleven_multilingual_v2 ) Excels in stability, language diversity, and accent accuracy Supports 29 languages Recommended for most use cases Eleven Flash v2.5 ( eleven_flash_v2_5 ) Ultra-low latency Supports 32 languages Faster model, 50% lower price per character Eleven Turbo v2.5 ( eleven_turbo_v2_5 ) Good balance of quality and latency Ideal for developer use cases where speed is crucial Supports 32 languages For more detailed information about these models and others, visit the ElevenLabs Models documentation . import { ElevenLabsClient , play } from "@elevenlabs/elevenlabs-js" ; const elevenlabs = new ElevenLabsClient ( { apiKey : "YOUR_API_KEY" , // Defaults to process.env.ELEVENLABS_API_KEY } ) ; const audio = await elevenlabs . textToSpeech . convert ( "Xb7hH8MSUJpSbSDYk0k2" , { text : "Hello! 你好! Hola! नमस्ते! Bonjour! こんにちは! مرحبا! 안녕하세요! Ciao! Cześć! Привіт! வணக்கம்!" , modelId : "eleven_multilingual_v2" , } ) ; await play ( audio ) ; Play Don't forget to unmute the player! audio.3.webm ⚠️ elevenlabs-js requires MPV and ffmpeg to play audio. 🗣️ Voices List all your available voices with search() . import { ElevenLabsClient } from "@elevenlabs/elevenlabs-js" ; const elevenlabs = new ElevenLabsClient ( { apiKey : "YOUR_API_KEY" , // Defaults to process.env.ELEVENLABS_API_KEY } ) ; const voices = await elevenlabs . voices . search ( ) ; For information about the structure of the voices output, please refer to the official ElevenLabs API documentation for Get Voices . 🚿 Streaming Stream audio in real-time, as it's being generated. const audioStream = await elevenlabs . textToSpeech . stream ( "JBFqnCBsd6RMkjVDRZzb" , { text : "This is a... streaming voice" , modelId : "eleven_multilingual_v2" , } ) ; stream ( audioStream ) ; Retries This Node SDK is instrumented with automatic retries with exponential backoff. A request will be retried as long as the request is deemed retry-able and the number of retry attempts has not grown larger than the configured retry limit (default: 2). A request is deemed able to retry when any of the following HTTP status codes is returned: 408 (Timeout) 409 (Conflict) 429 (Too Many Requests) 5XX (Internal Server Errors) Use the maxRetries request option to configure this behavior. const response = await elevenlabs . voices . search ( { } , { maxRetries : 2 , // Set the maximum number of retries } , ) ; Timeouts The SDK defaults to a 60 second timeout. Use the timeoutInSeconds option to configure this behavior. const response = await elevenlabs . voices . search ( { } , { timeoutInSeconds : 30 , // override timeout to 30s } , ) ; Runtime compatibility The SDK defaults to node-fetch but will use the global fetch client if present. The SDK works in the following runtimes: The following runtimes are supported: Node.js 15+ Vercel Cloudflare Workers Deno v1.25+ Bun 1.0+ Elevenlabs Namespace All of the ElevenLabs models are nested within the ElevenLabs namespace. Languages Supported Explore all models & languages . Contributing While we value open-source contributions to this SDK, this library is generated programmatically. Additions made directly to this library would have to be moved over to our generation code, otherwise they would be overwritten upon the next generated release. Feel free to open a PR as a proof of concept, but know that we will not be able to merge it as-is. We suggest opening an issue first to discuss with us! On the other hand, contributions to the README are always very welcome! About The official JavaScript (Node) library for the ElevenLabs API. elevenlabs.io Topics javascript text-to-speech node typescript artificial-intelligence conversational-ai Resources Readme License MIT license Contributing Contributing Uh oh! There was an error while loading. Please reload this page . Activity Custom properties Stars 357 stars Watchers 23 watching Forks 61 forks Report repository Releases 95 v2.30.0 Latest Jan 9, 2026 + 94 releases Uh oh! There was an error while loading. Please reload this page . Contributors 14 Uh oh! There was an error while loading. Please reload this page . Languages TypeScript 99.9% JavaScript 0.1% Footer © 2026 GitHub, Inc. Footer navigation Terms Privacy Security Status Community Docs Contact Manage cookies Do not share my personal information You can’t perform that action at this time. | 2026-01-13T08:48:10 |
https://github.com/square/square-go-sdk | GitHub - square/square-go-sdk: Go client library for the Square API Skip to content Navigation Menu Toggle navigation Sign in Appearance settings Platform AI CODE CREATION GitHub Copilot Write better code with AI GitHub Spark Build and deploy intelligent apps GitHub Models Manage and compare prompts MCP Registry New Integrate external tools DEVELOPER WORKFLOWS Actions Automate any workflow Codespaces Instant dev environments Issues Plan and track work Code Review Manage code changes APPLICATION SECURITY GitHub Advanced Security Find and fix vulnerabilities Code security Secure your code as you build Secret protection Stop leaks before they start EXPLORE Why GitHub Documentation Blog Changelog Marketplace View all features Solutions BY COMPANY SIZE Enterprises Small and medium teams Startups Nonprofits BY USE CASE App Modernization DevSecOps DevOps CI/CD View all use cases BY INDUSTRY Healthcare Financial services Manufacturing Government View all industries View all solutions Resources EXPLORE BY TOPIC AI Software Development DevOps Security View all topics EXPLORE BY TYPE Customer stories Events & webinars Ebooks & reports Business insights GitHub Skills SUPPORT & SERVICES Documentation Customer support Community forum Trust center Partners Open Source COMMUNITY GitHub Sponsors Fund open source developers PROGRAMS Security Lab Maintainer Community Accelerator Archive Program REPOSITORIES Topics Trending Collections Enterprise ENTERPRISE SOLUTIONS Enterprise platform AI-powered developer platform AVAILABLE ADD-ONS GitHub Advanced Security Enterprise-grade security features Copilot for Business Enterprise-grade AI features Premium Support Enterprise-grade 24/7 support Pricing Search or jump to... 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Dismiss alert {{ message }} square / square-go-sdk Public Notifications You must be signed in to change notification settings Fork 2 Star 19 Go client library for the Square API developer.squareup.com/docs/sdks License View license 19 stars 2 forks Branches Tags Activity Star Notifications You must be signed in to change notification settings Code Issues 0 Pull requests 0 Actions Projects 0 Security Uh oh! There was an error while loading. Please reload this page . Insights Additional navigation options Code Issues Pull requests Actions Projects Security Insights square/square-go-sdk master Branches Tags Go to file Code Open more actions menu Folders and files Name Name Last commit message Last commit date Latest commit History 48 Commits .fern .fern .github/ workflows .github/ workflows applepay applepay bankaccounts bankaccounts bookings bookings cards cards cashdrawers cashdrawers catalog catalog channels channels checkout checkout client client core core customers customers devices devices disputes disputes employees employees events events giftcards giftcards integration_tests integration_tests internal internal inventory inventory invoices invoices labor labor locations locations loyalty loyalty merchants merchants mobile mobile oauth oauth option option orders orders payments payments payouts payouts refunds refunds sites sites snippets snippets subscriptions subscriptions team team teammembers teammembers terminal terminal transferorders transferorders v1transactions v1transactions vendors vendors webhooks webhooks .fernignore .fernignore LICENSE LICENSE README.md README.md alias.go alias.go apple_pay.go apple_pay.go bank_accounts.go bank_accounts.go bookings.go bookings.go cards.go cards.go catalog.go catalog.go channels.go channels.go checkout.go checkout.go customers.go customers.go devices.go devices.go disputes.go disputes.go employees.go employees.go environments.go environments.go error_codes.go error_codes.go events.go events.go file_param.go file_param.go gift_cards.go gift_cards.go go.mod go.mod go.sum go.sum inventory.go inventory.go invoices.go invoices.go labor.go labor.go locations.go locations.go loyalty.go loyalty.go merchants.go merchants.go mobile.go mobile.go o_auth.go o_auth.go orders.go orders.go payments.go payments.go payouts.go payouts.go pointer.go pointer.go reference.md reference.md refunds.go refunds.go sites.go sites.go snippets.go snippets.go subscriptions.go subscriptions.go team.go team.go team_members.go team_members.go terminal.go terminal.go transfer_orders.go transfer_orders.go types.go types.go v1transactions.go v1transactions.go vendors.go vendors.go verify_signature.go verify_signature.go View all files Repository files navigation README License Square Go Library The Square Go library provides convenient access to the Square API from Go. Requirements This module requires Go version >= 1.18. Installation Run the following command to use the Square Go library in your module: go get github.com/square/square-go-sdk Usage package main import ( "context" "fmt" "github.com/square/square-go-sdk" squareclient "github.com/square/square-go-sdk/client" "github.com/square/square-go-sdk/option" ) func main () { client := squareclient . NewClient ( option . WithToken ( "<YOUR_ACCESS_TOKEN>" ), ) response , err := client . Payments . Create ( context . TODO (), & square. CreatePaymentRequest { IdempotencyKey : "4935a656-a929-4792-b97c-8848be85c27c" , SourceID : "CASH" , AmountMoney : & square. Money { Amount : square . Int64 ( 100 ), Currency : square . CurrencyUsd . Ptr (), }, TipMoney : & square. Money { Amount : square . Int64 ( 50 ), Currency : square . CurrencyUsd . Ptr (), }, CashDetails : & square. CashPaymentDetails { BuyerSuppliedMoney : & square. Money { Amount : square . Int64 ( 200 ), Currency : square . CurrencyUsd . Ptr (), }, }, }, ) if err != nil { fmt . Println ( err ) return } fmt . Println ( response . Payment ) } Optional Parameters This library models optional primitives and enum types as pointers. This is primarily meant to distinguish default zero values from explicit values (e.g. false for bool and "" for string ). A collection of helper functions are provided to easily map a primitive or enum to its pointer-equivalent (e.g. square.String ). For example, consider the client.Payments.List endpoint usage below: response , err := client . Payments . List ( context . TODO (), & square. ListPaymentsRequest { Total : square . Int64 ( 100 ), }, ) Environments By default, Square's production environment is used. However, you can choose between Square's different environments (i.e. sandbox and production), by using the square.Environments type like so: client := squareclient . NewClient ( option . WithBaseURL ( square . Environments . Sandbox ), ) You can also configure any arbitrary base URL, which is particularly useful in test environments, like so: client := squareclient . NewClient ( option . WithBaseURL ( "https://example.com" ), ) Automatic Pagination List endpoints are paginated. The SDK provides an iterator so that you can simply loop over the items: ctx := context . TODO () page , err := client . Payments . List ( ctx , & square. ListPaymentsRequest { Total : square . Int64 ( 100 ), }, ) if err != nil { return nil , err } iter := page . Iterator () for iter . Next ( ctx ) { payment := iter . Current () fmt . Printf ( "Got payment: %v \n " , * payment . ID ) } if err := iter . Err (); err != nil { // Handle the error! } You can also iterate page-by-page: for page != nil { for _ , payment := range page . Results { fmt . Printf ( "Got payment: %v \n " , * payment . ID ) } page , err = page . GetNextPage ( ctx ) if errors . Is ( err , core . ErrNoPages ) { break } if err != nil { // Handle the error! } } Timeouts Setting a timeout for each individual request is as simple as using the standard context library. Setting a one second timeout for an individual API call looks like the following: ctx , cancel := context . WithTimeout ( context . TODO (), time . Second ) defer cancel () response , err := client . Payments . List ( ctx , & square. ListPaymentsRequest { Total : square . Int64 ( 100 ), }, ) Errors Structured error types are returned from API calls that return non-success status codes. For example, you can check if the error was due to an unauthorized request (i.e. status code 401) with the following: response , err := client . Payments . Create ( ... ) if err != nil { if apiError , ok := err .( * core. APIError ); ok { switch ( apiError . StatusCode ) { case http . StatusUnauthorized : // Do something with the unauthorized request ... } } return err } These errors are also compatible with the errors.Is and errors.As APIs, so you can access the error like so: response , err := client . Payments . Create ( ... ) if err != nil { var apiError * core. APIError if errors . As ( err , apiError ) { // Do something with the API error ... } return err } If you'd like to wrap the errors with additional information and still retain the ability to access the type with errors.Is and errors.As , you can use the %w directive: response , err := client . Payments . Create ( ... ) if err != nil { return fmt . Errorf ( "failed to create payment: %w" , err ) } Webhook Signature Verification The SDK provides a utility method that allow you to verify webhook signatures and ensure that all webhook events originate from Square. The client.Webhooks.VerifySignature method will verify the signature: err := client . Webhooks . VerifySignature ( context . TODO (), & square. VerifySignatureRequest { RequestBody : requestBody , SignatureHeader : header . Get ( "x-square-hmacsha256-signature" ), SignatureKey : "YOUR_SIGNATURE_KEY" , NotificationURL : "https://example.com/webhook" , // The URL where event notifications are sent. }, ); if err != nil { return nil , err } Advanced Request Options A variety of request options are included to adapt the behavior of the library, which includes configuring authorization tokens, or providing your own instrumented *http.Client . Both of these options are shown below: client := squareclient . NewClient ( option . WithToken ( "<YOUR_API_KEY>" ), option . WithHTTPClient ( & http. Client { Timeout : 5 * time . Second , }, ), ) These request options can either be specified on the client so that they're applied on every request (shown above), or for an individual request like so: response , err := client . Payments . List ( ctx , & square. ListPaymentsRequest { Total : square . Int64 ( 100 ), }, option . WithToken ( "<YOUR_API_KEY>" ), ) Providing your own *http.Client is recommended. Otherwise, the http.DefaultClient will be used, and your client will wait indefinitely for a response (unless the per-request, context-based timeout is used). Send Extra Properties All endpoints support sending additional request body properties and query parameters that are not already supported by the SDK. This is useful whenever you need to interact with an unreleased or hidden feature. For example, suppose that a new feature was rolled out that allowed users to list all deactivated team members. You could the relevant query parameters like so: response , err := client . TeamMembers . Search ( context . TODO (), & square. SearchTeamMembersRequest { Limit : square . Int ( 100 ), }, option . WithQueryParameters ( url. Values { "status" : [] string { "DEACTIVATED" }, }, ), ) Receive Extra Properties Every response type includes the GetExtraProperties method, which returns a map that contains any properties in the JSON response that were not specified in the struct. Similar to the use case for sending additional parameters, this can be useful for API features not present in the SDK yet. You can receive and interact with the extra properties like so: response , err := client . Payments . Create ( ... ) if err != nil { return nil , err } extraProperties := response . GetExtraProperties () Retries The Square Go client is instrumented with automatic retries with exponential backoff. A request will be retried as long as the request is deemed retriable and the number of retry attempts has not grown larger than the configured retry limit (default: 2). A request is deemed retriable when any of the following HTTP status codes is returned: 408 (Timeout) 429 (Too Many Requests) 5XX (Internal Server Errors) You can use the option.WithMaxAttempts option to configure the maximum retry limit to your liking. For example, if you want to disable retries for the client entirely, you can set this value to 1 like so: client := squareclient . NewClient ( option . WithMaxAttempts ( 1 ), ) This can be done for an individual request, too: response , err := client . Payments . List ( context . TODO (), & square. ListPaymentsRequest { Total : square . Int64 ( 100 ), }, option . WithMaxAttempts ( 1 ), ) Contributing While we value open-source contributions to this SDK, this library is generated programmatically. Additions made directly to this library would have to be moved over to our generation code, otherwise they would be overwritten upon the next generated release. Feel free to open a PR as a proof of concept, but know that we will not be able to merge it as-is. We suggest opening an issue first to discuss with us! On the other hand, contributions to the README.md are always very welcome! About Go client library for the Square API developer.squareup.com/docs/sdks Topics square go-sdk generated-from-openapi built-with-fern Resources Readme License View license Uh oh! There was an error while loading. Please reload this page . Activity Custom properties Stars 19 stars Watchers 1 watching Forks 2 forks Report repository Releases 19 Version v2.2.0 Latest Oct 16, 2025 + 18 releases Uh oh! There was an error while loading. Please reload this page . Contributors 5 Uh oh! There was an error while loading. Please reload this page . Languages Go 100.0% Footer © 2026 GitHub, Inc. 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A space to share projects, ask questions, and discuss server-driven templating Dropdown menu Dropdown menu Skip to content Navigation menu Search Powered by Algolia Search Log in Create account DEV Community Close # deployment Follow Hide Deploying Forem to production Create Post Posts Left menu 👋 Sign in for the ability to sort posts by relevant , latest , or top . Right menu Your "Atomic" Deploys Probably Aren't Atomic mojoatomic mojoatomic mojoatomic Follow Jan 12 Your "Atomic" Deploys Probably Aren't Atomic # devops # deployment # linux # macos Comments Add Comment 3 min read What I Wish I Knew Before Deploying My First Backend Application. juweria mohamood juweria mohamood juweria mohamood Follow Jan 10 What I Wish I Knew Before Deploying My First Backend Application. # programming # devops # deployment # backend 1 reaction Comments Add Comment 2 min read Setting Up GitHub Pages with GitHub Actions John Ajera John Ajera John Ajera Follow Dec 31 '25 Setting Up GitHub Pages with GitHub Actions # github # pages # actions # deployment 1 reaction Comments Add Comment 7 min read The Simplest Way to Deploy a Rust App to DigitalOcean (No Docker, No K8s) Mayuresh Smita Suresh Mayuresh Smita Suresh Mayuresh Smita Suresh Follow Jan 2 The Simplest Way to Deploy a Rust App to DigitalOcean (No Docker, No K8s) # rust # devops # digitalocean # deployment 1 reaction Comments Add Comment 7 min read Java Should Stop Trying To Be Like Everybody Else Sergiy Yevtushenko Sergiy Yevtushenko Sergiy Yevtushenko Follow Dec 18 '25 Java Should Stop Trying To Be Like Everybody Else # java # kubernetes # runtime # deployment Comments 6 comments 5 min read # Demystifying AWS: Your Ultimate Guide to EC2 Instances and Cloud Power Unleashed sudip khatiwada sudip khatiwada sudip khatiwada Follow Dec 5 '25 # Demystifying AWS: Your Ultimate Guide to EC2 Instances and Cloud Power Unleashed # aws # deployment # backend # networking Comments Add Comment 3 min read Uniface Deployment 101: Mastering $SEARCH_RESOURCES and Avoiding the "It Works in the IDE" Trap Peter + AI Peter + AI Peter + AI Follow Nov 30 '25 Uniface Deployment 101: Mastering $SEARCH_RESOURCES and Avoiding the "It Works in the IDE" Trap # uniface # legacymodernization # deployment # devops Comments Add Comment 3 min read Zero-Downtime Deployment & Canary Release 👨💻Pierre-Henry ✨ 👨💻Pierre-Henry ✨ 👨💻Pierre-Henry ✨ Follow Dec 28 '25 Zero-Downtime Deployment & Canary Release # deployment # devops # downtime # aws Comments Add Comment 5 min read Elderly Camels in the Cloud Dave Cross Dave Cross Dave Cross Follow Nov 30 '25 Elderly Camels in the Cloud # web # cloud # deployment # docker Comments Add Comment 8 min read Implementing Robust LimeDB LXC Deployment and Update via `limedb_simple.sh` Naman Vashistha Naman Vashistha Naman Vashistha Follow Nov 21 '25 Implementing Robust LimeDB LXC Deployment and Update via `limedb_simple.sh` # limedb # proxmox # lxc # deployment Comments Add Comment 3 min read DevPill 7 - Cloud SQL Access for your containers on Google Kubernetes Engine Raul Paes Silva Raul Paes Silva Raul Paes Silva Follow Dec 7 '25 DevPill 7 - Cloud SQL Access for your containers on Google Kubernetes Engine # gpc # kubernetes # gke # deployment Comments Add Comment 1 min read How to deploy a website on Netlify MD Mostafa Niloy MD Mostafa Niloy MD Mostafa Niloy Follow Nov 1 '25 How to deploy a website on Netlify # webdev # programming # netlify # deployment Comments Add Comment 2 min read CI/CD Best Practices: Building Robust Deployment Pipelines InstaDevOps InstaDevOps InstaDevOps Follow Nov 5 '25 CI/CD Best Practices: Building Robust Deployment Pipelines # cicd # devops # automation # deployment 1 reaction Comments Add Comment 5 min read I deployed 108 MVPs in 2025. Here's the deployment platform data you actually need Alex Chen Alex Chen Alex Chen Follow Oct 23 '25 I deployed 108 MVPs in 2025. Here's the deployment platform data you actually need # backend # deployment # devops # freelance Comments 2 comments 2 min read Dancing in the Clouds: Moving Dancer2 Apps from a VPS to Cloud Run Dave Cross Dave Cross Dave Cross Follow Nov 13 '25 Dancing in the Clouds: Moving Dancer2 Apps from a VPS to Cloud Run # cloud # deployment # docker # perl 2 reactions Comments Add Comment 8 min read Shuttle MCP Server - Deploy Your App with a Prompt Shuttle Shuttle Shuttle Follow Oct 8 '25 Shuttle MCP Server - Deploy Your App with a Prompt # mcp # ai # shuttle # deployment Comments Add Comment 5 min read How to Upgrade AWS EKS Node Groups Without Downtime (Step-by-Step Guide) Ifedayo Adesiyan Ifedayo Adesiyan Ifedayo Adesiyan Follow Oct 9 '25 How to Upgrade AWS EKS Node Groups Without Downtime (Step-by-Step Guide) # kubernetes # devops # aws # deployment 1 reaction Comments Add Comment 4 min read 🌍 From Localhost to the World: How to Deploy Your First Project Sandeep Illa Sandeep Illa Sandeep Illa Follow Oct 9 '25 🌍 From Localhost to the World: How to Deploy Your First Project # deployment # webdev # collegeprojects # backend 7 reactions Comments 1 comment 3 min read Help Needed – Email Sending Issues After Deployment (Node.js/Express) mariya tawfik mariya tawfik mariya tawfik Follow Oct 5 '25 Help Needed – Email Sending Issues After Deployment (Node.js/Express) # node # express # email # deployment Comments 1 comment 1 min read Rekomendasi Stack Modern Free & Self-Hosted untuk Aplikasi Web dan Cloud Nandan Ramdani Nandan Ramdani Nandan Ramdani Follow Oct 2 '25 Rekomendasi Stack Modern Free & Self-Hosted untuk Aplikasi Web dan Cloud # deployment # selfhosted # statefull # programming Comments Add Comment 2 min read Why developers are leaving Next.js for TanStack Start, and loving it Tessa Mero Tessa Mero Tessa Mero Follow Oct 28 '25 Why developers are leaving Next.js for TanStack Start, and loving it # nextjs # frameworks # deployment # tanstack 6 reactions Comments Add Comment 4 min read Why I changed to Cloudflare and you should too Majdi Zlitni Majdi Zlitni Majdi Zlitni Follow Oct 15 '25 Why I changed to Cloudflare and you should too # cloudflarechallenge # devops # webdev # deployment 13 reactions Comments 2 comments 3 min read Why Your React App Breaks When You Refresh on Vercel (And the 2-Minute Fix) Bishop Abraham Bishop Abraham Bishop Abraham Follow Oct 13 '25 Why Your React App Breaks When You Refresh on Vercel (And the 2-Minute Fix) # react # vercel # deployment # webdev 5 reactions Comments 2 comments 3 min read Node.js Production Deployment - How to Not Get Paged at 3AM T Robert Savo T Robert Savo T Robert Savo Follow Sep 3 '25 Node.js Production Deployment - How to Not Get Paged at 3AM # node # deployment # production # pm2 1 reaction Comments Add Comment 14 min read 🚀 Node.js + TypeScript dev DCDeploy DCDeploy DCDeploy Follow Aug 28 '25 🚀 Node.js + TypeScript dev # node # typescript # tooling # deployment Comments Add Comment 1 min read loading... trending guides/resources Zero-Downtime Deployment & Canary Release The Simplest Way to Deploy a Rust App to DigitalOcean (No Docker, No K8s) Dancing in the Clouds: Moving Dancer2 Apps from a VPS to Cloud Run Implementing Robust LimeDB LXC Deployment and Update via `limedb_simple.sh` Setting Up GitHub Pages with GitHub Actions CI/CD Best Practices: Building Robust Deployment Pipelines Java Should Stop Trying To Be Like Everybody Else Elderly Camels in the Cloud # Demystifying AWS: Your Ultimate Guide to EC2 Instances and Cloud Power Unleashed Uniface Deployment 101: Mastering $SEARCH_RESOURCES and Avoiding the "It Works in the IDE" Trap DevPill 7 - Cloud SQL Access for your containers on Google Kubernetes Engine What I Wish I Knew Before Deploying My First Backend Application. 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https://github.com/trycourier/courier-php | GitHub - trycourier/courier-php: A PHP package for communicating with the Courier REST API. 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Dismiss alert {{ message }} trycourier / courier-php Public Notifications You must be signed in to change notification settings Fork 7 Star 14 A PHP package for communicating with the Courier REST API. packagist.org/packages/trycourier/courier License Apache-2.0 license 14 stars 7 forks Branches Tags Activity Star Notifications You must be signed in to change notification settings Code Issues 0 Pull requests 1 Actions Security Uh oh! There was an error while loading. Please reload this page . Insights Additional navigation options Code Issues Pull requests Actions Security Insights trycourier/courier-php main Branches Tags Go to file Code Open more actions menu Folders and files Name Name Last commit message Last commit date Latest commit History 251 Commits .github/ workflows .github/ workflows bin bin scripts scripts src src tests tests .gitattributes .gitattributes .gitignore .gitignore .php-cs-fixer.dist.php .php-cs-fixer.dist.php .phpactor.json .phpactor.json .release-please-manifest.json .release-please-manifest.json .stats.yml .stats.yml CHANGELOG.md CHANGELOG.md LICENSE LICENSE README.md README.md SECURITY.md SECURITY.md composer.json composer.json composer.lock composer.lock phpstan.dist.neon phpstan.dist.neon phpunit.xml.dist phpunit.xml.dist release-please-config.json release-please-config.json View all files Repository files navigation README Apache-2.0 license Security Courier PHP API library Note The Courier PHP API Library is currently in beta and we're excited for you to experiment with it! This library has not yet been exhaustively tested in production environments and may be missing some features you'd expect in a stable release. As we continue development, there may be breaking changes that require updates to your code. We'd love your feedback! Please share any suggestions, bug reports, feature requests, or general thoughts by filing an issue . The Courier PHP library provides convenient access to the Courier REST API from any PHP 8.1.0+ application. It is generated with Stainless . Documentation The REST API documentation can be found on www.courier.com . Installation To use this package, install via Composer by adding the following to your application's composer.json : { "repositories" : [ { "type" : " vcs " , "url" : " git@github.com:trycourier/courier-php.git " } ], "require" : { "trycourier/courier" : " dev-main " } } Usage This library uses named parameters to specify optional arguments. Parameters with a default value must be set by name. <?php use Courier \ Client ; $ client = new Client (apiKey: getenv ( ' COURIER_API_KEY ' ) ?: ' My API Key ' ); $ response = $ client -> send -> message ( message: [ ' to ' => [ ' userID ' => ' your_user_id ' ], ' template ' => ' your_template_id ' , ' data ' => [ ' foo ' => ' bar ' ], ], ); var_dump ( $ response -> requestId ); Value Objects It is recommended to use the static with constructor AudienceFilter::with(operator: 'MEMBER_OF', ...) and named parameters to initialize value objects. However, builders are also provided (new AudienceFilter)->withOperator('MEMBER_OF') . Handling errors When the library is unable to connect to the API, or if the API returns a non-success status code (i.e., 4xx or 5xx response), a subclass of Courier\Core\Exceptions\APIException will be thrown: <?php use Courier \ Core \ Exceptions \ APIConnectionException ; try { $ response = $ client -> send -> message ( message: [ ' to ' => [ ' userID ' => ' your_user_id ' ], ' template ' => ' your_template_id ' , ' data ' => [ ' foo ' => ' bar ' ], ], ); } catch ( APIConnectionException $ e ) { echo " The server could not be reached " , PHP_EOL ; var_dump ( $ e -> getPrevious ()); } catch ( RateLimitError $ e ) { echo " A 429 status code was received; we should back off a bit. " , PHP_EOL ; } catch ( APIStatusError $ e ) { echo " Another non-200-range status code was received " , PHP_EOL ; echo $ e -> getMessage (); } Error codes are as follows: Cause Error Type HTTP 400 BadRequestException HTTP 401 AuthenticationException HTTP 403 PermissionDeniedException HTTP 404 NotFoundException HTTP 409 ConflictException HTTP 422 UnprocessableEntityException HTTP 429 RateLimitException HTTP >= 500 InternalServerException Other HTTP error APIStatusException Timeout APITimeoutException Network error APIConnectionException Retries Certain errors will be automatically retried 2 times by default, with a short exponential backoff. Connection errors (for example, due to a network connectivity problem), 408 Request Timeout, 409 Conflict, 429 Rate Limit, >=500 Internal errors, and timeouts will all be retried by default. You can use the maxRetries option to configure or disable this: <?php use Courier \ Client ; // Configure the default for all requests: $ client = new Client (requestOptions: [ ' maxRetries ' => 0 ]); // Or, configure per-request: $ result = $ client -> send -> message ( message: [ ' to ' => [ ' userID ' => ' your_user_id ' ], ' template ' => ' your_template_id ' , ' data ' => [ ' foo ' => ' bar ' ], ], requestOptions: [ ' maxRetries ' => 5 ], ); Advanced concepts Making custom or undocumented requests Undocumented properties You can send undocumented parameters to any endpoint, and read undocumented response properties, like so: Note: the extra* parameters of the same name overrides the documented parameters. <?php $ response = $ client -> send -> message ( message: [ ' to ' => [ ' userID ' => ' your_user_id ' ], ' template ' => ' your_template_id ' , ' data ' => [ ' foo ' => ' bar ' ], ], requestOptions: [ ' extraQueryParams ' => [ ' my_query_parameter ' => ' value ' ], ' extraBodyParams ' => [ ' my_body_parameter ' => ' value ' ], ' extraHeaders ' => [ ' my-header ' => ' value ' ], ], ); Undocumented request params If you want to explicitly send an extra param, you can do so with the extra_query , extra_body , and extra_headers under the request_options: parameter when making a request, as seen in the examples above. Undocumented endpoints To make requests to undocumented endpoints while retaining the benefit of auth, retries, and so on, you can make requests using client.request , like so: <?php $ response = $ client -> request ( method: " post " , path: ' /undocumented/endpoint ' , query: [ ' dog ' => ' woof ' ], headers: [ ' useful-header ' => ' interesting-value ' ], body: [ ' hello ' => ' world ' ] ); Versioning This package follows SemVer conventions. As the library is in initial development and has a major version of 0 , APIs may change at any time. This package considers improvements to the (non-runtime) PHPDoc type definitions to be non-breaking changes. Requirements PHP 8.1.0 or higher. Contributing See the contributing documentation . About A PHP package for communicating with the Courier REST API. packagist.org/packages/trycourier/courier Resources Readme License Apache-2.0 license Security policy Security policy Uh oh! There was an error while loading. Please reload this page . Activity Custom properties Stars 14 stars Watchers 16 watching Forks 7 forks Report repository Releases 17 v5.0.0 Latest Jan 12, 2026 + 16 releases Packages 0 No packages published Uh oh! There was an error while loading. Please reload this page . Contributors 12 Uh oh! There was an error while loading. Please reload this page . Languages PHP 99.7% Shell 0.3% Footer © 2026 GitHub, Inc. Footer navigation Terms Privacy Security Status Community Docs Contact Manage cookies Do not share my personal information You can’t perform that action at this time. | 2026-01-13T08:48:10 |
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Author Topics .NET C# AI Azure Posts by this author Jan 5, 2026 Post comments count 8 Post likes count 3 Generative AI with Large Language Models in C# in 2026 A practical introduction to modern AI for .NET developers. .NET C# AI Sep 24, 2025 Post comments count 2 Post likes count 7 Exploring Text-to-Image capabilities in .NET Learn how to generate images from natural language prompts using the universal abstractions in Microsoft's extensions for .NET AI. .NET C# AI Oct 23, 2024 Post comments count 1 Post likes count 11 eShop infused with AI – a comprehensive intelligent app sample Go beyond a simple demo app that demonstrates a chat bot and explore a real-world scale application that is infused with AI and illustrates the value of intelligent apps with features like semantic search, summarization, classification, sentiment scoring, chatbot, test data generation, evaluation tool, and E2E testing. .NET ASP.NET Core C# Nov 3, 2023 Post comments count 42 Post likes count 17 What’s new with identity in .NET 8 An introduction to identity in .NET 8 with code examples to secure APIs, generate a Blazor-based UI and integrate authentication into Blazor WebAssembly apps. .NET ASP.NET Core C# Jul 12, 2023 Post comments count 6 Post likes count 1 What does Azure AD renamed Microsoft Entra ID mean for .NET developers? 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A space to share projects, ask questions, and discuss server-driven templating Dropdown menu Dropdown menu Skip to content Navigation menu Search Powered by Algolia Search Log in Create account DEV Community Close Leadership Follow Hide Leadership is not a job title. Is guiding and empowering others. Create Post about #leadership Leadership is not a job title. Is guiding and empowering others. Tell us how you have lead others and learned from leaders. Lets learn from each other how to be better leaders. Older #leadership posts 1 2 3 4 5 6 7 8 9 Posts Left menu 👋 Sign in for the ability to sort posts by relevant , latest , or top . Right menu Package Updates Are Investments, Not Hygiene Tasks Steven Stuart Steven Stuart Steven Stuart Follow Jan 12 Package Updates Are Investments, Not Hygiene Tasks # leadership # softwaredevelopment # testing Comments Add Comment 8 min read Code ownership is not “please fix this for me” maria tzanidaki maria tzanidaki maria tzanidaki Follow Jan 12 Code ownership is not “please fix this for me” # discuss # architecture # codequality # leadership 2 reactions Comments 3 comments 3 min read Human–AI Collaboration in Project Teams — Redefining Leadership and Decision-Making Aaryan Gupta Aaryan Gupta Aaryan Gupta Follow Jan 12 Human–AI Collaboration in Project Teams — Redefining Leadership and Decision-Making # ai # leadership # management # productivity Comments Add Comment 2 min read Sharing a Good Book: Iwata Asks - The Legendary Life of the Nintendo Savior, From Genius Programmer to President Evan Lin Evan Lin Evan Lin Follow Jan 11 Sharing a Good Book: Iwata Asks - The Legendary Life of the Nintendo Savior, From Genius Programmer to President # learning # gamedev # leadership # career Comments Add Comment 9 min read What's the Hardest Thing to Manage? - Silicon Valley VC's Management Wisdom Evan Lin Evan Lin Evan Lin Follow Jan 11 What's the Hardest Thing to Manage? - Silicon Valley VC's Management Wisdom # leadership # management # startup Comments Add Comment 11 min read Sharing a Good Book: Zhang Xiaolong, the WeChat Legend Evan Lin Evan Lin Evan Lin Follow Jan 11 Sharing a Good Book: Zhang Xiaolong, the WeChat Legend # discuss # leadership # product # career Comments Add Comment 10 min read Reading List: Staff Engineering and Tech Management Books Evan Lin Evan Lin Evan Lin Follow Jan 11 Reading List: Staff Engineering and Tech Management Books # management # leadership # resources # career Comments Add Comment 2 min read Book Sharing: Miracle Questions for High-Performing Teams Evan Lin Evan Lin Evan Lin Follow Jan 11 Book Sharing: Miracle Questions for High-Performing Teams # leadership # management # productivity Comments Add Comment 3 min read Book Review: Elon Musk Biography Evan Lin Evan Lin Evan Lin Follow Jan 11 Book Review: Elon Musk Biography # discuss # learning # startup # leadership Comments Add Comment 4 min read Sharing Good Books: Influence Through Storytelling - Persuading Without Arguing Evan Lin Evan Lin Evan Lin Follow Jan 11 Sharing Good Books: Influence Through Storytelling - Persuading Without Arguing # leadership # learning # resources Comments Add Comment 6 min read Steve Jobs: The Biography (Updated Edition) Evan Lin Evan Lin Evan Lin Follow Jan 11 Steve Jobs: The Biography (Updated Edition) # career # leadership # motivation # product Comments Add Comment 4 min read Book Sharing: Copyable Leadership - Fan Deng's Nine Business Lessons, Praised by 3 Million Paying Members Evan Lin Evan Lin Evan Lin Follow Jan 11 Book Sharing: Copyable Leadership - Fan Deng's Nine Business Lessons, Praised by 3 Million Paying Members # leadership # learning # management Comments Add Comment 4 min read Sharing a Good Book: How to Criticize Effectively (Instead of Yelling) to Build a High-Performing Team Evan Lin Evan Lin Evan Lin Follow Jan 11 Sharing a Good Book: How to Criticize Effectively (Instead of Yelling) to Build a High-Performing Team # leadership # management # productivity Comments Add Comment 3 min read Book Review: The Staff Engineer's Path Evan Lin Evan Lin Evan Lin Follow Jan 11 Book Review: The Staff Engineer's Path # career # leadership # management Comments Add Comment 3 min read Sharing Good Books: Raising Resilient Kids - Silicon Valley Parenting Methods the World Is Learning Evan Lin Evan Lin Evan Lin Follow Jan 11 Sharing Good Books: Raising Resilient Kids - Silicon Valley Parenting Methods the World Is Learning # learning # leadership # resources # mentalhealth Comments Add Comment 7 min read A Tier List for Company AI Strategies. Michael Landry Michael Landry Michael Landry Follow Jan 12 A Tier List for Company AI Strategies. # ai # leadership 2 reactions Comments 1 comment 3 min read How “Thinking Out Loud” Unlocked Clarity for My Dev Team (And How You Can Do It Too) Shubham Choudhary Shubham Choudhary Shubham Choudhary Follow Jan 9 How “Thinking Out Loud” Unlocked Clarity for My Dev Team (And How You Can Do It Too) # leadership # softwareengineering # productivity # career Comments Add Comment 2 min read The Responsible Disclosure Myth: How VMware's Year-Long Secret Left Us All Exposed ZB25 ZB25 ZB25 Follow Jan 9 The Responsible Disclosure Myth: How VMware's Year-Long Secret Left Us All Exposed # cybersecurity # leadership Comments Add Comment 6 min read Organizational Autoimmune Disorders Ben Link Ben Link Ben Link Follow Jan 8 Organizational Autoimmune Disorders # career # leadership # mentalhealth Comments Add Comment 4 min read What CEO retreats actually change for engineering execution Imperium by Edstellar Imperium by Edstellar Imperium by Edstellar Follow Jan 8 What CEO retreats actually change for engineering execution # leadership # management # product # softwareengineering Comments Add Comment 3 min read Finding leadership in times of crisis Svile Svile Svile Follow Jan 6 Finding leadership in times of crisis # leadership # productivity # agile # startup Comments Add Comment 9 min read Why AI Ethics Isn't a Policy—It's Your Next Competitive Advantage Sunny Ahluwalia Sunny Ahluwalia Sunny Ahluwalia Follow Jan 6 Why AI Ethics Isn't a Policy—It's Your Next Competitive Advantage # discuss # ai # leadership Comments Add Comment 2 min read Analytical Capability Is Not Authority: A Critical Boundary in AI-Enabled Systems Antonio Jose Socorro Marin Antonio Jose Socorro Marin Antonio Jose Socorro Marin Follow Jan 8 Analytical Capability Is Not Authority: A Critical Boundary in AI-Enabled Systems # ai # architecture # leadership # systemdesign Comments Add Comment 1 min read The Culture Map: Book review and reflections from an EM Leading International Teams Davide de Paolis Davide de Paolis Davide de Paolis Follow Jan 6 The Culture Map: Book review and reflections from an EM Leading International Teams # leadership # bookscorner # growthmindset # collaboration Comments Add Comment 8 min read Cuando el análisis y la decisión se confunden, la gobernanza se rompe Antonio Jose Socorro Marin Antonio Jose Socorro Marin Antonio Jose Socorro Marin Follow Jan 7 Cuando el análisis y la decisión se confunden, la gobernanza se rompe # discuss # ai # leadership Comments Add Comment 1 min read loading... trending guides/resources Building Scalable SaaS Products: A Developer's Guide I got a new job - and I was fired after 45 days From Nagging to Holding People Accountable The Cargo Cult Am I doing the best I can? Thoughts about talent, mediocrity, expectations and success. The Culture Map: Book review and reflections from an EM Leading International Teams A Complete Production-Ready Checklist for Smooth, Safe Deployments 2025 Wrapped: still building, sharing, and finding my place in the community The Now Go Build Award: Celebrating Global Builders Who Inspire the AWS Community Become a GDG on Campus Organizer: Your Complete Selection Journey How Guillermo Rauch (the Creator of Next.JS) Evolves in the Age of AI How Do You Think About Measuring Social & Environmental Impact in Tech Projects? AI SDLC Transformation — Part 1: Where to Start? The DoD Experiment: A Diagnostic Tool in Disguise Organizando eventos de tecnologia Why Everyone is Missing GPT-4o Increasing Technical Onboarding Velocity for Your Engineering Team The Workflow of the Future Is Already Here (And It's Nothing Like You Think) A Tier List for Company AI Strategies. Traffic Down? 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https://dev.to/t/gamedev/page/174 | Game Dev Page 174 - DEV Community Forem Feed Follow new Subforems to improve your feed DEV Community Follow A space to discuss and keep up software development and manage your software career Future Follow News and discussion of science and technology such as AI, VR, cryptocurrency, quantum computing, and more. Open Forem Follow A general discussion space for the Forem community. If it doesn't have a home elsewhere, it belongs here Gamers Forem Follow An inclusive community for gaming enthusiasts Music Forem Follow From composing and gigging to gear, hot music takes, and everything in between. Vibe Coding Forem Follow Discussing AI software development, and showing off what we're building. Popcorn Movies and TV Follow Movie and TV enthusiasm, criticism and everything in-between. DUMB DEV Community Follow Memes and software development shitposting Design Community Follow Web design, graphic design and everything in-between Security Forem Follow Your central hub for all things security. From ethical hacking and CTFs to GRC and career development, for beginners and pros alike Golf Forem Follow A community of golfers and golfing enthusiasts Crypto Forem Follow A collaborative community for all things Crypto—from Bitcoin to protocol development and DeFi to NFTs and market analysis. Parenting Follow A place for parents to the share the joys, challenges, and wisdom that come from raising kids. We're here for them and for each other. Forem Core Follow Discussing the core forem open source software project — features, bugs, performance, self-hosting. Maker Forem Follow A community for makers, hobbyists, and professionals to discuss Arduino, Raspberry Pi, 3D printing, and much more. HMPL.js Forem Follow For developers using HMPL.js to build fast, lightweight web apps. A space to share projects, ask questions, and discuss server-driven templating Dropdown menu Dropdown menu Skip to content Navigation menu Search Powered by Algolia Search Log in Create account DEV Community Close Game Dev Follow Hide 👾 👾 👾 Create Post submission guidelines Write! Just keep it clean and civil! about #gamedev From GameMaker Studio to Unity, RPG Maker to 6502 assembly - this is your stop for all things related to game development! However, please make sure that your post is about DEVELOPING A GAME, or TOOLS THAT DEVELOPERS CAN USE, but please make sure they are tools MADE for developers, not just tools like twitter. That can go in topics like #socialmedia. Older #gamedev posts 171 172 173 174 Posts Left menu 👋 Sign in for the ability to sort posts by relevant , latest , or top . Right menu loading... 💎 DEV Diamond Sponsors Thank you to our Diamond Sponsors for supporting the DEV Community Google AI is the official AI Model and Platform Partner of DEV Neon is the official database partner of DEV Algolia is the official search partner of DEV DEV Community — A space to discuss and keep up software development and manage your software career Home DEV++ Podcasts Videos DEV Education Tracks DEV Challenges DEV Help Advertise on DEV DEV Showcase About Contact Free Postgres Database Software comparisons Forem Shop Code of Conduct Privacy Policy Terms of Use Built on Forem — the open source software that powers DEV and other inclusive communities. Made with love and Ruby on Rails . DEV Community © 2016 - 2026. We're a place where coders share, stay up-to-date and grow their careers. Log in Create account | 2026-01-13T08:48:10 |
https://docs.suprsend.com/docs/email-quick-start | Email - SuprSend, Notification infrastructure for Product teams Skip to main content SuprSend, Notification infrastructure for Product teams home page Search... ⌘ K Community Trust Center Platform Status Postman Collection GETTING STARTED What is SuprSend? Quick Start Guide Overview Email SMS Whatsapp Inbox Mobile Push Web Push Slack Microsoft Teams Best Practices Plan Your Integration Go-live checklist CORE CONCEPTS Templates Users Events Workflow Notification Categories Preferences Tenants Lists Broadcast Objects Translations DLT Guidelines Whatsapp Template Guidelines WORKFLOW BUILDER Design Workflow Node List Workflow Settings Trigger Workflow Validate Trigger Payload Tenant Workflows Notification Inbox Overview Multi Tabs React Javascript (Angular, Vuejs etc) React Native Flutter (Headless) PREFERENCE CENTRE Embedded Preference Centre Javascript Angular React VENDOR INTEGRATION GUIDE Overview Email Integrations SMS Integrations Android Push Whatsapp Integrations iOS Push Chat Integrations Vendor Fallback Tenant Vendor INTEGRATIONS Webhook Connectors MONITORING & DEBUGGING Logs Audit Logs Error Guides MANAGE YOUR ACCOUNT Authentication Methods Contact Us Get Started SuprSend, Notification infrastructure for Product teams home page Search... ⌘ K Ask AI Contact Us Get Started Get Started Search... Navigation Quick Start Guide Email Documentation API Reference Management API CLI Reference Developer Resources Changelog Documentation API Reference Management API CLI Reference Developer Resources Changelog Quick Start Guide Email OpenAI Open in ChatGPT Set up guide to send Email notifications via SuprSend. OpenAI Open in ChatGPT Create SuprSend account Simply signup on SuprSend to create your account. If you already have your company account setup, ask your admin to invite you to the team. Start testing in Sandbox workspace Your SuprSend account includes three default workspaces: Sandbox, Staging, and Production. You can switch between them from the top navigation bar, and create additional workspaces if needed. Sandbox Demo Workspace with pre-configured vendors for quick exploration and POC. Includes a sample workflow, a sample user with your registered email and pre-configured channels for quick testing. Limitation: Available for a trial period and email notifications can be sent only to verified email addresses (to prevent spam). Staging Development workspace used to test notification flows before pushing it to production. You can enable Test Mode to safely test notification flows without delivering to real users. In Test Mode, notifications is delivered only to designated internal testers. You can also set up a catch-all channel to redirect all notifications intended for non-test users. Production Live workspace for syncing your actual product users and running production workflows. We do not recommend making changes directly in your production workspace as it might disrupt your live notifications. When to use additional workspaces? Workspaces also help isolate different product lines or applications , each with their own users and configurations. For example, a company like Meta might create separate workspaces for Facebook, Instagram, and WhatsApp. Create a workflow Workflow houses the automation logic of your notification. Each workflow starts with a trigger, processes the defined logic, and sends one or more messages to the end user. You can create a workflow from SuprSend dashboard by clicking on button on the workflows tab . To design a workflow, you need: A Trigger point - Trigger initiates the workflow. You can initiate it Using the direct workflow API , where you can include recipient channel information, preferences, and actor details directly in the trigger. By emitting an event (note: the recipient needs to be pre-created for event-based triggers). Delivery node - Delivery Nodes represent the channels where users will receive notifications. You can use: multi-channel nodes, to send messages across multiple channels, smart channel routing , to notify users sequentially rather than bombarding them on all channels at once (though it’s generally better to use). Template in delivery node contains the content of the notification. You can add both static and dynamic content sourced from user properties or trigger payloads. We use handlebars as our Whatsapp templating language. You can add dynamic content as {{var}} . Add trigger data in the mock to get variable auto-suggestions during editing. Ensure to publish the template before using it in a workflow. Learn more about how to design email template here . Functional nodes (Optional) : These are the logic nodes in the workflow. You can use it to add delay, batch multiple notifications in a summary or add conditional branches in the workflow. Check out all workflow nodes here. Trigger the workflow You can trigger a test workflow directly from dashboard by clicking on ” button in your workflow editor or “Commit” changes to trigger it from your code. We follow Git like versioning for workflow changes, so you need to commit your changes to trigger new workflow via the API. You can check all methods of triggering workflow here . To trigger a workflow, you need: Recipient : End user who would be notified in the workflow run. Recipient is uniquely identified by distinct_id within SuprSend and must have the relevant channel identity set in their profile. You can define recipient inline in case of API based trigger or create user profile first for event based trigger. In Sandbox environment, a sample user with your registered email ID is pre-created for testing. You can always add more users or edit existing user profile from subscriber page on UI. Data or Event Properties : This will be used to render dynamic content in the template (added in template mock) or variables in the workflow configuration. We’ll be triggering the workflow with direct API trigger for quick testing. You can check all trigger methods here. Sample payload for API-based trigger You can get workspace key, secret or API Key for trigger from Settings tab -> API Keys curl Python Node Go Java Copy Ask AI curl --request POST \ --url https://hub.suprsend.com/trigger/ \ --header 'Authorization: Bearer __api_key__' \ --header 'accept: application/json' \ --header 'content-type: application/json' \ --data ' { "workflow": "_workflow_slug_", "recipients": [ { "distinct_id": "0gxxx9f14-xxxx-23c5-1902-xxxcb6912ab09", "$email":["[ [email protected] ]"], "name":"recipient_1" } ], "data":{ "first_name": "User", "invoice_amount": "$5000", "invoice_id":"Invoice-1234" } } ' Check notification logs You can view the status of any sent notification under the Logs tab. Logs are organized in the following order: Requests : Captures all API/SDK requests sent to SuprSend from your backend or frontend. You can see the input payload and request response here. Executions : Workflow executions are logged here. You can click on a log entry to open the step-by-step workflow debugger Messages : All delivery nodes (including webhooks) are tracked here along with their message status (delivered, seen, clicked). Message preview for delivered notifications will also be available soon. Test with your Email vendor You have to bring your own vendor to setup email notification in staging and production workspaces. However, you can test your workflows in Sandbox where sample vendors are pre-added. You can clone workflows from one workspace to another. All you have to do is fill in the vendor form for your respective vendor and you are good to go. Push to Production In SuprSend, each environment is isolated, meaning workflows, users, and vendors are configured separately in testing and production workspaces. Follow this go live checklist to setup things in production once you are done testing. Was this page helpful? Yes No Suggest edits Raise issue Previous SMS Set up guide to send SMS notifications via SuprSend. Next ⌘ I x github linkedin youtube Powered by On this page Create SuprSend account Start testing in Sandbox workspace Create a workflow Trigger the workflow Check notification logs Test with your Email vendor Push to Production | 2026-01-13T08:48:10 |
https://dev.to/ibn_abubakre/append-vs-appendchild-a4m#conclusion | append VS appendChild - DEV Community Forem Feed Follow new Subforems to improve your feed DEV Community Follow A space to discuss and keep up software development and manage your software career Future Follow News and discussion of science and technology such as AI, VR, cryptocurrency, quantum computing, and more. Open Forem Follow A general discussion space for the Forem community. If it doesn't have a home elsewhere, it belongs here Gamers Forem Follow An inclusive community for gaming enthusiasts Music Forem Follow From composing and gigging to gear, hot music takes, and everything in between. Vibe Coding Forem Follow Discussing AI software development, and showing off what we're building. Popcorn Movies and TV Follow Movie and TV enthusiasm, criticism and everything in-between. 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A space to share projects, ask questions, and discuss server-driven templating Dropdown menu Dropdown menu Skip to content Navigation menu Search Powered by Algolia Search Log in Create account DEV Community Close Add reaction Like Unicorn Exploding Head Raised Hands Fire Jump to Comments Save Boost More... Copy link Copy link Copied to Clipboard Share to X Share to LinkedIn Share to Facebook Share to Mastodon Share Post via... Report Abuse Abdulqudus Abubakre Posted on Apr 17, 2020 append VS appendChild # javascript # html This VS That (3 Part Series) 1 append VS appendChild 2 Spread VS Rest Operator 3 em VS rem This is the first post in the this vs that series. A series aimed at comparing two often confusing terms, methods, objects, definition or anything frontend related. append and appendChild are two popular methods used to add elements into the Document Object Model(DOM). They are often used interchangeably without much troubles, but if they are the same, then why not scrape one....Well they are only similar, but different. Here's how: .append() This method is used to add an element in form of a Node object or a DOMString (basically means text). Here's how that would work. // Inserting a Node object const parent = document . createElement ( ' div ' ); const child = document . createElement ( ' p ' ); parent . append ( child ); // This appends the child element to the div element // The div would then look like this <div><p></p></div> Enter fullscreen mode Exit fullscreen mode // Inserting a DOMString const parent = document . createElement ( ' div ' ); parent . append ( ' Appending Text ' ); // The div would then look like this <div>Appending Text</div> Enter fullscreen mode Exit fullscreen mode .appendChild() Similar to the .append method, this method is used to elements in the DOM, but in this case, only accepts a Node object. // Inserting a Node object const parent = document . createElement ( ' div ' ); const child = document . createElement ( ' p ' ); parent . appendChild ( child ); // This appends the child element to the div element // The div would then look like this <div><p></p></div> Enter fullscreen mode Exit fullscreen mode // Inserting a DOMString const parent = document . createElement ( ' div ' ); parent . appendChild ( ' Appending Text ' ); // Uncaught TypeError: Failed to execute 'appendChild' on 'Node': parameter 1 is not of type 'Node' Enter fullscreen mode Exit fullscreen mode Differences .append accepts Node objects and DOMStrings while .appendChild accepts only Node objects const parent = document . createElement ( ' div ' ); const child = document . createElement ( ' p ' ); // Appending Node Objects parent . append ( child ) // Works fine parent . appendChild ( child ) // Works fine // Appending DOMStrings parent . append ( ' Hello world ' ) // Works fine parent . appendChild ( ' Hello world ' ) // Throws error .append does not have a return value while .appendChild returns the appended Node object const parent = document . createElement ( ' div ' ); const child = document . createElement ( ' p ' ); const appendValue = parent . append ( child ); console . log ( appendValue ) // undefined const appendChildValue = parent . appendChild ( child ); console . log ( appendChildValue ) // <p><p> .append allows you to add multiple items while appendChild allows only a single item const parent = document . createElement ( ' div ' ); const child = document . createElement ( ' p ' ); const childTwo = document . createElement ( ' p ' ); parent . append ( child , childTwo , ' Hello world ' ); // Works fine parent . appendChild ( child , childTwo , ' Hello world ' ); // Works fine, but adds the first element and ignores the rest Conclusion In cases where you can use .appendChild , you can use .append but not vice versa. That's all for now, if there are any terms that you need me to shed more light on, you can add them in the comments section or you can reach me on twitter This VS That (3 Part Series) 1 append VS appendChild 2 Spread VS Rest Operator 3 em VS rem Top comments (26) Subscribe Personal Trusted User Create template Templates let you quickly answer FAQs or store snippets for re-use. Submit Preview Dismiss Collapse Expand Ronak Jethwa Ronak Jethwa Ronak Jethwa Follow To code, or not to code Email ronakjethwa@gmail.com Location boston / seattle Education Computer Science Work Front End Engineer Joined May 6, 2020 • May 24 '20 Dropdown menu Copy link Hide Nice one! Few more suggestions for the continuation of the series! 1. Call vs Apply 2. Prototype vs __proto__ 3. Map vs Set 4. .forEach vs .map on Arrays 5. for...of vs for...in Enter fullscreen mode Exit fullscreen mode Like comment: Like comment: 12 likes Like Comment button Reply Collapse Expand Abdulqudus Abubakre Abdulqudus Abubakre Abdulqudus Abubakre Follow Front end developer, JavaScript enthusiast, Community Builder Location Abuja, Nigeria Joined Jan 3, 2020 • May 24 '20 Dropdown menu Copy link Hide Sure, will do that. Thanks Like comment: Like comment: 2 likes Like Comment button Reply Collapse Expand Ronak Jethwa Ronak Jethwa Ronak Jethwa Follow To code, or not to code Email ronakjethwa@gmail.com Location boston / seattle Education Computer Science Work Front End Engineer Joined May 6, 2020 • May 24 '20 • Edited on May 24 • Edited Dropdown menu Copy link Hide happy to contribute by writing one if you need :) Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand Rashid Enahora Rashid Enahora Rashid Enahora Follow Joined May 25, 2023 • Oct 20 '24 Dropdown menu Copy link Hide Thank you sir!!! That was very clear and concise!!! Like comment: Like comment: 2 likes Like Comment button Reply Collapse Expand Tulsi Prasad Tulsi Prasad Tulsi Prasad Follow Making software and writing about it. Email tulsi.prasad50@gmail.com Location Bhubaneswar, India Education Undergrad in Information Technology Joined Oct 12, 2019 • Apr 18 '20 Dropdown menu Copy link Hide Very consice and clear explanation, thanks! Like comment: Like comment: 3 likes Like Comment button Reply Collapse Expand Abdulqudus Abubakre Abdulqudus Abubakre Abdulqudus Abubakre Follow Front end developer, JavaScript enthusiast, Community Builder Location Abuja, Nigeria Joined Jan 3, 2020 • Apr 18 '20 Dropdown menu Copy link Hide Glad I could help Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand Pacharapol Withayasakpunt Pacharapol Withayasakpunt Pacharapol Withayasakpunt Follow Currently interested in TypeScript, Vue, Kotlin and Python. Looking forward to learning DevOps, though. Location Thailand Education Yes Joined Oct 30, 2019 • Apr 18 '20 Dropdown menu Copy link Hide It would be nice if you also compare the speed / efficiency. Like comment: Like comment: 3 likes Like Comment button Reply Collapse Expand Frupreneur Frupreneur Frupreneur Follow Joined Jan 10, 2020 • Apr 3 '22 Dropdown menu Copy link Hide "In cases where you can use .appendChild, you can use .append but not vice versa." well if you do need that return value, appendChild does the job while .append doesnt Like comment: Like comment: 2 likes Like Comment button Reply Collapse Expand Ryan Zayne Ryan Zayne Ryan Zayne Follow Joined Oct 5, 2022 • Jul 21 '24 Dropdown menu Copy link Hide Would anyone ever need that return value tho? Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand Mao Mao Mao Follow Joined Oct 6, 2023 • Jan 27 '25 • Edited on Jan 27 • Edited Dropdown menu Copy link Hide There's a lot of instances where you need the return value, if you need to reference it for a webapp / keep it somewhere / change its properties Like comment: Like comment: 2 likes Like Comment button Reply Collapse Expand Aliyu Abubakar Aliyu Abubakar Aliyu Abubakar Follow Developer Advocate, Sendchamp. Location Nigeria Work Developer Advocate Joined Mar 15, 2020 • Apr 18 '20 Dropdown menu Copy link Hide This is straightforward Like comment: Like comment: 3 likes Like Comment button Reply Collapse Expand Abdulqudus Abubakre Abdulqudus Abubakre Abdulqudus Abubakre Follow Front end developer, JavaScript enthusiast, Community Builder Location Abuja, Nigeria Joined Jan 3, 2020 • Apr 18 '20 Dropdown menu Copy link Hide Thanks man Like comment: Like comment: 2 likes Like Comment button Reply Collapse Expand mmestiyak mmestiyak mmestiyak Follow Front end dev, most of the time busy playing with JavaScript, ReactJS, NextJS, ReactNative Location Dhaka, Bangladesh Work Front End Developer at JoulesLabs Joined Aug 2, 2019 • Oct 18 '20 Dropdown menu Copy link Hide Thanks man! Like comment: Like comment: 2 likes Like Comment button Reply Collapse Expand Kelsie Paige Kelsie Paige Kelsie Paige Follow I'm a frontend developer with a passion for design. Education Skillcrush & 100Devs Work Freelance Joined Mar 28, 2023 • Jul 6 '23 Dropdown menu Copy link Hide Here’s the light bulb moment I’ve been looking for. You nailed it in such a clean and concise way that I could understand as I read and didn’t have to reread x10 just to sort of get the concept. That’s gold! Like comment: Like comment: Like Comment button Reply Collapse Expand Abdelrahman Hassan Abdelrahman Hassan Abdelrahman Hassan Follow Front end developer Location Egypt Education Ain shams university Work Front end developer at Companies Joined Dec 13, 2019 • Jan 23 '21 Dropdown menu Copy link Hide Excellent explanation Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand Ali-alterawi Ali-alterawi Ali-alterawi Follow junior developer Joined Apr 20, 2023 • Apr 20 '23 Dropdown menu Copy link Hide thank you Like comment: Like comment: 1 like Like Comment button Reply View full discussion (26 comments) Some comments may only be visible to logged-in visitors. Sign in to view all comments. Code of Conduct • Report abuse Are you sure you want to hide this comment? It will become hidden in your post, but will still be visible via the comment's permalink . Hide child comments as well Confirm For further actions, you may consider blocking this person and/or reporting abuse Abdulqudus Abubakre Follow Front end developer, JavaScript enthusiast, Community Builder Location Abuja, Nigeria Joined Jan 3, 2020 More from Abdulqudus Abubakre Using aria-labelledby for accessible names # webdev # a11y # html Automated Testing with jest-axe # a11y # testing # webdev # javascript Understanding Accessible Names in HTML # webdev # a11y # html 💎 DEV Diamond Sponsors Thank you to our Diamond Sponsors for supporting the DEV Community Google AI is the official AI Model and Platform Partner of DEV Neon is the official database partner of DEV Algolia is the official search partner of DEV Forem — A space to discuss and keep up software development and manage your software career Home DEV++ Podcasts Videos DEV Education Tracks DEV Challenges DEV Help Advertise on DEV DEV Showcase About Contact Free Postgres Database Software comparisons Forem Shop Code of Conduct Privacy Policy Terms of Use Built on Forem — the open source software that powers DEV and other inclusive communities. Made with love and Ruby on Rails . Forem © 2016 - 2026. We're a place where coders share, stay up-to-date and grow their careers. Log in Create account | 2026-01-13T08:48:10 |
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