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https://dev.to/t/ai/page/9#main-content | Artificial Intelligence Page 9 - 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 Artificial Intelligence Follow Hide Artificial intelligence leverages computers and machines to mimic the problem-solving and decision-making capabilities found in humans and in nature. Create Post submission guidelines Posts about artificial intelligence. Older #ai posts 6 7 8 9 10 11 12 13 14 Posts Left menu 👋 Sign in for the ability to sort posts by relevant , latest , or top . Right menu My Thoughts on Vibe Coding and Gemini CLI Evan Lin Evan Lin Evan Lin Follow Jan 11 My Thoughts on Vibe Coding and Gemini CLI # discuss # gemini # cli # ai Comments Add Comment 2 min read AI Trading: Lesson Learned #131: Self-Healing Gap - Blog Lesson Sync Igor Ganapolsky Igor Ganapolsky Igor Ganapolsky Follow Jan 11 AI Trading: Lesson Learned #131: Self-Healing Gap - Blog Lesson Sync # ai # trading # python # machinelearning Comments Add Comment 2 min read Why Your AI Agents Need a Shell (And How to Give Them One Safely) Salah Pichen Salah Pichen Salah Pichen Follow Jan 11 Why Your AI Agents Need a Shell (And How to Give Them One Safely) # bash # agents # ai # mcp Comments Add Comment 7 min read AI Trading: Lesson Learned #130: Comprehensive Investment Strategy Review (Jan 11, 2026) Igor Ganapolsky Igor Ganapolsky Igor Ganapolsky Follow Jan 11 AI Trading: Lesson Learned #130: Comprehensive Investment Strategy Review (Jan 11, 2026) # ai # trading # python # machinelearning Comments Add Comment 2 min read RAG AI Manikanta Yarramsetti Manikanta Yarramsetti Manikanta Yarramsetti Follow Jan 12 RAG AI # ai # llm # rag Comments Add Comment 2 min read Designing Natural AI Memory: Why It Feels Awkward and How to Fix It web3nomad.eth web3nomad.eth web3nomad.eth Follow Jan 11 Designing Natural AI Memory: Why It Feels Awkward and How to Fix It # ai # agents # ux 1 reaction Comments Add Comment 6 min read Building Scalable AI Agent Systems: Three Evolutions web3nomad.eth web3nomad.eth web3nomad.eth Follow Jan 11 Building Scalable AI Agent Systems: Three Evolutions # systemdesign # architecture # ai # agents 1 reaction Comments Add Comment 18 min read Cloud 101 with AWS: From Concepts to a Real Serverless App Warda Liaqat Warda Liaqat Warda Liaqat Follow Jan 11 Cloud 101 with AWS: From Concepts to a Real Serverless App # aws # cloudcomputing # serverless # ai 1 reaction Comments Add Comment 2 min read AWS Certified Generative AI Developer – Professional in 2 Weeks (Part 2: Advanced Learning & Exam Prep) MakendranG MakendranG MakendranG Follow Jan 11 AWS Certified Generative AI Developer – Professional in 2 Weeks (Part 2: Advanced Learning & Exam Prep) # ai # aws # certification # machinelearning 1 reaction Comments Add Comment 13 min read AI, Confluence Docs, and READMEs: Why AI Written Docs End Up Unread ujjavala ujjavala ujjavala Follow Jan 12 AI, Confluence Docs, and READMEs: Why AI Written Docs End Up Unread # discuss # webdev # ai # productivity 18 reactions Comments 5 comments 4 min read When AI Governance Calls You "Noise" Alan Tsai Alan Tsai Alan Tsai Follow Jan 11 When AI Governance Calls You "Noise" # ai # hardgate # fun # 雜訊 Comments Add Comment 2 min read Building Career Architect: An AI-Powered Job Application Pipeline for Engineers Henry Ohanga Henry Ohanga Henry Ohanga Follow Jan 11 Building Career Architect: An AI-Powered Job Application Pipeline for Engineers # automation # ai # career # productivity Comments Add Comment 3 min read High-performance GPUs or TPUs vs CPUs Neweraofcoding Neweraofcoding Neweraofcoding Follow Jan 11 High-performance GPUs or TPUs vs CPUs # architecture # machinelearning # performance # ai Comments Add Comment 2 min read How Agentic AI and Workflow Automation Are Redefining Modern Software Engineering Muhammad Nouman Muhammad Nouman Muhammad Nouman Follow Jan 11 How Agentic AI and Workflow Automation Are Redefining Modern Software Engineering # ai # aiagents # n8n # agentaichallenge Comments Add Comment 4 min read Amazon S3 Vectors: When Your Data Lake Becomes Your Vector Store Sujitha Rasamsetty Sujitha Rasamsetty Sujitha Rasamsetty Follow Jan 11 Amazon S3 Vectors: When Your Data Lake Becomes Your Vector Store # aws # awscommunity # ai # vectordatabase Comments Add Comment 6 min read How Databricks Used AI Agents to Cut Database Debugging Time by 90% Satyabrata Satyabrata Satyabrata Follow Jan 11 How Databricks Used AI Agents to Cut Database Debugging Time by 90% # agents # ai # automation # database Comments Add Comment 3 min read AI Trading: Lesson Learned #079: Tomorrow Hallucination Incident (Jan 5, 2026) Igor Ganapolsky Igor Ganapolsky Igor Ganapolsky Follow Jan 11 AI Trading: Lesson Learned #079: Tomorrow Hallucination Incident (Jan 5, 2026) # ai # trading # python # machinelearning Comments Add Comment 2 min read NordVPN Privacy is a Rip-Off for Most Users (But a Beast for One Specific Group) ii-x ii-x ii-x Follow Jan 11 NordVPN Privacy is a Rip-Off for Most Users (But a Beast for One Specific Group) # ai # tech # productivity Comments Add Comment 3 min read I Built an AI-Powered Portfolio with Next.js, Supabase & Groq - Here's How chiheb nouri chiheb nouri chiheb nouri Follow Jan 11 I Built an AI-Powered Portfolio with Next.js, Supabase & Groq - Here's How # showdev # ai # nextjs # portfolio Comments Add Comment 2 min read AI Trading: Lesson Learned #132: RAG Stuck on December 2025 Content (CRISIS) Igor Ganapolsky Igor Ganapolsky Igor Ganapolsky Follow Jan 11 AI Trading: Lesson Learned #132: RAG Stuck on December 2025 Content (CRISIS) # ai # trading # python # machinelearning Comments Add Comment 1 min read Open WebUI: Self-Hosted LLM Interface Rost Rost Rost Follow Jan 11 Open WebUI: Self-Hosted LLM Interface # ai # llm # ollama # docker Comments Add Comment 13 min read 📊 2026-01-11 - Daily Intelligence Recap - Top 9 Signals Agent_Asof Agent_Asof Agent_Asof Follow Jan 11 📊 2026-01-11 - Daily Intelligence Recap - Top 9 Signals # tech # programming # startup # ai Comments Add Comment 4 min read # What Is CORS and a Preflight Request? Explained for Developers sudip khatiwada sudip khatiwada sudip khatiwada Follow Jan 11 # What Is CORS and a Preflight Request? Explained for Developers # webdev # programming # ai # javascript Comments Add Comment 3 min read I made a free webapp for learning piano notes Daniel Lefanov Daniel Lefanov Daniel Lefanov Follow Jan 11 I made a free webapp for learning piano notes # webdev # ai # opensource # music Comments Add Comment 1 min read MCP Token Limits: The Hidden Cost of Tool Overload Piotr Hajdas Piotr Hajdas Piotr Hajdas Follow Jan 11 MCP Token Limits: The Hidden Cost of Tool Overload # mcp # devops # ai # opensource 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://docs.suprsend.com/docs/go-sdk | Integrate Go SDK - 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 Developer Resources Overview Updates and Versioning Versioning and Support Policy SDK Changelog Authentication API Keys and Secrets Service Token Best Practices for Key & Token Management MCP Overview BETA Quickstart Tool List Building with LLMs Security Security SDKs and APIs SDKs SDK Overview SuprSend Backend SDK Python SDK Node.js SDK Java SDK Go SDK Integrate Go SDK Manage Users Send and Track Events Trigger Workflow from API Tenants Lists Broadcast SuprSend Client SDK Management API REST API Postman Collection Features Validate Trigger Payload Type Safety Testing Testing the Template Test Mode Monitoring and Logging Logs Data Out Contact Us Get Started SuprSend, Notification infrastructure for Product teams home page Search... ⌘ K Ask AI Contact Us Get Started Get Started Search... Navigation Go SDK Integrate Go SDK Documentation API Reference Management API CLI Reference Developer Resources Changelog Documentation API Reference Management API CLI Reference Developer Resources Changelog Go SDK Integrate Go SDK OpenAI Open in ChatGPT Install & Initialize SuprSend Go SDK using your workspace credentials for sending notifications. OpenAI Open in ChatGPT Installation Install suprsend-go sdk bash Copy Ask AI go get github.com/suprsend/suprsend-go Initialization For initializing SDK, you need workspace_key and workspace_secret. You will get both the tokens from your Suprsend dashboard (Developers -> API Keys). Request Copy Ask AI package main import ( " log " suprsend " github.com/suprsend/suprsend-go " ) // Initialize SDK func main () { opts := [] suprsend . ClientOption { // suprsend.WithDebug(true), } suprClient , err := suprsend . NewClient ( "__workspace_key__" , "__workspace_secret__" , opts ... ) if err != nil { log . Println ( err ) } } Was this page helpful? Yes No Suggest edits Raise issue Previous Manage Users Manage user profiles and communication channels programmatically with the Go SDK. Next ⌘ I x github linkedin youtube Powered by On this page Installation Initialization | 2026-01-13T08:49:00 |
https://dev.to/t/privacy | Privacy - 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 # privacy Follow Hide Create Post Older #privacy posts 1 2 3 Posts Left menu 👋 Sign in for the ability to sort posts by relevant , latest , or top . Right menu Stop Sending Sensitive Data to the Cloud: Build a Local-First Mental Health AI with WebLLM Beck_Moulton Beck_Moulton Beck_Moulton Follow Jan 13 Stop Sending Sensitive Data to the Cloud: Build a Local-First Mental Health AI with WebLLM # privacy # typescript # webgpu # webllm Comments Add Comment 4 min read Building Voice Trainer: a tiny, local‑first pitch analysis tool for gender‑affirming voice practice codebunny20 codebunny20 codebunny20 Follow Jan 12 Building Voice Trainer: a tiny, local‑first pitch analysis tool for gender‑affirming voice practice # showdev # opensource # privacy # tooling Comments Add Comment 1 min read Why Your Secret Sharing Tool Needs Post-Quantum Cryptography Today Whaaat! Whaaat! Whaaat! Follow Jan 12 Why Your Secret Sharing Tool Needs Post-Quantum Cryptography Today # security # cryptography # webdev # privacy Comments Add Comment 2 min read Smart Contracts on Midnight: Programming Visibility, Not Storage Henry Odinakachukwu Henry Odinakachukwu Henry Odinakachukwu Follow Jan 12 Smart Contracts on Midnight: Programming Visibility, Not Storage # architecture # blockchain # privacy # web3 Comments Add Comment 1 min read Enhancing Privacy with Stealth Addresses on Public Blockchains Jinali Pabasara Jinali Pabasara Jinali Pabasara Follow Jan 13 Enhancing Privacy with Stealth Addresses on Public Blockchains # blockchain # web3 # privacy 1 reaction Comments 3 comments 5 min read Today I Learned: How OpenAI/ChatGPT Uses Your Data for Training Evan Lin Evan Lin Evan Lin Follow Jan 11 Today I Learned: How OpenAI/ChatGPT Uses Your Data for Training # privacy # openai # chatgpt # ai Comments Add Comment 2 min read Digital Certificate Wallet: Beginner's Guide Evan Lin Evan Lin Evan Lin Follow Jan 11 Digital Certificate Wallet: Beginner's Guide # beginners # security # privacy # mobile Comments Add Comment 2 min read KRACK Attack - When WPA2 Was Not as Safe as We Thought Vinay Sharma Vinay Sharma Vinay Sharma Follow Jan 10 KRACK Attack - When WPA2 Was Not as Safe as We Thought # cybersecurity # networking # privacy # security Comments Add Comment 1 min read “While Others Wait for VS Code to Load, I’m Already Coding in Ecode.” Lokajna Lokajna Lokajna Follow Jan 10 “While Others Wait for VS Code to Load, I’m Already Coding in Ecode.” # coding # vscode # opensource # privacy Comments Add Comment 3 min read I Built a Pastebin Where Even I Can't Read Your Data Ishan Naik Ishan Naik Ishan Naik Follow Jan 10 I Built a Pastebin Where Even I Can't Read Your Data # security # privacy # webdev # opensource 1 reaction Comments Add Comment 2 min read Stop Feeding Big Tech AI: Why We Built a Private Cloud Storage Alternative Valt aoi Valt aoi Valt aoi Follow Jan 10 Stop Feeding Big Tech AI: Why We Built a Private Cloud Storage Alternative # ai # cloud # privacy # cloudstorage 1 reaction Comments Add Comment 3 min read I Built a Privacy-First Note-Taking App with Flutter — Here's What I Learned PRANTA Dutta PRANTA Dutta PRANTA Dutta Follow Jan 9 I Built a Privacy-First Note-Taking App with Flutter — Here's What I Learned # flutter # dart # mobile # privacy Comments Add Comment 4 min read 🩺 Move Over, Dr. Google: OpenAI Just Dropped "ChatGPT Health" and It’s a Privacy Nightmare (Or a Miracle?) Siddhesh Surve Siddhesh Surve Siddhesh Surve Follow Jan 9 🩺 Move Over, Dr. Google: OpenAI Just Dropped "ChatGPT Health" and It’s a Privacy Nightmare (Or a Miracle?) # ai # privacy # healthtech # futurechallenge Comments Add Comment 3 min read The Quiet Shift: From Chrome's Noise to Thorium's Silence Lokajna Lokajna Lokajna Follow Jan 10 The Quiet Shift: From Chrome's Noise to Thorium's Silence # browsers # privacy # opensource # chromium 2 reactions Comments Add Comment 3 min read Why I built a serverless WebP converter (Client-side WASM) Daniel Sheldon Daniel Sheldon Daniel Sheldon Follow Jan 8 Why I built a serverless WebP converter (Client-side WASM) # javascript # webassembly # tooling # privacy Comments Add Comment 1 min read An experiment in building a lightweight, ephemeral chat system vogchat vogchat vogchat Follow Jan 8 An experiment in building a lightweight, ephemeral chat system # discuss # architecture # privacy # showdev Comments Add Comment 1 min read Most “Private” Apps Still Leak More Than You Think PanamaSea_Studios PanamaSea_Studios PanamaSea_Studios Follow Jan 8 Most “Private” Apps Still Leak More Than You Think # privacy # security # networking # architecture Comments Add Comment 2 min read Why cookies are unreliable for identifying users Silver Rump Silver Rump Silver Rump Follow Jan 7 Why cookies are unreliable for identifying users # webdev # javascript # security # privacy Comments Add Comment 2 min read Building a RAM-Only, End-to-End Encrypted Chat for the Terminal (Python) Dior Dior Dior Follow Jan 7 Building a RAM-Only, End-to-End Encrypted Chat for the Terminal (Python) # python # security # cli # privacy Comments Add Comment 1 min read Private & Fast: Building a Browser-Based Dermatology Screener with WebLLM and WebGPU Beck_Moulton Beck_Moulton Beck_Moulton Follow Jan 12 Private & Fast: Building a Browser-Based Dermatology Screener with WebLLM and WebGPU # privacy # ai # web # webdev Comments Add Comment 4 min read I Wanted a Video Editor With No Paywalls, No Accounts, and No Cloud — So I Built One Ju Ju Ju Follow Jan 6 I Wanted a Video Editor With No Paywalls, No Accounts, and No Cloud — So I Built One # showdev # javascript # privacy # tooling Comments Add Comment 2 min read Moving FFmpeg to the Browser: How I Saved 100% on Server Costs Using WebAssembly Baojian Yuan | 袁保健 Baojian Yuan | 袁保健 Baojian Yuan | 袁保健 Follow Jan 6 Moving FFmpeg to the Browser: How I Saved 100% on Server Costs Using WebAssembly # javascript # performance # privacy Comments Add Comment 4 min read The Simplest Online Notepad for 2026: No Cloud, No Accounts, No Tracking techno kraft techno kraft techno kraft Follow Jan 6 The Simplest Online Notepad for 2026: No Cloud, No Accounts, No Tracking # showdev # webdev # privacy # tooling 1 reaction Comments Add Comment 2 min read I Built screen2.link to Share Screenshots Without Uploading Them Everywhere Christian Ahrweiler Christian Ahrweiler Christian Ahrweiler Follow Jan 6 I Built screen2.link to Share Screenshots Without Uploading Them Everywhere # showdev # privacy # productivity # tooling Comments Add Comment 1 min read I Built secret2.link to Share Secrets Once Christian Ahrweiler Christian Ahrweiler Christian Ahrweiler Follow Jan 6 I Built secret2.link to Share Secrets Once # showdev # privacy # security # tooling Comments Add Comment 1 min read loading... trending guides/resources Opencode for Agentic Development with Local LLMs Run LLMs Completely Offline on Your Phone: A Practical Guide First steps towards Codeberg Meetily vs Otter.ai: Privacy-First Alternative for 2025 How to Install Meetily: Complete Desktop Setup Guide (Windows & macOS) Building a Managed Database Service on €3 Hetzner Servers: The Economics of EU Cloud Sovereignty I built an open-source, privacy-first PDF toolkit (80+ tools) to replace Adobe. Here is the stack. 🏠 Self-Hosted AI Code Generation: The Complete Guide to Building Your Private AI Coding Assistant Meetily vs Fireflies.ai: The Bot-Free Meeting Assistant Alternative OmniDictate v2.0: The Future of Local Dictation on Windows I Built a Zero-Knowledge VPN That Can't Track You (Even If It Wanted To) Federated Learning in 2025: What You Need to Know 7 Must-Try Open-Source AI Coding Models for Privacy, Speed, and Control Launching Formgrid: Open-Source, Privacy-Friendly Form Submission Service PearPass Desktop — Open-Source Peer-to-Peer Password Manager Built on Pear Runtime Free forever, privacy-first browser tools — 150+ utilities in one place I Wanted a Video Editor With No Paywalls, No Accounts, and No Cloud — So I Built One Kohaku: A Practical Privacy Framework for Ethereum Wallets Is Your AI Agent a Compliance Risk? How to Find Violations Hidden in Traces x402: A Web-Native Payment Protocol for Micropayments and Autonomous Agents 💎 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 | 2026-01-13T08:49:00 |
https://www.highlight.io/docs/getting-started/browser/replay-configuration/console-messages | Console Messages Star us on GitHub Star Docs Sign in Sign up Getting Started Getting Started with Highlight Fullstack Mapping Browser React.js Next.js Remix Vue.js Angular Gatsby.js SvelteKit Electron highlight.run SDK Overview Canvas & WebGL Console Messages Content-Security-Policy Identifying Users iframe Recording Monkey Patches Browser OpenTelemetry Persistent Asset Storage Privacy Proxying Highlight React.js Error Boundary Recording Network Requests and Responses Recording WebSocket Events Salesforce Lightning Web Components (LWC) Data Export Sourcemap Configuration Tracking Events Troubleshooting Upgrading Highlight Versioning Sessions & Errors Other React Native (beta) Server Go Overview chi Echo Fiber Gin GORM gqlgen Logrus Manual Tracing gorilla mux JS Overview Apollo AWS Lambda Cloudflare Workers Express.js Firebase Hono Nest.js Next.js Node.js Pino tRPC Winston Python Overview AWS Lambda Azure Functions Django FastAPI Flask Google Cloud Functions Loguru Other Frameworks Python AI / LLM Libraries Python Libraries Ruby Overview Other Frameworks Ruby on Rails Rust Overview actix-web No Framework Hosting Providers Overview Metrics in AWS Logging in AWS Logging in Azure Fly.io NATS Log Shipper Logging in GCP Heroku Log Drain Render Log Stream Logging in Trigger.dev Vercel Log Drain Elixir Overview Elixir App Java: All Frameworks PHP: All Frameworks C# .NET ASP C# .NET 4 ASP Docker / Docker Compose File Fluent Forward curl OpenTelemetry Protocol (OTLP) Syslog RFC5424 Systemd / Journald Native OpenTelemetry Overview Error Monitoring Logging Tracing Browser Instrumentation Metrics Fullstack Frameworks Overview Next.js Fullstack Overview Next.js Page Router Guide Next.js App Router Guide Edge Runtime Advanced Config Remix Walkthrough Self Host & Local Dev Overview Development deployment guide. 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Integrations Integrations Overview Amplitude Integration ClickUp Integration Discord Integration Electron Support Front Integration GitHub Integration Grafana Integration Overview Setup Dashboards Alerts Height Integration Intercom Integration Jira Integration LaunchDarkly Integration Linear Integration Mixpanel Integration Nuxt Integration Pendo Integration Segment Integration Slack Integration Vercel Integration WordPress Plugin Highlight.io Changelog Overview Changelog 12 (02/17) Changelog 13 (02/24) Changelog 14 (03/03) Changelog 15 (03/11) Changelog 16 (03/19) Changelog 17 (04/07) Changelog 18 (04/26) Changelog 19 (05/22) Changelog 20 (06/06) Changelog 21 (06/21) Changelog 22 (08/07) Changelog 23 (08/22) Changelog 24 (09/11) Changelog 25 (10/03) Changelog 26 (11/08) Changelog 27 (12/22) Changelog 28 (3/6) Changelog 29 (4/2) Getting Started Getting Started with Highlight Fullstack Mapping Browser React.js Next.js Remix Vue.js Angular Gatsby.js SvelteKit Electron highlight.run SDK Overview Canvas & WebGL Console Messages Content-Security-Policy Identifying Users iframe Recording Monkey Patches Browser OpenTelemetry Persistent Asset Storage Privacy Proxying Highlight React.js Error Boundary Recording Network Requests and Responses Recording WebSocket Events Salesforce Lightning Web Components (LWC) Data Export Sourcemap Configuration Tracking Events Troubleshooting Upgrading Highlight Versioning Sessions & Errors Other React Native (beta) Server Go Overview chi Echo Fiber Gin GORM gqlgen Logrus Manual Tracing gorilla mux JS Overview Apollo AWS Lambda Cloudflare Workers Express.js Firebase Hono Nest.js Next.js Node.js Pino tRPC Winston Python Overview AWS Lambda Azure Functions Django FastAPI Flask Google Cloud Functions Loguru Other Frameworks Python AI / LLM Libraries Python Libraries Ruby Overview Other Frameworks Ruby on Rails Rust Overview actix-web No Framework Hosting Providers Overview Metrics in AWS Logging in AWS Logging in Azure Fly.io NATS Log Shipper Logging in GCP Heroku Log Drain Render Log Stream Logging in Trigger.dev Vercel Log Drain Elixir Overview Elixir App Java: All Frameworks PHP: All Frameworks C# .NET ASP C# .NET 4 ASP Docker / Docker Compose File Fluent Forward curl OpenTelemetry Protocol (OTLP) Syslog RFC5424 Systemd / Journald Native OpenTelemetry Overview Error Monitoring Logging Tracing Browser Instrumentation Metrics Fullstack Frameworks Overview Next.js Fullstack Overview Next.js Page Router Guide Next.js App Router Guide Edge Runtime Advanced Config Remix Walkthrough Self Host & Local Dev Overview Development deployment guide. Integrations Microsoft Teams self-hosted Hobby deployment guide. Traefik SSL Proxying. Docs Home SDK Client SDK API Reference Cloudflare Worker SDK API Reference Go SDK API Reference Hono SDK API Reference Java SDK API Reference Next.JS SDK API Reference Node.JS SDK API Reference Python SDK API Reference Ruby SDK API Reference Rust SDK API Reference Docs / Getting Started / Browser / highlight.run SDK / Console Messages Console Messages Highlight out of the box shows you the console messages that were logged during a session. Console messages are not recorded on localhost because Highlight emits debug messages which we prefer not to flood your environment with. Configuration Disabling console recording can be configured with disableConsoleRecording . You can specify which console methods to record with consoleMethodsToRecord . See H.init() for more information. Canvas & WebGL Content-Security-Policy Community / Support Suggest Edits? Follow us! [object Object] | 2026-01-13T08:49:00 |
https://dev.to/t/iot/page/8 | Iot Page 8 - 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 # iot Follow Hide Security challenges and solutions for Internet of Things and embedded devices. Create Post Older #iot 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 How to build a Heapless Vector using `MaybeUninit<T>` for Better Performance. Allwell Allwell Allwell Follow Nov 4 '25 How to build a Heapless Vector using `MaybeUninit<T>` for Better Performance. # rust # iot # datastructures # software Comments Add Comment 21 min read Cloud vs Edge vs Local Computing (Security Camera Example) Nimish Bordiya Nimish Bordiya Nimish Bordiya Follow Oct 1 '25 Cloud vs Edge vs Local Computing (Security Camera Example) # architecture # cloudcomputing # iot Comments Add Comment 2 min read AI boom led to a price increase for Raspberry Pi single-board computers Leanid Herasimau Leanid Herasimau Leanid Herasimau Follow Oct 3 '25 AI boom led to a price increase for Raspberry Pi single-board computers # news # ai # iot Comments Add Comment 2 min read Day 1 - Intergrating AWS services into a parking project Petronila Petronila Petronila Follow Sep 30 '25 Day 1 - Intergrating AWS services into a parking project # aws # ai # iot # tutorial Comments Add Comment 2 min read Cloud, Edge, or Local: Choosing the Right Architecture for Smart Security Cameras Neel Prabir Singh Neel Prabir Singh Neel Prabir Singh Follow Sep 29 '25 Cloud, Edge, or Local: Choosing the Right Architecture for Smart Security Cameras # iot # cloud # security # architecture Comments Add Comment 2 min read IoT Prototyping: Your Blueprint for Innovation Nirav Panchal Nirav Panchal Nirav Panchal Follow Sep 29 '25 IoT Prototyping: Your Blueprint for Innovation # iot # product # testing Comments Add Comment 6 min read Pen Testing OT/SCADA Systems Aviral Srivastava Aviral Srivastava Aviral Srivastava Follow Sep 29 '25 Pen Testing OT/SCADA Systems # cybersecurity # iot # testing Comments Add Comment 6 min read 💡 Controlling an External LED with ESP32 and Arduino IDE Mohamed Ahmed Mohamed Ahmed Mohamed Ahmed Follow Oct 10 '25 💡 Controlling an External LED with ESP32 and Arduino IDE # iot # esp32 # arduinoide Comments Add Comment 2 min read OTA Python updates with ESP-Now Graham Trott Graham Trott Graham Trott Follow Sep 27 '25 OTA Python updates with ESP-Now # networking # python # esp32 # iot Comments Add Comment 5 min read Why the US-100 Sensor Belongs in Your Next Arduino or ESP32 Project julia12 julia12 julia12 Follow Sep 27 '25 Why the US-100 Sensor Belongs in Your Next Arduino or ESP32 Project # iot # resources # robotics Comments Add Comment 2 min read Smart Water Pump Controller using ESP32 and Firebase (IoT Project) Yugesh K Yugesh K Yugesh K Follow Oct 20 '25 Smart Water Pump Controller using ESP32 and Firebase (IoT Project) # iot # esp32 # firebase # website 51 reactions Comments 9 comments 13 min read Retail IoT: How Smart Technology Transforms Store Operations ZedIoT ZedIoT ZedIoT Follow Sep 26 '25 Retail IoT: How Smart Technology Transforms Store Operations # iot # retailiot # saas # mqtt 1 reaction Comments Add Comment 2 min read From Physical Layer to Application: A Practical Guide to LoRa and LoRaWAN for Engineers manthink manthink manthink Follow Oct 29 '25 From Physical Layer to Application: A Practical Guide to LoRa and LoRaWAN for Engineers # lorawan # ns # iot # ttn 3 reactions Comments Add Comment 5 min read Self-Healing Sensor Grids: AI-Powered Drone Charging for 'Invisible' Infrastructure Arvind SundaraRajan Arvind SundaraRajan Arvind SundaraRajan Follow Oct 28 '25 Self-Healing Sensor Grids: AI-Powered Drone Charging for 'Invisible' Infrastructure # ai # iot # machinelearning # robotics Comments Add Comment 2 min read AWS IoT Core Starter with Esp32, MQTT, Rust & Terraform Ramses Ramses Ramses Follow Sep 23 '25 AWS IoT Core Starter with Esp32, MQTT, Rust & Terraform # rust # aws # iot # terraform Comments Add Comment 6 min read Building a Flood Monitoring Dashboard with Django & React Gusti Permana Putra Gusti Permana Putra Gusti Permana Putra Follow Sep 24 '25 Building a Flood Monitoring Dashboard with Django & React # django # react # iot # webdev Comments Add Comment 2 min read How to Create an IoT App in Kotlin Multiplatform Karol Wrótniak Karol Wrótniak Karol Wrótniak Follow Oct 5 '25 How to Create an IoT App in Kotlin Multiplatform # kotlin # android # ios # iot Comments Add Comment 12 min read Building a Real-Time Data Platform with Kubernetes (Kind) - A Complete Local Setup Guide HyperscaleDesignHub HyperscaleDesignHub HyperscaleDesignHub Follow Oct 26 '25 Building a Real-Time Data Platform with Kubernetes (Kind) - A Complete Local Setup Guide # tutorial # iot # dataengineering # kubernetes 2 reactions Comments Add Comment 8 min read OpenMQTT Gateway: Messages and Commands Sebastian Sebastian Sebastian Follow Sep 25 '25 OpenMQTT Gateway: Messages and Commands # iot # esp32 # mqtt Comments Add Comment 11 min read Building the Brain Behind Your ESP32: A Deep Dive into Xiaozhi-ESP32-Server v. Splicer v. Splicer v. Splicer Follow Oct 24 '25 Building the Brain Behind Your ESP32: A Deep Dive into Xiaozhi-ESP32-Server # ai # iot # esp32 # programming 3 reactions Comments 1 comment 9 min read 🌐 Control Your LED from a Web Server Using ESP32 Introduction Mohamed Ahmed Mohamed Ahmed Mohamed Ahmed Follow Oct 24 '25 🌐 Control Your LED from a Web Server Using ESP32 Introduction # iot # esp32 # webserver # led Comments Add Comment 3 min read IA dans le BIM : La Révolution de la Construction Intelligente Ibsen Giovanni Ibsen Giovanni Ibsen Giovanni Follow Sep 20 '25 IA dans le BIM : La Révolution de la Construction Intelligente # ai # iot # bim Comments Add Comment 10 min read Configuring WiFi on ESP32-C3 DevKitM-1 / Rust-1 John Ajera John Ajera John Ajera Follow Sep 19 '25 Configuring WiFi on ESP32-C3 DevKitM-1 / Rust-1 # esp32 # arduino # iot # wifi Comments Add Comment 4 min read Arduino IDE Configuration for ESP32-C3 DevKitM-1 / Rust-1 John Ajera John Ajera John Ajera Follow Sep 19 '25 Arduino IDE Configuration for ESP32-C3 DevKitM-1 / Rust-1 # esp32 # arduino # iot # rust Comments Add Comment 1 min read Smart Fences That “Think”: How IoT Cut Intrusion Attempts in 90 Days Emily Johnson Emily Johnson Emily Johnson Follow Sep 23 '25 Smart Fences That “Think”: How IoT Cut Intrusion Attempts in 90 Days # iot # programming # functional # webdev 1 reaction Comments Add Comment 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. 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 | 2026-01-13T08:49:00 |
https://www.highlight.io/docs/general/product-features/session-replay/live-mode | Live Mode Star us on GitHub Star Docs Sign in Sign up General Docs Welcome to highlight.io Get Started Roadmap Company Values Compliance & Security Open Source Contributing Overview GraphQL Backend Frontend (app.highlight.io) Landing Site (highlight.io) Documentation End to End SDK Example Apps Adding an SDK Application Architecture GitHub Code Spaces Code Style Good First Issues Self-hosting Self-hosted [Dev] Self-hosted [Hobby] Self-hosted [Enterprise] Telemetry Our Competitors Product Philosophy Product Features Session Replay Overview Canvas & Iframe Dev-tool Window Recording Tracking Users & Recording Events Filtering Sessions GraphQL Live Mode Performance Impact Player Session Caching Rage Clicks Request Proxying Session Search Extracting the Session URL Session Search Deep Linking Shadow Dom + Web Components Error Monitoring Overview Enhancing Errors with GitHub Error Search Filtering Errors Grouping Errors Managing Errors Manually Reporting Errors Sourcemaps General Features Overview Alerts Comments Digests Environments Search Segments Services Webhooks Logging Overview Log Alerts Log Search Tracing Overview Trace Search Dashboards Overview Dashboard Management Metrics Tutorials Service Latency Web Vitals & Page Speed User Engagement User Analytics Graphing Drilldown Event Search Dashboard Variables SQL Editor Metrics (beta) Overview Frequently Asked Questions. Integrations Integrations Overview Amplitude Integration ClickUp Integration Discord Integration Electron Support Front Integration GitHub Integration Grafana Integration Overview Setup Dashboards Alerts Height Integration Intercom Integration Jira Integration LaunchDarkly Integration Linear Integration Mixpanel Integration Nuxt Integration Pendo Integration Segment Integration Slack Integration Vercel Integration WordPress Plugin Highlight.io Changelog Overview Changelog 12 (02/17) Changelog 13 (02/24) Changelog 14 (03/03) Changelog 15 (03/11) Changelog 16 (03/19) Changelog 17 (04/07) Changelog 18 (04/26) Changelog 19 (05/22) Changelog 20 (06/06) Changelog 21 (06/21) Changelog 22 (08/07) Changelog 23 (08/22) Changelog 24 (09/11) Changelog 25 (10/03) Changelog 26 (11/08) Changelog 27 (12/22) Changelog 28 (3/6) Changelog 29 (4/2) Menu Highlight Docs Welcome to highlight.io Get Started Roadmap Company Values Compliance & Security Open Source Contributing Overview GraphQL Backend Frontend (app.highlight.io) Landing Site (highlight.io) Documentation End to End SDK Example Apps Adding an SDK Application Architecture GitHub Code Spaces Code Style Good First Issues Self-hosting Self-hosted [Dev] Self-hosted [Hobby] Self-hosted [Enterprise] Telemetry Our Competitors Product Philosophy Product Features Session Replay Overview Canvas & Iframe Dev-tool Window Recording Tracking Users & Recording Events Filtering Sessions GraphQL Live Mode Performance Impact Player Session Caching Rage Clicks Request Proxying Session Search Extracting the Session URL Session Search Deep Linking Shadow Dom + Web Components Error Monitoring Overview Enhancing Errors with GitHub Error Search Filtering Errors Grouping Errors Managing Errors Manually Reporting Errors Sourcemaps General Features Overview Alerts Comments Digests Environments Search Segments Services Webhooks Logging Overview Log Alerts Log Search Tracing Overview Trace Search Dashboards Overview Dashboard Management Metrics Tutorials Service Latency Web Vitals & Page Speed User Engagement User Analytics Graphing Drilldown Event Search Dashboard Variables SQL Editor Metrics (beta) Overview Frequently Asked Questions. Integrations Integrations Overview Amplitude Integration ClickUp Integration Discord Integration Electron Support Front Integration GitHub Integration Grafana Integration Overview Setup Dashboards Alerts Height Integration Intercom Integration Jira Integration LaunchDarkly Integration Linear Integration Mixpanel Integration Nuxt Integration Pendo Integration Segment Integration Slack Integration Vercel Integration WordPress Plugin Highlight.io Changelog Overview Changelog 12 (02/17) Changelog 13 (02/24) Changelog 14 (03/03) Changelog 15 (03/11) Changelog 16 (03/19) Changelog 17 (04/07) Changelog 18 (04/26) Changelog 19 (05/22) Changelog 20 (06/06) Changelog 21 (06/21) Changelog 22 (08/07) Changelog 23 (08/22) Changelog 24 (09/11) Changelog 25 (10/03) Changelog 26 (11/08) Changelog 27 (12/22) Changelog 28 (3/6) Changelog 29 (4/2) Getting Started Getting Started with Highlight Fullstack Mapping Browser React.js Next.js Remix Vue.js Angular Gatsby.js SvelteKit Electron highlight.run SDK Overview Canvas & WebGL Console Messages Content-Security-Policy Identifying Users iframe Recording Monkey Patches Browser OpenTelemetry Persistent Asset Storage Privacy Proxying Highlight React.js Error Boundary Recording Network Requests and Responses Recording WebSocket Events Salesforce Lightning Web Components (LWC) Data Export Sourcemap Configuration Tracking Events Troubleshooting Upgrading Highlight Versioning Sessions & Errors Other React Native (beta) Server Go Overview chi Echo Fiber Gin GORM gqlgen Logrus Manual Tracing gorilla mux JS Overview Apollo AWS Lambda Cloudflare Workers Express.js Firebase Hono Nest.js Next.js Node.js Pino tRPC Winston Python Overview AWS Lambda Azure Functions Django FastAPI Flask Google Cloud Functions Loguru Other Frameworks Python AI / LLM Libraries Python Libraries Ruby Overview Other Frameworks Ruby on Rails Rust Overview actix-web No Framework Hosting Providers Overview Metrics in AWS Logging in AWS Logging in Azure Fly.io NATS Log Shipper Logging in GCP Heroku Log Drain Render Log Stream Logging in Trigger.dev Vercel Log Drain Elixir Overview Elixir App Java: All Frameworks PHP: All Frameworks C# .NET ASP C# .NET 4 ASP Docker / Docker Compose File Fluent Forward curl OpenTelemetry Protocol (OTLP) Syslog RFC5424 Systemd / Journald Native OpenTelemetry Overview Error Monitoring Logging Tracing Browser Instrumentation Metrics Fullstack Frameworks Overview Next.js Fullstack Overview Next.js Page Router Guide Next.js App Router Guide Edge Runtime Advanced Config Remix Walkthrough Self Host & Local Dev Overview Development deployment guide. Integrations Microsoft Teams self-hosted Hobby deployment guide. Traefik SSL Proxying. Docs Home SDK Client SDK API Reference Cloudflare Worker SDK API Reference Go SDK API Reference Hono SDK API Reference Java SDK API Reference Next.JS SDK API Reference Node.JS SDK API Reference Python SDK API Reference Ruby SDK API Reference Rust SDK API Reference Docs / Highlight Docs / Product Features / Session Replay / Live Mode Live Mode highlight.io supports tracking users in real-time as they user your web application. When you use highlight.io's Live Mode, the session viewer shows the latest data from users' sessions. It is enabled by default on sessions currently 'live' - eg. when a user is still on the page and sending session data. While you can view how a session looks to a user in real time, note that some events haven't been processed and will not be visible. Errors, console logs, and network traffic will only be visible when Live Mode is disabled, up to what's most recently processed. In Live Mode, time-scrubbing is disabled since you're always seeing the latest session view. You can always turn off Live Mode by clicking the toggle button, which will show the session up to the latest data processed. Clicking on the session to write a comment will also disable Live Mode, since comments are associated with a particular timestamp. GraphQL Performance Impact Community / Support Suggest Edits? Follow us! [object Object] | 2026-01-13T08:49:00 |
https://www.highlight.io/docs/general/company/open-source/contributing/good-first-issues | Good First Issues Star us on GitHub Star Docs Sign in Sign up General Docs Welcome to highlight.io Get Started Roadmap Company Values Compliance & Security Open Source Contributing Overview GraphQL Backend Frontend (app.highlight.io) Landing Site (highlight.io) Documentation End to End SDK Example Apps Adding an SDK Application Architecture GitHub Code Spaces Code Style Good First Issues Self-hosting Self-hosted [Dev] Self-hosted [Hobby] Self-hosted [Enterprise] Telemetry Our Competitors Product Philosophy Product Features Session Replay Overview Canvas & Iframe Dev-tool Window Recording Tracking Users & Recording Events Filtering Sessions GraphQL Live Mode Performance Impact Player Session Caching Rage Clicks Request Proxying Session Search Extracting the Session URL Session Search Deep Linking Shadow Dom + Web Components Error Monitoring Overview Enhancing Errors with GitHub Error Search Filtering Errors Grouping Errors Managing Errors Manually Reporting Errors Sourcemaps General Features Overview Alerts Comments Digests Environments Search Segments Services Webhooks Logging Overview Log Alerts Log Search Tracing Overview Trace Search Dashboards Overview Dashboard Management Metrics Tutorials Service Latency Web Vitals & Page Speed User Engagement User Analytics Graphing Drilldown Event Search Dashboard Variables SQL Editor Metrics (beta) Overview Frequently Asked Questions. Integrations Integrations Overview Amplitude Integration ClickUp Integration Discord Integration Electron Support Front Integration GitHub Integration Grafana Integration Overview Setup Dashboards Alerts Height Integration Intercom Integration Jira Integration LaunchDarkly Integration Linear Integration Mixpanel Integration Nuxt Integration Pendo Integration Segment Integration Slack Integration Vercel Integration WordPress Plugin Highlight.io Changelog Overview Changelog 12 (02/17) Changelog 13 (02/24) Changelog 14 (03/03) Changelog 15 (03/11) Changelog 16 (03/19) Changelog 17 (04/07) Changelog 18 (04/26) Changelog 19 (05/22) Changelog 20 (06/06) Changelog 21 (06/21) Changelog 22 (08/07) Changelog 23 (08/22) Changelog 24 (09/11) Changelog 25 (10/03) Changelog 26 (11/08) Changelog 27 (12/22) Changelog 28 (3/6) Changelog 29 (4/2) Menu Highlight Docs Welcome to highlight.io Get Started Roadmap Company Values Compliance & Security Open Source Contributing Overview GraphQL Backend Frontend (app.highlight.io) Landing Site (highlight.io) Documentation End to End SDK Example Apps Adding an SDK Application Architecture GitHub Code Spaces Code Style Good First Issues Self-hosting Self-hosted [Dev] Self-hosted [Hobby] Self-hosted [Enterprise] Telemetry Our Competitors Product Philosophy Product Features Session Replay Overview Canvas & Iframe Dev-tool Window Recording Tracking Users & Recording Events Filtering Sessions GraphQL Live Mode Performance Impact Player Session Caching Rage Clicks Request Proxying Session Search Extracting the Session URL Session Search Deep Linking Shadow Dom + Web Components Error Monitoring Overview Enhancing Errors with GitHub Error Search Filtering Errors Grouping Errors Managing Errors Manually Reporting Errors Sourcemaps General Features Overview Alerts Comments Digests Environments Search Segments Services Webhooks Logging Overview Log Alerts Log Search Tracing Overview Trace Search Dashboards Overview Dashboard Management Metrics Tutorials Service Latency Web Vitals & Page Speed User Engagement User Analytics Graphing Drilldown Event Search Dashboard Variables SQL Editor Metrics (beta) Overview Frequently Asked Questions. Integrations Integrations Overview Amplitude Integration ClickUp Integration Discord Integration Electron Support Front Integration GitHub Integration Grafana Integration Overview Setup Dashboards Alerts Height Integration Intercom Integration Jira Integration LaunchDarkly Integration Linear Integration Mixpanel Integration Nuxt Integration Pendo Integration Segment Integration Slack Integration Vercel Integration WordPress Plugin Highlight.io Changelog Overview Changelog 12 (02/17) Changelog 13 (02/24) Changelog 14 (03/03) Changelog 15 (03/11) Changelog 16 (03/19) Changelog 17 (04/07) Changelog 18 (04/26) Changelog 19 (05/22) Changelog 20 (06/06) Changelog 21 (06/21) Changelog 22 (08/07) Changelog 23 (08/22) Changelog 24 (09/11) Changelog 25 (10/03) Changelog 26 (11/08) Changelog 27 (12/22) Changelog 28 (3/6) Changelog 29 (4/2) Getting Started Getting Started with Highlight Fullstack Mapping Browser React.js Next.js Remix Vue.js Angular Gatsby.js SvelteKit Electron highlight.run SDK Overview Canvas & WebGL Console Messages Content-Security-Policy Identifying Users iframe Recording Monkey Patches Browser OpenTelemetry Persistent Asset Storage Privacy Proxying Highlight React.js Error Boundary Recording Network Requests and Responses Recording WebSocket Events Salesforce Lightning Web Components (LWC) Data Export Sourcemap Configuration Tracking Events Troubleshooting Upgrading Highlight Versioning Sessions & Errors Other React Native (beta) Server Go Overview chi Echo Fiber Gin GORM gqlgen Logrus Manual Tracing gorilla mux JS Overview Apollo AWS Lambda Cloudflare Workers Express.js Firebase Hono Nest.js Next.js Node.js Pino tRPC Winston Python Overview AWS Lambda Azure Functions Django FastAPI Flask Google Cloud Functions Loguru Other Frameworks Python AI / LLM Libraries Python Libraries Ruby Overview Other Frameworks Ruby on Rails Rust Overview actix-web No Framework Hosting Providers Overview Metrics in AWS Logging in AWS Logging in Azure Fly.io NATS Log Shipper Logging in GCP Heroku Log Drain Render Log Stream Logging in Trigger.dev Vercel Log Drain Elixir Overview Elixir App Java: All Frameworks PHP: All Frameworks C# .NET ASP C# .NET 4 ASP Docker / Docker Compose File Fluent Forward curl OpenTelemetry Protocol (OTLP) Syslog RFC5424 Systemd / Journald Native OpenTelemetry Overview Error Monitoring Logging Tracing Browser Instrumentation Metrics Fullstack Frameworks Overview Next.js Fullstack Overview Next.js Page Router Guide Next.js App Router Guide Edge Runtime Advanced Config Remix Walkthrough Self Host & Local Dev Overview Development deployment guide. Integrations Microsoft Teams self-hosted Hobby deployment guide. Traefik SSL Proxying. Docs Home SDK Client SDK API Reference Cloudflare Worker SDK API Reference Go SDK API Reference Hono SDK API Reference Java SDK API Reference Next.JS SDK API Reference Node.JS SDK API Reference Python SDK API Reference Ruby SDK API Reference Rust SDK API Reference Docs / Highlight Docs / Company / Open Source / Contributing / Good First Issues Good First Issues First issues to take on It's best to start with issues marked as "good first issue" . We mark these issues based on how well-defined and testable they are. If you're interested in a larger project, adding support for new programming languages via a new SDK would always greatly appreciated. If there is a feature you're missing in Highlight, reach out on our discussions or on our discord to get a conversation started about the best implementation. Code Style Self-hosting Community / Support Suggest Edits? Follow us! [object Object] | 2026-01-13T08:49:00 |
https://core.forem.com/t/product#main-content | Product - Forem Core 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 Forem Core Close # product Follow Hide Product updates and strategic direction Create Post Posts Left menu 👋 Sign in for the ability to sort posts by relevant , latest , or top . Right menu Forem Weekly Repo Recap: New Community Hub, Email Fixes & Markdown Improvements Forem Project News Forem Project News Forem Project News Follow Oct 31 '25 Forem Weekly Repo Recap: New Community Hub, Email Fixes & Markdown Improvements # news # product # deployment # opensource 14 reactions Comments 1 comment 1 min read Are tag follows not used for the home page feeds? Frederik 👨💻➡️🌐 Creemers Frederik 👨💻➡️🌐 Creemers Frederik 👨💻➡️🌐 Creemers Follow Sep 8 '25 Are tag follows not used for the home page feeds? # product 3 reactions Comments 2 comments 1 min read "Listings" have been fully removed from Forem Core Ben Halpern Ben Halpern Ben Halpern Follow May 14 '25 "Listings" have been fully removed from Forem Core # listings # product # deprecation 20 reactions Comments 1 comment 1 min read loading... trending guides/resources Next version of mobile app is going to be a nice upgrade Hopefully releasing a new Forem app with lots of little fixes in the next couple days Lots of momentum this week! Added a /community endpoint as sort of an info hub for every subforem. It's kind of just a proof ... Extending the Nano Banana image generation to also be responsible for fun unique profile images f... Forem Weekly Repo Recap: New Community Hub, Email Fixes & Markdown Improvements 💎 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 Core — Discussing the core forem open source software project — features, bugs, performance, self-hosting. Home About Contact 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 Core © 2016 - 2026. Community building community Log in Create account | 2026-01-13T08:49:00 |
https://www.highlight.io/docs/getting-started/server/hosting/overview | Hosting Providers Overview Star us on GitHub Star Docs Sign in Sign up Getting Started Getting Started with Highlight Fullstack Mapping Browser React.js Next.js Remix Vue.js Angular Gatsby.js SvelteKit Electron highlight.run SDK Overview Canvas & WebGL Console Messages Content-Security-Policy Identifying Users iframe Recording Monkey Patches Browser OpenTelemetry Persistent Asset Storage Privacy Proxying Highlight React.js Error Boundary Recording Network Requests and Responses Recording WebSocket Events Salesforce Lightning Web Components (LWC) Data Export Sourcemap Configuration Tracking Events Troubleshooting Upgrading Highlight Versioning Sessions & Errors Other React Native (beta) Server Go Overview chi Echo Fiber Gin GORM gqlgen Logrus Manual Tracing gorilla mux JS Overview Apollo AWS Lambda Cloudflare Workers Express.js Firebase Hono Nest.js Next.js Node.js Pino tRPC Winston Python Overview AWS Lambda Azure Functions Django FastAPI Flask Google Cloud Functions Loguru Other Frameworks Python AI / LLM Libraries Python Libraries Ruby Overview Other Frameworks Ruby on Rails Rust Overview actix-web No Framework Hosting Providers Overview Metrics in AWS Logging in AWS Logging in Azure Fly.io NATS Log Shipper Logging in GCP Heroku Log Drain Render Log Stream Logging in Trigger.dev Vercel Log Drain Elixir Overview Elixir App Java: All Frameworks PHP: All Frameworks C# .NET ASP C# .NET 4 ASP Docker / Docker Compose File Fluent Forward curl OpenTelemetry Protocol (OTLP) Syslog RFC5424 Systemd / Journald Native OpenTelemetry Overview Error Monitoring Logging Tracing Browser Instrumentation Metrics Fullstack Frameworks Overview Next.js Fullstack Overview Next.js Page Router Guide Next.js App Router Guide Edge Runtime Advanced Config Remix Walkthrough Self Host & Local Dev Overview Development deployment guide. Integrations Microsoft Teams self-hosted Hobby deployment guide. Traefik SSL Proxying. Menu Highlight Docs Welcome to highlight.io Get Started Roadmap Company Values Compliance & Security Open Source Contributing Overview GraphQL Backend Frontend (app.highlight.io) Landing Site (highlight.io) Documentation End to End SDK Example Apps Adding an SDK Application Architecture GitHub Code Spaces Code Style Good First Issues Self-hosting Self-hosted [Dev] Self-hosted [Hobby] Self-hosted [Enterprise] Telemetry Our Competitors Product Philosophy Product Features Session Replay Overview Canvas & Iframe Dev-tool Window Recording Tracking Users & Recording Events Filtering Sessions GraphQL Live Mode Performance Impact Player Session Caching Rage Clicks Request Proxying Session Search Extracting the Session URL Session Search Deep Linking Shadow Dom + Web Components Error Monitoring Overview Enhancing Errors with GitHub Error Search Filtering Errors Grouping Errors Managing Errors Manually Reporting Errors Sourcemaps General Features Overview Alerts Comments Digests Environments Search Segments Services Webhooks Logging Overview Log Alerts Log Search Tracing Overview Trace Search Dashboards Overview Dashboard Management Metrics Tutorials Service Latency Web Vitals & Page Speed User Engagement User Analytics Graphing Drilldown Event Search Dashboard Variables SQL Editor Metrics (beta) Overview Frequently Asked Questions. Integrations Integrations Overview Amplitude Integration ClickUp Integration Discord Integration Electron Support Front Integration GitHub Integration Grafana Integration Overview Setup Dashboards Alerts Height Integration Intercom Integration Jira Integration LaunchDarkly Integration Linear Integration Mixpanel Integration Nuxt Integration Pendo Integration Segment Integration Slack Integration Vercel Integration WordPress Plugin Highlight.io Changelog Overview Changelog 12 (02/17) Changelog 13 (02/24) Changelog 14 (03/03) Changelog 15 (03/11) Changelog 16 (03/19) Changelog 17 (04/07) Changelog 18 (04/26) Changelog 19 (05/22) Changelog 20 (06/06) Changelog 21 (06/21) Changelog 22 (08/07) Changelog 23 (08/22) Changelog 24 (09/11) Changelog 25 (10/03) Changelog 26 (11/08) Changelog 27 (12/22) Changelog 28 (3/6) Changelog 29 (4/2) Getting Started Getting Started with Highlight Fullstack Mapping Browser React.js Next.js Remix Vue.js Angular Gatsby.js SvelteKit Electron highlight.run SDK Overview Canvas & WebGL Console Messages Content-Security-Policy Identifying Users iframe Recording Monkey Patches Browser OpenTelemetry Persistent Asset Storage Privacy Proxying Highlight React.js Error Boundary Recording Network Requests and Responses Recording WebSocket Events Salesforce Lightning Web Components (LWC) Data Export Sourcemap Configuration Tracking Events Troubleshooting Upgrading Highlight Versioning Sessions & Errors Other React Native (beta) Server Go Overview chi Echo Fiber Gin GORM gqlgen Logrus Manual Tracing gorilla mux JS Overview Apollo AWS Lambda Cloudflare Workers Express.js Firebase Hono Nest.js Next.js Node.js Pino tRPC Winston Python Overview AWS Lambda Azure Functions Django FastAPI Flask Google Cloud Functions Loguru Other Frameworks Python AI / LLM Libraries Python Libraries Ruby Overview Other Frameworks Ruby on Rails Rust Overview actix-web No Framework Hosting Providers Overview Metrics in AWS Logging in AWS Logging in Azure Fly.io NATS Log Shipper Logging in GCP Heroku Log Drain Render Log Stream Logging in Trigger.dev Vercel Log Drain Elixir Overview Elixir App Java: All Frameworks PHP: All Frameworks C# .NET ASP C# .NET 4 ASP Docker / Docker Compose File Fluent Forward curl OpenTelemetry Protocol (OTLP) Syslog RFC5424 Systemd / Journald Native OpenTelemetry Overview Error Monitoring Logging Tracing Browser Instrumentation Metrics Fullstack Frameworks Overview Next.js Fullstack Overview Next.js Page Router Guide Next.js App Router Guide Edge Runtime Advanced Config Remix Walkthrough Self Host & Local Dev Overview Development deployment guide. Integrations Microsoft Teams self-hosted Hobby deployment guide. Traefik SSL Proxying. Docs Home SDK Client SDK API Reference Cloudflare Worker SDK API Reference Go SDK API Reference Hono SDK API Reference Java SDK API Reference Next.JS SDK API Reference Node.JS SDK API Reference Python SDK API Reference Ruby SDK API Reference Rust SDK API Reference Docs / Getting Started / Server / Hosting Providers / Hosting Providers Overview Hosting Providers Overview Highlight.io supports logging in most cloud providers. For common hosting solutions, we've written guides or integrations that simplify the setup. If you don't see one of your languages / frameworks below, reach out to us in our community or create an issue on github . Amazon Web Services Set up logging in AWS. Microsoft Azure Set up logging in Azure. Google Cloud Set up logging in GCP. Fly.io Set up logging in Fly. Render Set up logging in Render. Trigger.dev Set up logging in Trigger. Vercel Set up logging in Vercel. Heroku Set up logging in Heroku. Hosting Providers Metrics in AWS Community / Support Suggest Edits? Follow us! [object Object] | 2026-01-13T08:49:00 |
https://www.highlight.io/docs/general/product-features/session-replay/overview | Session Replay Features Star us on GitHub Star Docs Sign in Sign up General Docs Welcome to highlight.io Get Started Roadmap Company Values Compliance & Security Open Source Contributing Overview GraphQL Backend Frontend (app.highlight.io) Landing Site (highlight.io) Documentation End to End SDK Example Apps Adding an SDK Application Architecture GitHub Code Spaces Code Style Good First Issues Self-hosting Self-hosted [Dev] Self-hosted [Hobby] Self-hosted [Enterprise] Telemetry Our Competitors Product Philosophy Product Features Session Replay Overview Canvas & Iframe Dev-tool Window Recording Tracking Users & Recording Events Filtering Sessions GraphQL Live Mode Performance Impact Player Session Caching Rage Clicks Request Proxying Session Search Extracting the Session URL Session Search Deep Linking Shadow Dom + Web Components Error Monitoring Overview Enhancing Errors with GitHub Error Search Filtering Errors Grouping Errors Managing Errors Manually Reporting Errors Sourcemaps General Features Overview Alerts Comments Digests Environments Search Segments Services Webhooks Logging Overview Log Alerts Log Search Tracing Overview Trace Search Dashboards Overview Dashboard Management Metrics Tutorials Service Latency Web Vitals & Page Speed User Engagement User Analytics Graphing Drilldown Event Search Dashboard Variables SQL Editor Metrics (beta) Overview Frequently Asked Questions. Integrations Integrations Overview Amplitude Integration ClickUp Integration Discord Integration Electron Support Front Integration GitHub Integration Grafana Integration Overview Setup Dashboards Alerts Height Integration Intercom Integration Jira Integration LaunchDarkly Integration Linear Integration Mixpanel Integration Nuxt Integration Pendo Integration Segment Integration Slack Integration Vercel Integration WordPress Plugin Highlight.io Changelog Overview Changelog 12 (02/17) Changelog 13 (02/24) Changelog 14 (03/03) Changelog 15 (03/11) Changelog 16 (03/19) Changelog 17 (04/07) Changelog 18 (04/26) Changelog 19 (05/22) Changelog 20 (06/06) Changelog 21 (06/21) Changelog 22 (08/07) Changelog 23 (08/22) Changelog 24 (09/11) Changelog 25 (10/03) Changelog 26 (11/08) Changelog 27 (12/22) Changelog 28 (3/6) Changelog 29 (4/2) Menu Highlight Docs Welcome to highlight.io Get Started Roadmap Company Values Compliance & Security Open Source Contributing Overview GraphQL Backend Frontend (app.highlight.io) Landing Site (highlight.io) Documentation End to End SDK Example Apps Adding an SDK Application Architecture GitHub Code Spaces Code Style Good First Issues Self-hosting Self-hosted [Dev] Self-hosted [Hobby] Self-hosted [Enterprise] Telemetry Our Competitors Product Philosophy Product Features Session Replay Overview Canvas & Iframe Dev-tool Window Recording Tracking Users & Recording Events Filtering Sessions GraphQL Live Mode Performance Impact Player Session Caching Rage Clicks Request Proxying Session Search Extracting the Session URL Session Search Deep Linking Shadow Dom + Web Components Error Monitoring Overview Enhancing Errors with GitHub Error Search Filtering Errors Grouping Errors Managing Errors Manually Reporting Errors Sourcemaps General Features Overview Alerts Comments Digests Environments Search Segments Services Webhooks Logging Overview Log Alerts Log Search Tracing Overview Trace Search Dashboards Overview Dashboard Management Metrics Tutorials Service Latency Web Vitals & Page Speed User Engagement User Analytics Graphing Drilldown Event Search Dashboard Variables SQL Editor Metrics (beta) Overview Frequently Asked Questions. Integrations Integrations Overview Amplitude Integration ClickUp Integration Discord Integration Electron Support Front Integration GitHub Integration Grafana Integration Overview Setup Dashboards Alerts Height Integration Intercom Integration Jira Integration LaunchDarkly Integration Linear Integration Mixpanel Integration Nuxt Integration Pendo Integration Segment Integration Slack Integration Vercel Integration WordPress Plugin Highlight.io Changelog Overview Changelog 12 (02/17) Changelog 13 (02/24) Changelog 14 (03/03) Changelog 15 (03/11) Changelog 16 (03/19) Changelog 17 (04/07) Changelog 18 (04/26) Changelog 19 (05/22) Changelog 20 (06/06) Changelog 21 (06/21) Changelog 22 (08/07) Changelog 23 (08/22) Changelog 24 (09/11) Changelog 25 (10/03) Changelog 26 (11/08) Changelog 27 (12/22) Changelog 28 (3/6) Changelog 29 (4/2) Getting Started Getting Started with Highlight Fullstack Mapping Browser React.js Next.js Remix Vue.js Angular Gatsby.js SvelteKit Electron highlight.run SDK Overview Canvas & WebGL Console Messages Content-Security-Policy Identifying Users iframe Recording Monkey Patches Browser OpenTelemetry Persistent Asset Storage Privacy Proxying Highlight React.js Error Boundary Recording Network Requests and Responses Recording WebSocket Events Salesforce Lightning Web Components (LWC) Data Export Sourcemap Configuration Tracking Events Troubleshooting Upgrading Highlight Versioning Sessions & Errors Other React Native (beta) Server Go Overview chi Echo Fiber Gin GORM gqlgen Logrus Manual Tracing gorilla mux JS Overview Apollo AWS Lambda Cloudflare Workers Express.js Firebase Hono Nest.js Next.js Node.js Pino tRPC Winston Python Overview AWS Lambda Azure Functions Django FastAPI Flask Google Cloud Functions Loguru Other Frameworks Python AI / LLM Libraries Python Libraries Ruby Overview Other Frameworks Ruby on Rails Rust Overview actix-web No Framework Hosting Providers Overview Metrics in AWS Logging in AWS Logging in Azure Fly.io NATS Log Shipper Logging in GCP Heroku Log Drain Render Log Stream Logging in Trigger.dev Vercel Log Drain Elixir Overview Elixir App Java: All Frameworks PHP: All Frameworks C# .NET ASP C# .NET 4 ASP Docker / Docker Compose File Fluent Forward curl OpenTelemetry Protocol (OTLP) Syslog RFC5424 Systemd / Journald Native OpenTelemetry Overview Error Monitoring Logging Tracing Browser Instrumentation Metrics Fullstack Frameworks Overview Next.js Fullstack Overview Next.js Page Router Guide Next.js App Router Guide Edge Runtime Advanced Config Remix Walkthrough Self Host & Local Dev Overview Development deployment guide. Integrations Microsoft Teams self-hosted Hobby deployment guide. Traefik SSL Proxying. Docs Home SDK Client SDK API Reference Cloudflare Worker SDK API Reference Go SDK API Reference Hono SDK API Reference Java SDK API Reference Next.JS SDK API Reference Node.JS SDK API Reference Python SDK API Reference Ruby SDK API Reference Rust SDK API Reference Docs / Highlight Docs / Product Features / Session Replay / Session Replay Features Session Replay Features Session replay gives your team visibility into how people use your web app and insight into WHY bugs happen. In highlight.io , we focus heavily on "cohesion", or the mapping of sessions, errors and logs across your stack; that way you get an accurate and comprehensive idea of what happens. Get Started Get Started. Get started with error monitoring by installing highlight.io Features Read more about the features we support in Session Replay below: Shadow DOM & Web Components. Support for Shadow DOM & Web Components Proxying through your domain. Support for proxying highlight.io requests through your domain. Canvas & Iframe Recording. Support for Canvas & Iframe Recording Devtools Data. Capturing of console logs, network requests and errors. Extracting the Session URL SDK support for extracting the session URL from your sessions. Filtering Sessions Options for filtering sessions. Tracking Users & Events. SDK support for tracking users and their corresponding actions throughout a session. GraphQL GraphQL operation names and formatted payloads. Live Mode. Support for following a user session in real-time. Performance Impact. The performance impact of the highlight.io snippet. Privacy & Redaction. Options to redact specific data being recorded in your frontend. Rage Clicks. Record when users click a specific elemtent frequently. Session Search. Features that allow you to search for sessions in your app. Session Search Deep Linking. The URL Schema we use for deep linking sessions. Player Session Caching For highlight.io power users, we support disabling session caching to reduce memory usage. Session Replay Canvas & Iframe Community / Support Suggest Edits? Follow us! [object Object] | 2026-01-13T08:49:00 |
https://www.youtube.com/watch?v=zL8cz2W0z34&list=PLNG_1j3cPCaZZ7etkzWA7JfdmKWT0pMsa&index=11 | Interactive playgrounds with React - 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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| 2026-01-13T08:49:00 |
https://www.highlight.io/docs/general/company/open-source/contributing/getting-started | Open Source Contributing Overview Star us on GitHub Star Docs Sign in Sign up General Docs Welcome to highlight.io Get Started Roadmap Company Values Compliance & Security Open Source Contributing Overview GraphQL Backend Frontend (app.highlight.io) Landing Site (highlight.io) Documentation End to End SDK Example Apps Adding an SDK Application Architecture GitHub Code Spaces Code Style Good First Issues Self-hosting Self-hosted [Dev] Self-hosted [Hobby] Self-hosted [Enterprise] Telemetry Our Competitors Product Philosophy Product Features Session Replay Overview Canvas & Iframe Dev-tool Window Recording Tracking Users & Recording Events Filtering Sessions GraphQL Live Mode Performance Impact Player Session Caching Rage Clicks Request Proxying Session Search Extracting the Session URL Session Search Deep Linking Shadow Dom + Web Components Error Monitoring Overview Enhancing Errors with GitHub Error Search Filtering Errors Grouping Errors Managing Errors Manually Reporting Errors Sourcemaps General Features Overview Alerts Comments Digests Environments Search Segments Services Webhooks Logging Overview Log Alerts Log Search Tracing Overview Trace Search Dashboards Overview Dashboard Management Metrics Tutorials Service Latency Web Vitals & Page Speed User Engagement User Analytics Graphing Drilldown Event Search Dashboard Variables SQL Editor Metrics (beta) Overview Frequently Asked Questions. Integrations Integrations Overview Amplitude Integration ClickUp Integration Discord Integration Electron Support Front Integration GitHub Integration Grafana Integration Overview Setup Dashboards Alerts Height Integration Intercom Integration Jira Integration LaunchDarkly Integration Linear Integration Mixpanel Integration Nuxt Integration Pendo Integration Segment Integration Slack Integration Vercel Integration WordPress Plugin Highlight.io Changelog Overview Changelog 12 (02/17) Changelog 13 (02/24) Changelog 14 (03/03) Changelog 15 (03/11) Changelog 16 (03/19) Changelog 17 (04/07) Changelog 18 (04/26) Changelog 19 (05/22) Changelog 20 (06/06) Changelog 21 (06/21) Changelog 22 (08/07) Changelog 23 (08/22) Changelog 24 (09/11) Changelog 25 (10/03) Changelog 26 (11/08) Changelog 27 (12/22) Changelog 28 (3/6) Changelog 29 (4/2) Menu Highlight Docs Welcome to highlight.io Get Started Roadmap Company Values Compliance & Security Open Source Contributing Overview GraphQL Backend Frontend (app.highlight.io) Landing Site (highlight.io) Documentation End to End SDK Example Apps Adding an SDK Application Architecture GitHub Code Spaces Code Style Good First Issues Self-hosting Self-hosted [Dev] Self-hosted [Hobby] Self-hosted [Enterprise] Telemetry Our Competitors Product Philosophy Product Features Session Replay Overview Canvas & Iframe Dev-tool Window Recording Tracking Users & Recording Events Filtering Sessions GraphQL Live Mode Performance Impact Player Session Caching Rage Clicks Request Proxying Session Search Extracting the Session URL Session Search Deep Linking Shadow Dom + Web Components Error Monitoring Overview Enhancing Errors with GitHub Error Search Filtering Errors Grouping Errors Managing Errors Manually Reporting Errors Sourcemaps General Features Overview Alerts Comments Digests Environments Search Segments Services Webhooks Logging Overview Log Alerts Log Search Tracing Overview Trace Search Dashboards Overview Dashboard Management Metrics Tutorials Service Latency Web Vitals & Page Speed User Engagement User Analytics Graphing Drilldown Event Search Dashboard Variables SQL Editor Metrics (beta) Overview Frequently Asked Questions. Integrations Integrations Overview Amplitude Integration ClickUp Integration Discord Integration Electron Support Front Integration GitHub Integration Grafana Integration Overview Setup Dashboards Alerts Height Integration Intercom Integration Jira Integration LaunchDarkly Integration Linear Integration Mixpanel Integration Nuxt Integration Pendo Integration Segment Integration Slack Integration Vercel Integration WordPress Plugin Highlight.io Changelog Overview Changelog 12 (02/17) Changelog 13 (02/24) Changelog 14 (03/03) Changelog 15 (03/11) Changelog 16 (03/19) Changelog 17 (04/07) Changelog 18 (04/26) Changelog 19 (05/22) Changelog 20 (06/06) Changelog 21 (06/21) Changelog 22 (08/07) Changelog 23 (08/22) Changelog 24 (09/11) Changelog 25 (10/03) Changelog 26 (11/08) Changelog 27 (12/22) Changelog 28 (3/6) Changelog 29 (4/2) Getting Started Getting Started with Highlight Fullstack Mapping Browser React.js Next.js Remix Vue.js Angular Gatsby.js SvelteKit Electron highlight.run SDK Overview Canvas & WebGL Console Messages Content-Security-Policy Identifying Users iframe Recording Monkey Patches Browser OpenTelemetry Persistent Asset Storage Privacy Proxying Highlight React.js Error Boundary Recording Network Requests and Responses Recording WebSocket Events Salesforce Lightning Web Components (LWC) Data Export Sourcemap Configuration Tracking Events Troubleshooting Upgrading Highlight Versioning Sessions & Errors Other React Native (beta) Server Go Overview chi Echo Fiber Gin GORM gqlgen Logrus Manual Tracing gorilla mux JS Overview Apollo AWS Lambda Cloudflare Workers Express.js Firebase Hono Nest.js Next.js Node.js Pino tRPC Winston Python Overview AWS Lambda Azure Functions Django FastAPI Flask Google Cloud Functions Loguru Other Frameworks Python AI / LLM Libraries Python Libraries Ruby Overview Other Frameworks Ruby on Rails Rust Overview actix-web No Framework Hosting Providers Overview Metrics in AWS Logging in AWS Logging in Azure Fly.io NATS Log Shipper Logging in GCP Heroku Log Drain Render Log Stream Logging in Trigger.dev Vercel Log Drain Elixir Overview Elixir App Java: All Frameworks PHP: All Frameworks C# .NET ASP C# .NET 4 ASP Docker / Docker Compose File Fluent Forward curl OpenTelemetry Protocol (OTLP) Syslog RFC5424 Systemd / Journald Native OpenTelemetry Overview Error Monitoring Logging Tracing Browser Instrumentation Metrics Fullstack Frameworks Overview Next.js Fullstack Overview Next.js Page Router Guide Next.js App Router Guide Edge Runtime Advanced Config Remix Walkthrough Self Host & Local Dev Overview Development deployment guide. Integrations Microsoft Teams self-hosted Hobby deployment guide. Traefik SSL Proxying. Docs Home SDK Client SDK API Reference Cloudflare Worker SDK API Reference Go SDK API Reference Hono SDK API Reference Java SDK API Reference Next.JS SDK API Reference Node.JS SDK API Reference Python SDK API Reference Ruby SDK API Reference Rust SDK API Reference Docs / Highlight Docs / Company / Open Source / Contributing / Open Source Contributing Overview Contributing Overview How do I spin up highlight.io locally? Local Development Guide. Running a docker version of highlight.io for development. GitHub Code Spaces Guide Running highlight.io in a Code Spaces environment. What is the app architecture? App Architecture Overall architecture guide. SDK Design Adding an SDK. How do I develop in ...? Frontend Frontend React.js development for app.highlight.io. Backend Backend GraphQL development for app.highlight.io. Landing Site Frontend Next.js development for highlight.io landing site. Docs Frontend Next.js development for highlight.io/docs What are development best practices? Good First Issues Good first issues to start with. Code Style Defining our code styles. Contributing GraphQL Backend Community / Support Suggest Edits? Follow us! [object Object] | 2026-01-13T08:49:00 |
https://www.highlight.io/docs/general/integrations/overview | Integrations Overview Star us on GitHub Star Docs Sign in Sign up General Docs Welcome to highlight.io Get Started Roadmap Company Values Compliance & Security Open Source Contributing Overview GraphQL Backend Frontend (app.highlight.io) Landing Site (highlight.io) Documentation End to End SDK Example Apps Adding an SDK Application Architecture GitHub Code Spaces Code Style Good First Issues Self-hosting Self-hosted [Dev] Self-hosted [Hobby] Self-hosted [Enterprise] Telemetry Our Competitors Product Philosophy Product Features Session Replay Overview Canvas & Iframe Dev-tool Window Recording Tracking Users & Recording Events Filtering Sessions GraphQL Live Mode Performance Impact Player Session Caching Rage Clicks Request Proxying Session Search Extracting the Session URL Session Search Deep Linking Shadow Dom + Web Components Error Monitoring Overview Enhancing Errors with GitHub Error Search Filtering Errors Grouping Errors Managing Errors Manually Reporting Errors Sourcemaps General Features Overview Alerts Comments Digests Environments Search Segments Services Webhooks Logging Overview Log Alerts Log Search Tracing Overview Trace Search Dashboards Overview Dashboard Management Metrics Tutorials Service Latency Web Vitals & Page Speed User Engagement User Analytics Graphing Drilldown Event Search Dashboard Variables SQL Editor Metrics (beta) Overview Frequently Asked Questions. Integrations Integrations Overview Amplitude Integration ClickUp Integration Discord Integration Electron Support Front Integration GitHub Integration Grafana Integration Overview Setup Dashboards Alerts Height Integration Intercom Integration Jira Integration LaunchDarkly Integration Linear Integration Mixpanel Integration Nuxt Integration Pendo Integration Segment Integration Slack Integration Vercel Integration WordPress Plugin Highlight.io Changelog Overview Changelog 12 (02/17) Changelog 13 (02/24) Changelog 14 (03/03) Changelog 15 (03/11) Changelog 16 (03/19) Changelog 17 (04/07) Changelog 18 (04/26) Changelog 19 (05/22) Changelog 20 (06/06) Changelog 21 (06/21) Changelog 22 (08/07) Changelog 23 (08/22) Changelog 24 (09/11) Changelog 25 (10/03) Changelog 26 (11/08) Changelog 27 (12/22) Changelog 28 (3/6) Changelog 29 (4/2) Menu Highlight Docs Welcome to highlight.io Get Started Roadmap Company Values Compliance & Security Open Source Contributing Overview GraphQL Backend Frontend (app.highlight.io) Landing Site (highlight.io) Documentation End to End SDK Example Apps Adding an SDK Application Architecture GitHub Code Spaces Code Style Good First Issues Self-hosting Self-hosted [Dev] Self-hosted [Hobby] Self-hosted [Enterprise] Telemetry Our Competitors Product Philosophy Product Features Session Replay Overview Canvas & Iframe Dev-tool Window Recording Tracking Users & Recording Events Filtering Sessions GraphQL Live Mode Performance Impact Player Session Caching Rage Clicks Request Proxying Session Search Extracting the Session URL Session Search Deep Linking Shadow Dom + Web Components Error Monitoring Overview Enhancing Errors with GitHub Error Search Filtering Errors Grouping Errors Managing Errors Manually Reporting Errors Sourcemaps General Features Overview Alerts Comments Digests Environments Search Segments Services Webhooks Logging Overview Log Alerts Log Search Tracing Overview Trace Search Dashboards Overview Dashboard Management Metrics Tutorials Service Latency Web Vitals & Page Speed User Engagement User Analytics Graphing Drilldown Event Search Dashboard Variables SQL Editor Metrics (beta) Overview Frequently Asked Questions. Integrations Integrations Overview Amplitude Integration ClickUp Integration Discord Integration Electron Support Front Integration GitHub Integration Grafana Integration Overview Setup Dashboards Alerts Height Integration Intercom Integration Jira Integration LaunchDarkly Integration Linear Integration Mixpanel Integration Nuxt Integration Pendo Integration Segment Integration Slack Integration Vercel Integration WordPress Plugin Highlight.io Changelog Overview Changelog 12 (02/17) Changelog 13 (02/24) Changelog 14 (03/03) Changelog 15 (03/11) Changelog 16 (03/19) Changelog 17 (04/07) Changelog 18 (04/26) Changelog 19 (05/22) Changelog 20 (06/06) Changelog 21 (06/21) Changelog 22 (08/07) Changelog 23 (08/22) Changelog 24 (09/11) Changelog 25 (10/03) Changelog 26 (11/08) Changelog 27 (12/22) Changelog 28 (3/6) Changelog 29 (4/2) Getting Started Getting Started with Highlight Fullstack Mapping Browser React.js Next.js Remix Vue.js Angular Gatsby.js SvelteKit Electron highlight.run SDK Overview Canvas & WebGL Console Messages Content-Security-Policy Identifying Users iframe Recording Monkey Patches Browser OpenTelemetry Persistent Asset Storage Privacy Proxying Highlight React.js Error Boundary Recording Network Requests and Responses Recording WebSocket Events Salesforce Lightning Web Components (LWC) Data Export Sourcemap Configuration Tracking Events Troubleshooting Upgrading Highlight Versioning Sessions & Errors Other React Native (beta) Server Go Overview chi Echo Fiber Gin GORM gqlgen Logrus Manual Tracing gorilla mux JS Overview Apollo AWS Lambda Cloudflare Workers Express.js Firebase Hono Nest.js Next.js Node.js Pino tRPC Winston Python Overview AWS Lambda Azure Functions Django FastAPI Flask Google Cloud Functions Loguru Other Frameworks Python AI / LLM Libraries Python Libraries Ruby Overview Other Frameworks Ruby on Rails Rust Overview actix-web No Framework Hosting Providers Overview Metrics in AWS Logging in AWS Logging in Azure Fly.io NATS Log Shipper Logging in GCP Heroku Log Drain Render Log Stream Logging in Trigger.dev Vercel Log Drain Elixir Overview Elixir App Java: All Frameworks PHP: All Frameworks C# .NET ASP C# .NET 4 ASP Docker / Docker Compose File Fluent Forward curl OpenTelemetry Protocol (OTLP) Syslog RFC5424 Systemd / Journald Native OpenTelemetry Overview Error Monitoring Logging Tracing Browser Instrumentation Metrics Fullstack Frameworks Overview Next.js Fullstack Overview Next.js Page Router Guide Next.js App Router Guide Edge Runtime Advanced Config Remix Walkthrough Self Host & Local Dev Overview Development deployment guide. Integrations Microsoft Teams self-hosted Hobby deployment guide. Traefik SSL Proxying. Docs Home SDK Client SDK API Reference Cloudflare Worker SDK API Reference Go SDK API Reference Hono SDK API Reference Java SDK API Reference Next.JS SDK API Reference Node.JS SDK API Reference Python SDK API Reference Ruby SDK API Reference Rust SDK API Reference Docs / Highlight Docs / Integrations / Integrations Overview Integrations Overview Read more about highlight.io's integrations! Have a questions or want to request a new integration? Hit us up in our community . Amplitude. Instrument highlight.io to send amplitude events. Mixpanel. Instrument highlight.io to send mixpanel events. Clickup. Create clickup tickets within highlight.io Front. View highlight.io sessions directly in your front inbox. Linear. Create linear tickets within highlight.io GitHub. Create GitHub Issues within highlight.io Segment. Instrument highlight.io to send segment events. Height. Create height tickets within highlight.io Jira. Create Jira tasks within highlight.io Intercom. Access highlight.io sessions within your intercom dashboard. Slack. Send highlight.io alerts to slack. Vercel. Automate uploading of sourcemaps and integration Discord. Create discord tickets within highlight.io Pendo. Instrument highlight.io to send pendo events. Grafana. Create Grafana dashboards and alerts from your highlight.io data. Integrations Amplitude Integration Community / Support Suggest Edits? Follow us! [object Object] | 2026-01-13T08:49:00 |
https://core.forem.com/forem_project_bot/forem-weekly-repo-recap-new-community-hub-email-fixes-markdown-improvements-h9p#comments | Forem Weekly Repo Recap: New Community Hub, Email Fixes & Markdown Improvements - Forem Core 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 Forem Core 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 Forem Project News Posted on Oct 31, 2025 Forem Weekly Repo Recap: New Community Hub, Email Fixes & Markdown Improvements # product # deployment # opensource # news Hello Forem contributors and community members! This week saw a flurry of activity focused on introducing and refining a brand new feature: the Community Hub. We also merged several key fixes to improve content creation and notifications. ✨ New Feature: The Community Hub The highlight of the week is the introduction of the new Community Hub page! This new feature provides a central place for community interaction and discovery. The initial implementation was quickly followed by a series of rapid tweaks to refine the user experience and interface. Add community hub page #22519 benhalpern posted on Oct 29, 2025 What type of PR is this? (check all applicable) [ ] Refactor [x] Feature [ ] Bug Fix [ ] Optimization [ ] Documentation Update Description Experimental new page which aggregates a bunch of community stuff into one page to see what's going on. Could be configurable etc. View on GitHub 🛠️ Key Fixes & Enhancements Beyond new features, we also focused on improving existing functionality for a better user experience: Email & Authorship Fixes: A crucial fix was merged to correct issues with broken links in emails and ensure proper post authorship is always displayed. This resolves a significant pain point for both authors and readers. Fix email links and authorship issues #22524 benhalpern posted on Oct 31, 2025 What type of PR is this? (check all applicable) [ ] Refactor [x] Feature [x] Bug Fix [ ] Optimization [ ] Documentation Update Description Currently emails lack subforem awareness — this generally adjust emails to be contextually aware of the subforem the user came in on. View on GitHub Improved Markdown Linking: Creating content just got a little easier. The markdown parser now correctly handles non-HTTP links (like mailto: ), preventing them from breaking when rendered. Handle non http links in markdown #22516 benhalpern posted on Oct 28, 2025 What type of PR is this? (check all applicable) [ ] Refactor [x] Feature [ ] Bug Fix [ ] Optimization [ ] Documentation Update Description This gives markdown more flexibility in handling links such as mailto View on GitHub 🧹 Housekeeping & Other Updates This week also included important maintenance work, such as a fix for a flaky test in the admin action panel specs and the removal of an unnecessary check in the tagged articles controller to streamline our codebase. A big thank you to everyone who contributed this week! We're excited to see these changes live in Forem communities everywhere. Top comments (1) 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 Ben Halpern 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 • Oct 31 '25 Dropdown menu Copy link Hide These repo recaps are a new concept we're experimenting with particularly for project-focused subforems. 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 Forem Project News Follow Helpful recaps from the core Forem repo! Joined Oct 31, 2025 More from Forem Project News Forem Project Weekly: Scheduled Automations, Image Generation & UX Upgrades # opensource # performance # productivity # uiux 💎 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 Core — Discussing the core forem open source software project — features, bugs, performance, self-hosting. Home About Contact 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 Core © 2016 - 2026. Community building community Log in Create account | 2026-01-13T08:49:00 |
https://www.highlight.io/docs/general/product-features/session-replay/graphql | GraphQL Star us on GitHub Star Docs Sign in Sign up General Docs Welcome to highlight.io Get Started Roadmap Company Values Compliance & Security Open Source Contributing Overview GraphQL Backend Frontend (app.highlight.io) Landing Site (highlight.io) Documentation End to End SDK Example Apps Adding an SDK Application Architecture GitHub Code Spaces Code Style Good First Issues Self-hosting Self-hosted [Dev] Self-hosted [Hobby] Self-hosted [Enterprise] Telemetry Our Competitors Product Philosophy Product Features Session Replay Overview Canvas & Iframe Dev-tool Window Recording Tracking Users & Recording Events Filtering Sessions GraphQL Live Mode Performance Impact Player Session Caching Rage Clicks Request Proxying Session Search Extracting the Session URL Session Search Deep Linking Shadow Dom + Web Components Error Monitoring Overview Enhancing Errors with GitHub Error Search Filtering Errors Grouping Errors Managing Errors Manually Reporting Errors Sourcemaps General Features Overview Alerts Comments Digests Environments Search Segments Services Webhooks Logging Overview Log Alerts Log Search Tracing Overview Trace Search Dashboards Overview Dashboard Management Metrics Tutorials Service Latency Web Vitals & Page Speed User Engagement User Analytics Graphing Drilldown Event Search Dashboard Variables SQL Editor Metrics (beta) Overview Frequently Asked Questions. Integrations Integrations Overview Amplitude Integration ClickUp Integration Discord Integration Electron Support Front Integration GitHub Integration Grafana Integration Overview Setup Dashboards Alerts Height Integration Intercom Integration Jira Integration LaunchDarkly Integration Linear Integration Mixpanel Integration Nuxt Integration Pendo Integration Segment Integration Slack Integration Vercel Integration WordPress Plugin Highlight.io Changelog Overview Changelog 12 (02/17) Changelog 13 (02/24) Changelog 14 (03/03) Changelog 15 (03/11) Changelog 16 (03/19) Changelog 17 (04/07) Changelog 18 (04/26) Changelog 19 (05/22) Changelog 20 (06/06) Changelog 21 (06/21) Changelog 22 (08/07) Changelog 23 (08/22) Changelog 24 (09/11) Changelog 25 (10/03) Changelog 26 (11/08) Changelog 27 (12/22) Changelog 28 (3/6) Changelog 29 (4/2) Menu Highlight Docs Welcome to highlight.io Get Started Roadmap Company Values Compliance & Security Open Source Contributing Overview GraphQL Backend Frontend (app.highlight.io) Landing Site (highlight.io) Documentation End to End SDK Example Apps Adding an SDK Application Architecture GitHub Code Spaces Code Style Good First Issues Self-hosting Self-hosted [Dev] Self-hosted [Hobby] Self-hosted [Enterprise] Telemetry Our Competitors Product Philosophy Product Features Session Replay Overview Canvas & Iframe Dev-tool Window Recording Tracking Users & Recording Events Filtering Sessions GraphQL Live Mode Performance Impact Player Session Caching Rage Clicks Request Proxying Session Search Extracting the Session URL Session Search Deep Linking Shadow Dom + Web Components Error Monitoring Overview Enhancing Errors with GitHub Error Search Filtering Errors Grouping Errors Managing Errors Manually Reporting Errors Sourcemaps General Features Overview Alerts Comments Digests Environments Search Segments Services Webhooks Logging Overview Log Alerts Log Search Tracing Overview Trace Search Dashboards Overview Dashboard Management Metrics Tutorials Service Latency Web Vitals & Page Speed User Engagement User Analytics Graphing Drilldown Event Search Dashboard Variables SQL Editor Metrics (beta) Overview Frequently Asked Questions. Integrations Integrations Overview Amplitude Integration ClickUp Integration Discord Integration Electron Support Front Integration GitHub Integration Grafana Integration Overview Setup Dashboards Alerts Height Integration Intercom Integration Jira Integration LaunchDarkly Integration Linear Integration Mixpanel Integration Nuxt Integration Pendo Integration Segment Integration Slack Integration Vercel Integration WordPress Plugin Highlight.io Changelog Overview Changelog 12 (02/17) Changelog 13 (02/24) Changelog 14 (03/03) Changelog 15 (03/11) Changelog 16 (03/19) Changelog 17 (04/07) Changelog 18 (04/26) Changelog 19 (05/22) Changelog 20 (06/06) Changelog 21 (06/21) Changelog 22 (08/07) Changelog 23 (08/22) Changelog 24 (09/11) Changelog 25 (10/03) Changelog 26 (11/08) Changelog 27 (12/22) Changelog 28 (3/6) Changelog 29 (4/2) Getting Started Getting Started with Highlight Fullstack Mapping Browser React.js Next.js Remix Vue.js Angular Gatsby.js SvelteKit Electron highlight.run SDK Overview Canvas & WebGL Console Messages Content-Security-Policy Identifying Users iframe Recording Monkey Patches Browser OpenTelemetry Persistent Asset Storage Privacy Proxying Highlight React.js Error Boundary Recording Network Requests and Responses Recording WebSocket Events Salesforce Lightning Web Components (LWC) Data Export Sourcemap Configuration Tracking Events Troubleshooting Upgrading Highlight Versioning Sessions & Errors Other React Native (beta) Server Go Overview chi Echo Fiber Gin GORM gqlgen Logrus Manual Tracing gorilla mux JS Overview Apollo AWS Lambda Cloudflare Workers Express.js Firebase Hono Nest.js Next.js Node.js Pino tRPC Winston Python Overview AWS Lambda Azure Functions Django FastAPI Flask Google Cloud Functions Loguru Other Frameworks Python AI / LLM Libraries Python Libraries Ruby Overview Other Frameworks Ruby on Rails Rust Overview actix-web No Framework Hosting Providers Overview Metrics in AWS Logging in AWS Logging in Azure Fly.io NATS Log Shipper Logging in GCP Heroku Log Drain Render Log Stream Logging in Trigger.dev Vercel Log Drain Elixir Overview Elixir App Java: All Frameworks PHP: All Frameworks C# .NET ASP C# .NET 4 ASP Docker / Docker Compose File Fluent Forward curl OpenTelemetry Protocol (OTLP) Syslog RFC5424 Systemd / Journald Native OpenTelemetry Overview Error Monitoring Logging Tracing Browser Instrumentation Metrics Fullstack Frameworks Overview Next.js Fullstack Overview Next.js Page Router Guide Next.js App Router Guide Edge Runtime Advanced Config Remix Walkthrough Self Host & Local Dev Overview Development deployment guide. Integrations Microsoft Teams self-hosted Hobby deployment guide. Traefik SSL Proxying. Docs Home SDK Client SDK API Reference Cloudflare Worker SDK API Reference Go SDK API Reference Hono SDK API Reference Java SDK API Reference Next.JS SDK API Reference Node.JS SDK API Reference Python SDK API Reference Ruby SDK API Reference Rust SDK API Reference Docs / Highlight Docs / Product Features / Session Replay / GraphQL GraphQL Extract operation names GraphQL famously uses a single endpoint for every request. This makes tracking network requests a special chore. We've extracted GraphQL operation names and surfaced them in the Session Replay network tab. Payload formatting GraphQL payloads can be inscrutable, so we've formatted them for you. Filtering Sessions Live Mode Community / Support Suggest Edits? Follow us! [object Object] | 2026-01-13T08:49:00 |
https://www.highlight.io/docs/getting-started/browser/replay-configuration/content-security-policy | Content-Security-Policy Star us on GitHub Star Docs Sign in Sign up Getting Started Getting Started with Highlight Fullstack Mapping Browser React.js Next.js Remix Vue.js Angular Gatsby.js SvelteKit Electron highlight.run SDK Overview Canvas & WebGL Console Messages Content-Security-Policy Identifying Users iframe Recording Monkey Patches Browser OpenTelemetry Persistent Asset Storage Privacy Proxying Highlight React.js Error Boundary Recording Network Requests and Responses Recording WebSocket Events Salesforce Lightning Web Components (LWC) Data Export Sourcemap Configuration Tracking Events Troubleshooting Upgrading Highlight Versioning Sessions & Errors Other React Native (beta) Server Go Overview chi Echo Fiber Gin GORM gqlgen Logrus Manual Tracing gorilla mux JS Overview Apollo AWS Lambda Cloudflare Workers Express.js Firebase Hono Nest.js Next.js Node.js Pino tRPC Winston Python Overview AWS Lambda Azure Functions Django FastAPI Flask Google Cloud Functions Loguru Other Frameworks Python AI / LLM Libraries Python Libraries Ruby Overview Other Frameworks Ruby on Rails Rust Overview actix-web No Framework Hosting Providers Overview Metrics in AWS Logging in AWS Logging in Azure Fly.io NATS Log Shipper Logging in GCP Heroku Log Drain Render Log Stream Logging in Trigger.dev Vercel Log Drain Elixir Overview Elixir App Java: All Frameworks PHP: All Frameworks C# .NET ASP C# .NET 4 ASP Docker / Docker Compose File Fluent Forward curl OpenTelemetry Protocol (OTLP) Syslog RFC5424 Systemd / Journald Native OpenTelemetry Overview Error Monitoring Logging Tracing Browser Instrumentation Metrics Fullstack Frameworks Overview Next.js Fullstack Overview Next.js Page Router Guide Next.js App Router Guide Edge Runtime Advanced Config Remix Walkthrough Self Host & Local Dev Overview Development deployment guide. Integrations Microsoft Teams self-hosted Hobby deployment guide. Traefik SSL Proxying. Menu Highlight Docs Welcome to highlight.io Get Started Roadmap Company Values Compliance & Security Open Source Contributing Overview GraphQL Backend Frontend (app.highlight.io) Landing Site (highlight.io) Documentation End to End SDK Example Apps Adding an SDK Application Architecture GitHub Code Spaces Code Style Good First Issues Self-hosting Self-hosted [Dev] Self-hosted [Hobby] Self-hosted [Enterprise] Telemetry Our Competitors Product Philosophy Product Features Session Replay Overview Canvas & Iframe Dev-tool Window Recording Tracking Users & Recording Events Filtering Sessions GraphQL Live Mode Performance Impact Player Session Caching Rage Clicks Request Proxying Session Search Extracting the Session URL Session Search Deep Linking Shadow Dom + Web Components Error Monitoring Overview Enhancing Errors with GitHub Error Search Filtering Errors Grouping Errors Managing Errors Manually Reporting Errors Sourcemaps General Features Overview Alerts Comments Digests Environments Search Segments Services Webhooks Logging Overview Log Alerts Log Search Tracing Overview Trace Search Dashboards Overview Dashboard Management Metrics Tutorials Service Latency Web Vitals & Page Speed User Engagement User Analytics Graphing Drilldown Event Search Dashboard Variables SQL Editor Metrics (beta) Overview Frequently Asked Questions. Integrations Integrations Overview Amplitude Integration ClickUp Integration Discord Integration Electron Support Front Integration GitHub Integration Grafana Integration Overview Setup Dashboards Alerts Height Integration Intercom Integration Jira Integration LaunchDarkly Integration Linear Integration Mixpanel Integration Nuxt Integration Pendo Integration Segment Integration Slack Integration Vercel Integration WordPress Plugin Highlight.io Changelog Overview Changelog 12 (02/17) Changelog 13 (02/24) Changelog 14 (03/03) Changelog 15 (03/11) Changelog 16 (03/19) Changelog 17 (04/07) Changelog 18 (04/26) Changelog 19 (05/22) Changelog 20 (06/06) Changelog 21 (06/21) Changelog 22 (08/07) Changelog 23 (08/22) Changelog 24 (09/11) Changelog 25 (10/03) Changelog 26 (11/08) Changelog 27 (12/22) Changelog 28 (3/6) Changelog 29 (4/2) Getting Started Getting Started with Highlight Fullstack Mapping Browser React.js Next.js Remix Vue.js Angular Gatsby.js SvelteKit Electron highlight.run SDK Overview Canvas & WebGL Console Messages Content-Security-Policy Identifying Users iframe Recording Monkey Patches Browser OpenTelemetry Persistent Asset Storage Privacy Proxying Highlight React.js Error Boundary Recording Network Requests and Responses Recording WebSocket Events Salesforce Lightning Web Components (LWC) Data Export Sourcemap Configuration Tracking Events Troubleshooting Upgrading Highlight Versioning Sessions & Errors Other React Native (beta) Server Go Overview chi Echo Fiber Gin GORM gqlgen Logrus Manual Tracing gorilla mux JS Overview Apollo AWS Lambda Cloudflare Workers Express.js Firebase Hono Nest.js Next.js Node.js Pino tRPC Winston Python Overview AWS Lambda Azure Functions Django FastAPI Flask Google Cloud Functions Loguru Other Frameworks Python AI / LLM Libraries Python Libraries Ruby Overview Other Frameworks Ruby on Rails Rust Overview actix-web No Framework Hosting Providers Overview Metrics in AWS Logging in AWS Logging in Azure Fly.io NATS Log Shipper Logging in GCP Heroku Log Drain Render Log Stream Logging in Trigger.dev Vercel Log Drain Elixir Overview Elixir App Java: All Frameworks PHP: All Frameworks C# .NET ASP C# .NET 4 ASP Docker / Docker Compose File Fluent Forward curl OpenTelemetry Protocol (OTLP) Syslog RFC5424 Systemd / Journald Native OpenTelemetry Overview Error Monitoring Logging Tracing Browser Instrumentation Metrics Fullstack Frameworks Overview Next.js Fullstack Overview Next.js Page Router Guide Next.js App Router Guide Edge Runtime Advanced Config Remix Walkthrough Self Host & Local Dev Overview Development deployment guide. Integrations Microsoft Teams self-hosted Hobby deployment guide. Traefik SSL Proxying. Docs Home SDK Client SDK API Reference Cloudflare Worker SDK API Reference Go SDK API Reference Hono SDK API Reference Java SDK API Reference Next.JS SDK API Reference Node.JS SDK API Reference Python SDK API Reference Ruby SDK API Reference Rust SDK API Reference Docs / Getting Started / Browser / highlight.run SDK / Content-Security-Policy Content-Security-Policy You should keep reading this if your application runs in an environment that enforces content security policies. Content-Security-Policy allows you to tell the browser what and how your page can interact with third-party scripts. Here are the policies you'll need to set to use Highlight: connect-src : https://pub.highlight.io This policy allows connecting with Highlight servers to send recorded session data. worker-src : data: blob: This policy allows creating an inlined web worker initialized by our npm package highlight.run . Your CSP definition may look something like this: <meta http-equiv="Content-Security-Policy" content="connect-src https://pub.highlight.io; worker-src data: blob:;" /> Alternatively, Content Security Policy may be set by the HTML document response header Content-Security-Policy . Check your initial app HTML document load for the header to make sure you are setting it to the desired value. highlight.run version 8.11 changes how we bundle the client so that we no longer require a script-src definition. Make sure you are using the latest version of the SDK to use the above CSP policy. Console Messages Identifying Users Community / Support Suggest Edits? Follow us! [object Object] | 2026-01-13T08:49:00 |
https://www.youtube.com/watch?v=lGEMwh32soc&list=PLNG_1j3cPCaZZ7etkzWA7JfdmKWT0pMsa&index=6 | React without memo - 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 = {"responseContext":{"serviceTrackingParams":[{"service":"CSI","params":[{"key":"c","value":"WEB"},{"key":"cver","value":"2.20260109.01.00"},{"key":"yt_li","value":"0"},{"key":"GetWatchNext_rid","value":"0xcab4373f7f21939d"}]},{"service":"GFEEDBACK","params":[{"key":"logged_in","value":"0"},{"key":"visitor_data","value":"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%3D%3D"}]},{"service":"GUIDED_HELP","params":[{"key":"logged_in","value":"0"}]},{"service":"ECATCHER","params":[{"key":"client.version","value":"2.20260109"},{"key":"client.name","value":"WEB"}]}],"mainAppWebResponseContext":{"loggedOut":true,"trackingParam":"kx_fmPxhoPZRrmNDIjE60CXYAatAAVtrAvHiggi48B3wY5HRgkussh7BwOcCE59TDtslLKPQ-SS"},"webResponseContextExtensionData":{"webResponseContextPreloadData":{"preloadMessageNames":["twoColumnWatchNextResults","results","videoPrimaryInfoRenderer","videoViewCountRenderer","menuRenderer","menuServiceItemRenderer","segmentedLikeDislikeButtonViewModel","likeButtonViewModel","toggleButtonViewModel","buttonViewModel","modalWithTitleAndButtonRenderer","buttonRenderer","dislikeButtonViewModel","unifiedSharePanelRenderer","menuFlexibleItemRenderer","videoSecondaryInfoRenderer","videoOwnerRenderer","subscribeButtonRenderer","subscriptionNotificationToggleButtonRenderer","menuPopupRenderer","confirmDialogRenderer","metadataRowContainerRenderer","compositeVideoPrimaryInfoRenderer","itemSectionRenderer","messageRenderer","secondaryResults","lockupViewModel","thumbnailViewModel","thumbnailOverlayBadgeViewModel","thumbnailBadgeViewModel","thumbnailHoverOverlayToggleActionsViewModel","lockupMetadataViewModel","decoratedAvatarViewModel","avatarViewModel","contentMetadataViewModel","sheetViewModel","listViewModel","listItemViewModel","continuationItemRenderer","autoplay","playerOverlayRenderer","menuNavigationItemRenderer","watchNextEndScreenRenderer","endScreenVideoRenderer","thumbnailOverlayTimeStatusRenderer","thumbnailOverlayNowPlayingRenderer","playerOverlayAutoplayRenderer","playerOverlayVideoDetailsRenderer","autoplaySwitchButtonRenderer","quickActionsViewModel","decoratedPlayerBarRenderer","multiMarkersPlayerBarRenderer","speedmasterEduViewModel","engagementPanelSectionListRenderer","adsEngagementPanelContentRenderer","engagementPanelTitleHeaderRenderer","chipBarViewModel","chipViewModel","sectionListRenderer","structuredDescriptionContentRenderer","videoDescriptionHeaderRenderer","factoidRenderer","viewCountFactoidRenderer","expandableVideoDescriptionBodyRenderer","expandableMetadataRenderer","videoSummaryContentViewModel","videoSummaryParagraphViewModel","videoDescriptionTranscriptSectionRenderer","videoDescriptionInfocardsSectionRenderer","desktopTopbarRenderer","topbarLogoRenderer","fusionSearchboxRenderer","topbarMenuButtonRenderer","multiPageMenuRenderer","hotkeyDialogRenderer","hotkeyDialogSectionRenderer","hotkeyDialogSectionOptionRenderer","voiceSearchDialogRenderer","cinematicContainerRenderer"]},"ytConfigData":{"visitorData":"Cgt5SXpYak93VHdfbyj6jZjLBjIKCgJLUhIEGgAgPmLfAgrcAjE1LllUPWJOaWxyS0xDbjNTb3dwSEZTNWJQWHprZWdYWVVJdHBqeFVseE4yNnpNMFdGdC1odWVFaEFKb2ZoRkJ5QmxtWDZyMTdrc24xdFhMcF9ydDF3V3FvMFM3TzdoaFFhM1pGYmVXTkVCaXBEN0R1N1ZONzF6MkFJWW5QT1drOFdfZmRzNGJTM3lJSi1aQjc0TGxUTjVYMDJldGpjb2szNzNQOERhZVAybDR1V3JwUEd1QVBHeHppMkR0QVFBUGJSQVM5SzV2Y2JaVHkzbjRCM1ZFLWlLMTR0UjZsRUNObTkwN2FIdWZ0dENjWmdNemtlYU9tSkxnODg3QW5SVU02a1NvOEd5TnYzaTkyeEh3MWxvUll0aDhGd0xkNFdsaUh0LUduRV9LSmVHRmc1a203Rk9RNTZHN0pGeWtMQS11b3V6cUF1aFFQQ3JzOGhwTTRHd193T1RZODVFdw%3D%3D","rootVisualElementType":3832},"webPrefetchData":{"navigationEndpoints":[{"clickTrackingParams":"CAAQg2ciEwiOiPD_kIiSAxVRQDgFHVzbAG8yDHJlbGF0ZWQtYXV0b0iH5drvoZjDsJQBmgEFCAMQ-B3KAQTcd6Ze","commandMetadata":{"webCommandMetadata":{"url":"/watch?v=lhVGdErZuN4\u0026pp=QAFIAQ%3D%3D","webPageType":"WEB_PAGE_TYPE_WATCH","rootVe":3832}},"watchEndpoint":{"videoId":"lhVGdErZuN4","params":"EAEYAdoBBAgBKgA%3D","playerParams":"QAFIAQ%3D%3D","watchEndpointSupportedPrefetchConfig":{"prefetchHintConfig":{"prefetchPriority":0,"countdownUiRelativeSecondsPrefetchCondition":-3}}}},{"clickTrackingParams":"CAAQg2ciEwiOiPD_kIiSAxVRQDgFHVzbAG8yDHJlbGF0ZWQtYXV0b0iH5drvoZjDsJQBmgEFCAMQ-B3KAQTcd6Ze","commandMetadata":{"webCommandMetadata":{"url":"/watch?v=lhVGdErZuN4\u0026pp=QAFIAQ%3D%3D","webPageType":"WEB_PAGE_TYPE_WATCH","rootVe":3832}},"watchEndpoint":{"videoId":"lhVGdErZuN4","params":"EAEYAdoBBAgBKgA%3D","playerParams":"QAFIAQ%3D%3D","watchEndpointSupportedPrefetchConfig":{"prefetchHintConfig":{"prefetchPriority":0,"countdownUiRelativ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without memo"}]},"viewCount":{"videoViewCountRenderer":{"viewCount":{"simpleText":"조회수 148,341회"},"shortViewCount":{"simpleText":"조회수 14만회"},"originalViewCount":"0"}},"videoActions":{"menuRenderer":{"items":[{"menuServiceItemRenderer":{"text":{"runs":[{"text":"신고"}]},"icon":{"iconType":"FLAG"},"serviceEndpoint":{"clickTrackingParams":"CI0CEMyrARgAIhMIjojw_5CIkgMVUUA4BR1c2wBvygEE3HemXg==","showEngagementPanelEndpoint":{"identifier":{"tag":"PAabuse_report"},"globalConfiguration":{"params":"qgdxCAESC2xHRU13aDMyc29jGmBFZ3RzUjBWTmQyZ3pNbk52WTBBQldBQjRCWklCTWdvd0VpNW9kSFJ3Y3pvdkwya3VlWFJwYldjdVkyOXRMM1pwTDJ4SFJVMTNhRE15YzI5akwyUmxabUYxYkhRdWFuQm4%3D"},"engagementPanelPresentationConfigs":{"engagementPanelPopupPresentationConfig":{"popupType":"PANEL_POPUP_TYPE_DIALOG"}}}},"trackingParams":"CI0CEMyrARgAIhMIjojw_5CIkgMVUUA4BR1c2wBv"}}],"trackingParams":"CI0CEMyrARgAIhMIjojw_5CIkgMVUUA4BR1c2wBv","topLevelButtons":[{"segmentedLikeDislikeButtonViewModel":{"likeButtonViewModel":{"likeButtonViewModel":{"toggleButtonViewModel":{"toggleButtonViewModel":{"defaultButtonViewModel":{"buttonViewModel":{"iconName":"LIKE","title":"4.5천","onTap":{"serialCommand":{"commands":[{"logGestureCommand":{"gestureType":"GESTURE_EVENT_TYPE_LOG_GENERIC_CLICK","trackingParams":"CJgCEKVBIhMIjojw_5CIkgMVUUA4BR1c2wBv"}},{"innertubeCommand":{"clickTrackingParams":"CJgCEKVBIhMIjojw_5CIkgMVUUA4BR1c2wBvygEE3HemXg==","commandMetadata":{"webCommandMetadata":{"ignoreNavigation":true}},"modalEndpoint":{"modal":{"modalWithTitleAndButtonRenderer":{"title":{"simpleText":"동영상이 마음에 드시나요?"},"content":{"simpleText":"로그인하여 의견을 알려주세요."},"button":{"buttonRenderer":{"style":"STYLE_MONO_FILLED","size":"SIZE_DEFAULT","isDisabled":false,"text":{"simpleText":"로그인"},"navigationEndpoint":{"clickTrackingParams":"CJkCEPqGBCITCI6I8P-QiJIDFVFAOAUdXNsAb8oBBNx3pl4=","commandMetadata":{"webCommandMetadata":{"url":"https://accounts.google.com/ServiceLogin?service=youtube\u0026uilel=3\u0026passive=true\u0026continue=https%3A%2F%2Fwww.youtube.com%2Fsignin%3Faction_handle_signin%3Dtrue%26app%3Ddesktop%26hl%3Dko\u0026hl=ko\u0026ec=66426","webPageType":"WEB_PAGE_TYPE_UNKNOWN","rootVe":83769}},"signInEndpoint":{"nextEndpoint":{"clickTrackingParams":"CJkCEPqGBCITCI6I8P-QiJIDFVFAOAUdXNsAb8oBBNx3pl4=","commandMetadata":{"webCommandMetadata":{"sendPost":true,"apiUrl":"/youtubei/v1/like/like"}},"likeEndpoint":{"status":"LIKE","target":{"videoId":"lGEMwh32soc"},"likeParams":"Cg0KC2xHRU13aDMyc29jIAAyDAj6jZjLBhDFn6bPAw%3D%3D"}},"idamTag":"66426"}},"trackingParams":"CJkCEPqGBCITCI6I8P-QiJIDFVFAOAUdXNsAbw=="}}}}}}}]}},"accessibilityText":"다른 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https://docs.suprsend.com/docs/ios-push-template | iOS Push Template - 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 Channel Editors iOS Push Template Documentation API Reference Management API CLI Reference Developer Resources Changelog Documentation API Reference Management API CLI Reference Developer Resources Changelog Channel Editors iOS Push Template OpenAI Open in ChatGPT How to design simple iOS Push template with click action and image. OpenAI Open in ChatGPT Design Template You can design template with a simple form editor tool. You can add variables with Handlebarsjs language. You can check how the message will look in the preview section on the right side. Once designed, you can save the push notification template by clicking on Save Draft. When you are ready, you can Publish Draft by providing a name to the version. This will become the Live version, and will be used whenever the associated workflow is triggered. iOS Push notification fields description Field Description Title Small message text box. Note that this field will be displayed in single line only, and very long content can get curtailed. Use handlebarsjs to add variables. Body Large message text box. Use handlebarsjs to add variables. 📘 Note: By default, Clicking on the Notification will redirect the users to your iOS App. We’ll be soon be adding the option to add custom Action URL Adding dynamic content in iOS Push There will always be the case where you would require to add dynamic content to a template, so as to personalise it for your users. To achieve this, you can add variables in the template, which will be replaced with the dynamic content at the time of sending the message. You’ll need to pass these while triggering the communication from one of our frontend or backend SDKs. Here is a step-by-step guide on how to add dynamic content in iOS Push: 1 Declaring Variables in the global `Mock data` button If you are at this stage, it is assumed that you have declared the variables along with sample values in the global Mock data button. To see how to declare variables before using them in designing templates, refer to this section in the Templates documentation . 2 Using variables in the templates Once the variables are declared, you can use them while designing the iOS Push template. We support handlebarsjs to add variables in the template. As a general rule, all the variables have to be entered within double curly brackets: {{variable\_name}} If you have declared the variables in the global Mock data button, then they will come as auto-suggestions when you type a curly bracket { . This will remove the chances of errors like variable mismatch at the time of template rendering. Note that you will be able to enter a variable name even when you have not declared it inside the Mock data button. To manually enter the variable name, follow the handlerbarsjs guide here . Below is an example of how to enter variables in the template design. For illustration, we are using the same sample variable names that we declared in the Templates section: json Copy Ask AI { "array" : [ { "product_name" : "Aldo Sling Bag" , "product_price" : "3,950.00" }, { "product_name" : "Clarles & Keith Women Slipper, Biege, 38UK" , "product_price" : "2,549.00" }, { "product_name" : "RayBan Sunglasses" , "product_price" : "7,899.00" } ], "event" : { "location" : { "city" : "San Francisco" , "state" : "California" }, "order_id" : "11200123" , "first_name" : "Joe" }, "product_page" : "https://www.suprsend.com" } To enter a nested variable, enter in the format {{var1.var2.var3}} . E.g. to refer to city in the example above, you need to enter {{event.location.city}} To refer to an array element, enter in format {{var1.[*index*].var2}}. E.g. to refer to product_name of the first element of the array array , enter {{array.[0].product_name}}` If you have any space in the variable name, enclose it in square bracket {{event.[first name]}} You will be able to see the sample values in the Preview section, as well as in the Live version when you publish a draft. If you cannot see your variable being rendered with the sample value, check one of the following: Make sure you have entered the variable name and the sample value in the Mock data button. Make sure you have entered the correct variable name in the template, as per the handlebarsjs guideline. What happens if there is variable mismatch at the time of sending? At the time of sending communication, if there is a variable present in the template whose value is not rendered due to mismatch or missing, SuprSend will simply discard the template and not send that particular notification to your user. Please note that the rest of the templates will be sent. E.g. if there is an error in rendering iOS Push template, but email template is successfully rendered, iOS Push notification will not be triggered, but email notification will be triggered by SuprSend. Was this page helpful? Yes No Suggest edits Raise issue Previous Web Push Template How to design Webpush template with customisation options to add action buttons and image. Next ⌘ I x github linkedin youtube Powered by On this page Design Template iOS Push notification fields description Adding dynamic content in iOS Push | 2026-01-13T08:49:00 |
https://www.highlight.io/docs/getting-started/server/js/firebase | Firebase Quick Start Star us on GitHub Star Docs Sign in Sign up Getting Started Getting Started with Highlight Fullstack Mapping Browser React.js Next.js Remix Vue.js Angular Gatsby.js SvelteKit Electron highlight.run SDK Overview Canvas & WebGL Console Messages Content-Security-Policy Identifying Users iframe Recording Monkey Patches Browser OpenTelemetry Persistent Asset Storage Privacy Proxying Highlight React.js Error Boundary Recording Network Requests and Responses Recording WebSocket Events Salesforce Lightning Web Components (LWC) Data Export Sourcemap Configuration Tracking Events Troubleshooting Upgrading Highlight Versioning Sessions & Errors Other React Native (beta) Server Go Overview chi Echo Fiber Gin GORM gqlgen Logrus Manual Tracing gorilla mux JS Overview Apollo AWS Lambda Cloudflare Workers Express.js Firebase Hono Nest.js Next.js Node.js Pino tRPC Winston Python Overview AWS Lambda Azure Functions Django FastAPI Flask Google Cloud Functions Loguru Other Frameworks Python AI / LLM Libraries Python Libraries Ruby Overview Other Frameworks Ruby on Rails Rust Overview actix-web No Framework Hosting Providers Overview Metrics in AWS Logging in AWS Logging in Azure Fly.io NATS Log Shipper Logging in GCP Heroku Log Drain Render Log Stream Logging in Trigger.dev Vercel Log Drain Elixir Overview Elixir App Java: All Frameworks PHP: All Frameworks C# .NET ASP C# .NET 4 ASP Docker / Docker Compose File Fluent Forward curl OpenTelemetry Protocol (OTLP) Syslog RFC5424 Systemd / Journald Native OpenTelemetry Overview Error Monitoring Logging Tracing Browser Instrumentation Metrics Fullstack Frameworks Overview Next.js Fullstack Overview Next.js Page Router Guide Next.js App Router Guide Edge Runtime Advanced Config Remix Walkthrough Self Host & Local Dev Overview Development deployment guide. Integrations Microsoft Teams self-hosted Hobby deployment guide. Traefik SSL Proxying. Menu Highlight Docs Welcome to highlight.io Get Started Roadmap Company Values Compliance & Security Open Source Contributing Overview GraphQL Backend Frontend (app.highlight.io) Landing Site (highlight.io) Documentation End to End SDK Example Apps Adding an SDK Application Architecture GitHub Code Spaces Code Style Good First Issues Self-hosting Self-hosted [Dev] Self-hosted [Hobby] Self-hosted [Enterprise] Telemetry Our Competitors Product Philosophy Product Features Session Replay Overview Canvas & Iframe Dev-tool Window Recording Tracking Users & Recording Events Filtering Sessions GraphQL Live Mode Performance Impact Player Session Caching Rage Clicks Request Proxying Session Search Extracting the Session URL Session Search Deep Linking Shadow Dom + Web Components Error Monitoring Overview Enhancing Errors with GitHub Error Search Filtering Errors Grouping Errors Managing Errors Manually Reporting Errors Sourcemaps General Features Overview Alerts Comments Digests Environments Search Segments Services Webhooks Logging Overview Log Alerts Log Search Tracing Overview Trace Search Dashboards Overview Dashboard Management Metrics Tutorials Service Latency Web Vitals & Page Speed User Engagement User Analytics Graphing Drilldown Event Search Dashboard Variables SQL Editor Metrics (beta) Overview Frequently Asked Questions. Integrations Integrations Overview Amplitude Integration ClickUp Integration Discord Integration Electron Support Front Integration GitHub Integration Grafana Integration Overview Setup Dashboards Alerts Height Integration Intercom Integration Jira Integration LaunchDarkly Integration Linear Integration Mixpanel Integration Nuxt Integration Pendo Integration Segment Integration Slack Integration Vercel Integration WordPress Plugin Highlight.io Changelog Overview Changelog 12 (02/17) Changelog 13 (02/24) Changelog 14 (03/03) Changelog 15 (03/11) Changelog 16 (03/19) Changelog 17 (04/07) Changelog 18 (04/26) Changelog 19 (05/22) Changelog 20 (06/06) Changelog 21 (06/21) Changelog 22 (08/07) Changelog 23 (08/22) Changelog 24 (09/11) Changelog 25 (10/03) Changelog 26 (11/08) Changelog 27 (12/22) Changelog 28 (3/6) Changelog 29 (4/2) Getting Started Getting Started with Highlight Fullstack Mapping Browser React.js Next.js Remix Vue.js Angular Gatsby.js SvelteKit Electron highlight.run SDK Overview Canvas & WebGL Console Messages Content-Security-Policy Identifying Users iframe Recording Monkey Patches Browser OpenTelemetry Persistent Asset Storage Privacy Proxying Highlight React.js Error Boundary Recording Network Requests and Responses Recording WebSocket Events Salesforce Lightning Web Components (LWC) Data Export Sourcemap Configuration Tracking Events Troubleshooting Upgrading Highlight Versioning Sessions & Errors Other React Native (beta) Server Go Overview chi Echo Fiber Gin GORM gqlgen Logrus Manual Tracing gorilla mux JS Overview Apollo AWS Lambda Cloudflare Workers Express.js Firebase Hono Nest.js Next.js Node.js Pino tRPC Winston Python Overview AWS Lambda Azure Functions Django FastAPI Flask Google Cloud Functions Loguru Other Frameworks Python AI / LLM Libraries Python Libraries Ruby Overview Other Frameworks Ruby on Rails Rust Overview actix-web No Framework Hosting Providers Overview Metrics in AWS Logging in AWS Logging in Azure Fly.io NATS Log Shipper Logging in GCP Heroku Log Drain Render Log Stream Logging in Trigger.dev Vercel Log Drain Elixir Overview Elixir App Java: All Frameworks PHP: All Frameworks C# .NET ASP C# .NET 4 ASP Docker / Docker Compose File Fluent Forward curl OpenTelemetry Protocol (OTLP) Syslog RFC5424 Systemd / Journald Native OpenTelemetry Overview Error Monitoring Logging Tracing Browser Instrumentation Metrics Fullstack Frameworks Overview Next.js Fullstack Overview Next.js Page Router Guide Next.js App Router Guide Edge Runtime Advanced Config Remix Walkthrough Self Host & Local Dev Overview Development deployment guide. Integrations Microsoft Teams self-hosted Hobby deployment guide. Traefik SSL Proxying. Docs Home SDK Client SDK API Reference Cloudflare Worker SDK API Reference Go SDK API Reference Hono SDK API Reference Java SDK API Reference Next.JS SDK API Reference Node.JS SDK API Reference Python SDK API Reference Ruby SDK API Reference Rust SDK API Reference Docs / Getting Started / Server / JS / Firebase Quick Start Firebase Quick Start Learn how to set up highlight.io in Firebase Cloud Functions. 1 Configure client-side Highlight. (optional) If you're using Highlight on the frontend for your application, make sure you've initialized it correctly and followed the fullstack mapping guide . 2 Install the relevant Highlight SDK(s). Install @highlight-run/node with your package manager. npm install --save @highlight-run/node 3 Initialize the Highlight JS SDK. Initialize the Highlight JS SDK with your project ID. import { H } from '@highlight-run/node' H.init({ projectID: '<YOUR_PROJECT_ID>', serviceName: '<YOUR_SERVICE_NAME>', environment: 'production', }) 4 Add the Firebase Highlight integration. Use the Node Highlight SDK in your response handler. const highlightNode = require('@highlight-run/node') // Callable function wrapper exports.exampleCallable = functions.https.onCall( highlightNode.Handlers.firebaseCallableFunctionHandler( (data, context) => { // ... your handler code here return { result: 'useful result!' } }, { projectID: '<YOUR_PROJECT_ID>', serviceName: 'my-firebase-app', serviceVersion: 'git-sha', environment: 'production' }, ), ) // Http function wrapper exports.exampleHttp = functions.https.onRequest( highlightNode.Handlers.firebaseHttpFunctionHandler( (req, res) => { // ... your handler code here res.json({ result: 'useful result!' }) }, { projectID: '<YOUR_PROJECT_ID>' }, ), ) 5 Verify that your SDK is reporting errors. You'll want to throw an exception in one of your Firebase handlers. Access the API handler and make sure the error shows up in Highlight . exports.exampleCallable = functions.https.onCall( highlightNode.Handlers.firebaseCallableFunctionHandler( (data, context) => { throw new Error('example error!') return { result: 'useful result!' } }, { projectID: '<YOUR_PROJECT_ID>', serviceName: 'my-firebase-app', serviceVersion: 'git-sha', environment: 'production' }, ), ) 6 Verify your backend logs are being recorded. Visit the highlight logs portal and check that backend logs are coming in. 7 Verify your backend traces are being recorded. Visit the highlight traces portal and check that backend traces are coming in. Express.js Quick Start Hono Quick Start [object Object] | 2026-01-13T08:49:00 |
https://core.forem.com/_bigblind/are-tag-follows-not-used-for-the-home-page-feeds-288k | Are tag follows not used for the home page feeds? - Forem Core 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 Forem Core 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 Frederik 👨💻➡️🌐 Creemers Posted on Sep 8, 2025 Are tag follows not used for the home page feeds? # product I've admittedly been a lot les active on dev.to for a while, and so a lot of the people I follow are old accounts who no longer publish much content on dev.to, if any. So when I go to look at my home feed, both "Discover" and "Following", most of what I see are posts from the DEV team. I do, however, follow a fair number of tags, ranging from various programming languages, to #explainlikimfive and similar. Those do still get some activity, but I'm not seeing any of their posts on my home feed. Are they not considered? When I look at the top 7 posts overview, I do see that there's still some great stuff being published to the site, but I don't really have a good way to discover it, other than those posts right now. Top comments (2) 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 Ben Halpern 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 • Sep 8 '25 Dropdown menu Copy link Hide They are, but it's also a mix of other signals and some of the less popular tags kind of fade away. It's all about a balancing act — but this is valuable feedback because we want to strike the right balance and we're aware of the current imbalance you're describing. Great to see you around Frederik! Like comment: Like comment: 2 likes Like Comment button Reply Collapse Expand Roshan Sharma Roshan Sharma Roshan Sharma Follow 💻 Tech Enthusiast | Linux & Open Source Explorer 🔧 Sharing insights on Ubuntu, Debian, Docker, and DevOps tools 🐍 Passionate about Python, SQL & MySQL ✍️ Writing tutorials, guides, and answers to m Joined Aug 19, 2025 • Sep 26 '25 Dropdown menu Copy link Hide Nice post, this question gets overlooked a lot in community platforms. One thought: have you looked into how tag-follows affect personalized recommendations or feed relevance at scale? 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 Frederik 👨💻➡️🌐 Creemers Follow I'm never sure what to put in a bio. If there's anything you want to know, don't be afraid to ask! Location Maastricht, the Netherlands Education Knowledge Engineering & Data Science at Maastricht University Pronouns he/him Work Developer at TalkJS Joined Mar 22, 2017 💎 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 Core — Discussing the core forem open source software project — features, bugs, performance, self-hosting. Home About Contact 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 Core © 2016 - 2026. Community building community Log in Create account | 2026-01-13T08:49:00 |
https://www.highlight.io/docs/general/product-features/general-features/services | Services Star us on GitHub Star Docs Sign in Sign up General Docs Welcome to highlight.io Get Started Roadmap Company Values Compliance & Security Open Source Contributing Overview GraphQL Backend Frontend (app.highlight.io) Landing Site (highlight.io) Documentation End to End SDK Example Apps Adding an SDK Application Architecture GitHub Code Spaces Code Style Good First Issues Self-hosting Self-hosted [Dev] Self-hosted [Hobby] Self-hosted [Enterprise] Telemetry Our Competitors Product Philosophy Product Features Session Replay Overview Canvas & Iframe Dev-tool Window Recording Tracking Users & Recording Events Filtering Sessions GraphQL Live Mode Performance Impact Player Session Caching Rage Clicks Request Proxying Session Search Extracting the Session URL Session Search Deep Linking Shadow Dom + Web Components Error Monitoring Overview Enhancing Errors with GitHub Error Search Filtering Errors Grouping Errors Managing Errors Manually Reporting Errors Sourcemaps General Features Overview Alerts Comments Digests Environments Search Segments Services Webhooks Logging Overview Log Alerts Log Search Tracing Overview Trace Search Dashboards Overview Dashboard Management Metrics Tutorials Service Latency Web Vitals & Page Speed User Engagement User Analytics Graphing Drilldown Event Search Dashboard Variables SQL Editor Metrics (beta) Overview Frequently Asked Questions. Integrations Integrations Overview Amplitude Integration ClickUp Integration Discord Integration Electron Support Front Integration GitHub Integration Grafana Integration Overview Setup Dashboards Alerts Height Integration Intercom Integration Jira Integration LaunchDarkly Integration Linear Integration Mixpanel Integration Nuxt Integration Pendo Integration Segment Integration Slack Integration Vercel Integration WordPress Plugin Highlight.io Changelog Overview Changelog 12 (02/17) Changelog 13 (02/24) Changelog 14 (03/03) Changelog 15 (03/11) Changelog 16 (03/19) Changelog 17 (04/07) Changelog 18 (04/26) Changelog 19 (05/22) Changelog 20 (06/06) Changelog 21 (06/21) Changelog 22 (08/07) Changelog 23 (08/22) Changelog 24 (09/11) Changelog 25 (10/03) Changelog 26 (11/08) Changelog 27 (12/22) Changelog 28 (3/6) Changelog 29 (4/2) Menu Highlight Docs Welcome to highlight.io Get Started Roadmap Company Values Compliance & Security Open Source Contributing Overview GraphQL Backend Frontend (app.highlight.io) Landing Site (highlight.io) Documentation End to End SDK Example Apps Adding an SDK Application Architecture GitHub Code Spaces Code Style Good First Issues Self-hosting Self-hosted [Dev] Self-hosted [Hobby] Self-hosted [Enterprise] Telemetry Our Competitors Product Philosophy Product Features Session Replay Overview Canvas & Iframe Dev-tool Window Recording Tracking Users & Recording Events Filtering Sessions GraphQL Live Mode Performance Impact Player Session Caching Rage Clicks Request Proxying Session Search Extracting the Session URL Session Search Deep Linking Shadow Dom + Web Components Error Monitoring Overview Enhancing Errors with GitHub Error Search Filtering Errors Grouping Errors Managing Errors Manually Reporting Errors Sourcemaps General Features Overview Alerts Comments Digests Environments Search Segments Services Webhooks Logging Overview Log Alerts Log Search Tracing Overview Trace Search Dashboards Overview Dashboard Management Metrics Tutorials Service Latency Web Vitals & Page Speed User Engagement User Analytics Graphing Drilldown Event Search Dashboard Variables SQL Editor Metrics (beta) Overview Frequently Asked Questions. Integrations Integrations Overview Amplitude Integration ClickUp Integration Discord Integration Electron Support Front Integration GitHub Integration Grafana Integration Overview Setup Dashboards Alerts Height Integration Intercom Integration Jira Integration LaunchDarkly Integration Linear Integration Mixpanel Integration Nuxt Integration Pendo Integration Segment Integration Slack Integration Vercel Integration WordPress Plugin Highlight.io Changelog Overview Changelog 12 (02/17) Changelog 13 (02/24) Changelog 14 (03/03) Changelog 15 (03/11) Changelog 16 (03/19) Changelog 17 (04/07) Changelog 18 (04/26) Changelog 19 (05/22) Changelog 20 (06/06) Changelog 21 (06/21) Changelog 22 (08/07) Changelog 23 (08/22) Changelog 24 (09/11) Changelog 25 (10/03) Changelog 26 (11/08) Changelog 27 (12/22) Changelog 28 (3/6) Changelog 29 (4/2) Getting Started Getting Started with Highlight Fullstack Mapping Browser React.js Next.js Remix Vue.js Angular Gatsby.js SvelteKit Electron highlight.run SDK Overview Canvas & WebGL Console Messages Content-Security-Policy Identifying Users iframe Recording Monkey Patches Browser OpenTelemetry Persistent Asset Storage Privacy Proxying Highlight React.js Error Boundary Recording Network Requests and Responses Recording WebSocket Events Salesforce Lightning Web Components (LWC) Data Export Sourcemap Configuration Tracking Events Troubleshooting Upgrading Highlight Versioning Sessions & Errors Other React Native (beta) Server Go Overview chi Echo Fiber Gin GORM gqlgen Logrus Manual Tracing gorilla mux JS Overview Apollo AWS Lambda Cloudflare Workers Express.js Firebase Hono Nest.js Next.js Node.js Pino tRPC Winston Python Overview AWS Lambda Azure Functions Django FastAPI Flask Google Cloud Functions Loguru Other Frameworks Python AI / LLM Libraries Python Libraries Ruby Overview Other Frameworks Ruby on Rails Rust Overview actix-web No Framework Hosting Providers Overview Metrics in AWS Logging in AWS Logging in Azure Fly.io NATS Log Shipper Logging in GCP Heroku Log Drain Render Log Stream Logging in Trigger.dev Vercel Log Drain Elixir Overview Elixir App Java: All Frameworks PHP: All Frameworks C# .NET ASP C# .NET 4 ASP Docker / Docker Compose File Fluent Forward curl OpenTelemetry Protocol (OTLP) Syslog RFC5424 Systemd / Journald Native OpenTelemetry Overview Error Monitoring Logging Tracing Browser Instrumentation Metrics Fullstack Frameworks Overview Next.js Fullstack Overview Next.js Page Router Guide Next.js App Router Guide Edge Runtime Advanced Config Remix Walkthrough Self Host & Local Dev Overview Development deployment guide. Integrations Microsoft Teams self-hosted Hobby deployment guide. Traefik SSL Proxying. Docs Home SDK Client SDK API Reference Cloudflare Worker SDK API Reference Go SDK API Reference Hono SDK API Reference Java SDK API Reference Next.JS SDK API Reference Node.JS SDK API Reference Python SDK API Reference Ruby SDK API Reference Rust SDK API Reference Docs / Highlight Docs / Product Features / Backend General Features / Services Services Services are a useful tool to delineate your logs, errors, and traces. In order to create a new service, a service name must be provided to your SDK configuration. Reference the SDK start up guides for more help. For example, in Golang, the following SDK will create a new service named "my-app": highlight.SetProjectID("<YOUR_PROJECT_ID>") highlight.Start( highlight.WithServiceName("my-app"), highlight.WithServiceVersion("git-sha"), ) defer highlight.Stop() Created services are visible at https://app.highlight.io/settings/services . Segments Webhooks Community / Support Suggest Edits? Follow us! [object Object] | 2026-01-13T08:49:00 |
https://www.highlight.io/docs/general/product-features/dashboards/variables | Dashboard Variables Star us on GitHub Star Docs Sign in Sign up General Docs Welcome to highlight.io Get Started Roadmap Company Values Compliance & Security Open Source Contributing Overview GraphQL Backend Frontend (app.highlight.io) Landing Site (highlight.io) Documentation End to End SDK Example Apps Adding an SDK Application Architecture GitHub Code Spaces Code Style Good First Issues Self-hosting Self-hosted [Dev] Self-hosted [Hobby] Self-hosted [Enterprise] Telemetry Our Competitors Product Philosophy Product Features Session Replay Overview Canvas & Iframe Dev-tool Window Recording Tracking Users & Recording Events Filtering Sessions GraphQL Live Mode Performance Impact Player Session Caching Rage Clicks Request Proxying Session Search Extracting the Session URL Session Search Deep Linking Shadow Dom + Web Components Error Monitoring Overview Enhancing Errors with GitHub Error Search Filtering Errors Grouping Errors Managing Errors Manually Reporting Errors Sourcemaps General Features Overview Alerts Comments Digests Environments Search Segments Services Webhooks Logging Overview Log Alerts Log Search Tracing Overview Trace Search Dashboards Overview Dashboard Management Metrics Tutorials Service Latency Web Vitals & Page Speed User Engagement User Analytics Graphing Drilldown Event Search Dashboard Variables SQL Editor Metrics (beta) Overview Frequently Asked Questions. Integrations Integrations Overview Amplitude Integration ClickUp Integration Discord Integration Electron Support Front Integration GitHub Integration Grafana Integration Overview Setup Dashboards Alerts Height Integration Intercom Integration Jira Integration LaunchDarkly Integration Linear Integration Mixpanel Integration Nuxt Integration Pendo Integration Segment Integration Slack Integration Vercel Integration WordPress Plugin Highlight.io Changelog Overview Changelog 12 (02/17) Changelog 13 (02/24) Changelog 14 (03/03) Changelog 15 (03/11) Changelog 16 (03/19) Changelog 17 (04/07) Changelog 18 (04/26) Changelog 19 (05/22) Changelog 20 (06/06) Changelog 21 (06/21) Changelog 22 (08/07) Changelog 23 (08/22) Changelog 24 (09/11) Changelog 25 (10/03) Changelog 26 (11/08) Changelog 27 (12/22) Changelog 28 (3/6) Changelog 29 (4/2) Menu Highlight Docs Welcome to highlight.io Get Started Roadmap Company Values Compliance & Security Open Source Contributing Overview GraphQL Backend Frontend (app.highlight.io) Landing Site (highlight.io) Documentation End to End SDK Example Apps Adding an SDK Application Architecture GitHub Code Spaces Code Style Good First Issues Self-hosting Self-hosted [Dev] Self-hosted [Hobby] Self-hosted [Enterprise] Telemetry Our Competitors Product Philosophy Product Features Session Replay Overview Canvas & Iframe Dev-tool Window Recording Tracking Users & Recording Events Filtering Sessions GraphQL Live Mode Performance Impact Player Session Caching Rage Clicks Request Proxying Session Search Extracting the Session URL Session Search Deep Linking Shadow Dom + Web Components Error Monitoring Overview Enhancing Errors with GitHub Error Search Filtering Errors Grouping Errors Managing Errors Manually Reporting Errors Sourcemaps General Features Overview Alerts Comments Digests Environments Search Segments Services Webhooks Logging Overview Log Alerts Log Search Tracing Overview Trace Search Dashboards Overview Dashboard Management Metrics Tutorials Service Latency Web Vitals & Page Speed User Engagement User Analytics Graphing Drilldown Event Search Dashboard Variables SQL Editor Metrics (beta) Overview Frequently Asked Questions. Integrations Integrations Overview Amplitude Integration ClickUp Integration Discord Integration Electron Support Front Integration GitHub Integration Grafana Integration Overview Setup Dashboards Alerts Height Integration Intercom Integration Jira Integration LaunchDarkly Integration Linear Integration Mixpanel Integration Nuxt Integration Pendo Integration Segment Integration Slack Integration Vercel Integration WordPress Plugin Highlight.io Changelog Overview Changelog 12 (02/17) Changelog 13 (02/24) Changelog 14 (03/03) Changelog 15 (03/11) Changelog 16 (03/19) Changelog 17 (04/07) Changelog 18 (04/26) Changelog 19 (05/22) Changelog 20 (06/06) Changelog 21 (06/21) Changelog 22 (08/07) Changelog 23 (08/22) Changelog 24 (09/11) Changelog 25 (10/03) Changelog 26 (11/08) Changelog 27 (12/22) Changelog 28 (3/6) Changelog 29 (4/2) Getting Started Getting Started with Highlight Fullstack Mapping Browser React.js Next.js Remix Vue.js Angular Gatsby.js SvelteKit Electron highlight.run SDK Overview Canvas & WebGL Console Messages Content-Security-Policy Identifying Users iframe Recording Monkey Patches Browser OpenTelemetry Persistent Asset Storage Privacy Proxying Highlight React.js Error Boundary Recording Network Requests and Responses Recording WebSocket Events Salesforce Lightning Web Components (LWC) Data Export Sourcemap Configuration Tracking Events Troubleshooting Upgrading Highlight Versioning Sessions & Errors Other React Native (beta) Server Go Overview chi Echo Fiber Gin GORM gqlgen Logrus Manual Tracing gorilla mux JS Overview Apollo AWS Lambda Cloudflare Workers Express.js Firebase Hono Nest.js Next.js Node.js Pino tRPC Winston Python Overview AWS Lambda Azure Functions Django FastAPI Flask Google Cloud Functions Loguru Other Frameworks Python AI / LLM Libraries Python Libraries Ruby Overview Other Frameworks Ruby on Rails Rust Overview actix-web No Framework Hosting Providers Overview Metrics in AWS Logging in AWS Logging in Azure Fly.io NATS Log Shipper Logging in GCP Heroku Log Drain Render Log Stream Logging in Trigger.dev Vercel Log Drain Elixir Overview Elixir App Java: All Frameworks PHP: All Frameworks C# .NET ASP C# .NET 4 ASP Docker / Docker Compose File Fluent Forward curl OpenTelemetry Protocol (OTLP) Syslog RFC5424 Systemd / Journald Native OpenTelemetry Overview Error Monitoring Logging Tracing Browser Instrumentation Metrics Fullstack Frameworks Overview Next.js Fullstack Overview Next.js Page Router Guide Next.js App Router Guide Edge Runtime Advanced Config Remix Walkthrough Self Host & Local Dev Overview Development deployment guide. Integrations Microsoft Teams self-hosted Hobby deployment guide. Traefik SSL Proxying. Docs Home SDK Client SDK API Reference Cloudflare Worker SDK API Reference Go SDK API Reference Hono SDK API Reference Java SDK API Reference Next.JS SDK API Reference Node.JS SDK API Reference Python SDK API Reference Ruby SDK API Reference Rust SDK API Reference Docs / Highlight Docs / Product Features / Dashboards / Dashboard Variables Dashboard Variables Dashboard variables let you parameterize filters, bucketing, and grouping across multiple graphs. You can create and edit dashboard variables from the dashboard or graphing editor pages. Variables support three types of suggestions: Suggestion Behavior Value When creating the variable, you select a search key. The variable's input is a multiselect showing the possible values for that key. Key The variable's input is a select with all search keys. This is helpful for using a variable in function, grouping, and bucketing rules. None The variable's input is free text. Variables will appear in the graphing editor components wherever they can be used, including in the filter, function, grouping, and bucketing rules. To reference a variable, use a dollar sign followed by the variable's name, for example $user . Variables can be multivalued, e.g. to filter all sessions by a list of users. When using multivalued variables, the resulting filter is a logical OR of all values. For example, email=$users is interpolated to email=(zane@highlight.io OR jay@highlight.io) . Event Search SQL Editor Community / Support Suggest Edits? Follow us! [object Object] | 2026-01-13T08:49:00 |
https://www.highlight.io/docs/getting-started/browser/replay-configuration/session-data-export | Data Export Star us on GitHub Star Docs Sign in Sign up Getting Started Getting Started with Highlight Fullstack Mapping Browser React.js Next.js Remix Vue.js Angular Gatsby.js SvelteKit Electron highlight.run SDK Overview Canvas & WebGL Console Messages Content-Security-Policy Identifying Users iframe Recording Monkey Patches Browser OpenTelemetry Persistent Asset Storage Privacy Proxying Highlight React.js Error Boundary Recording Network Requests and Responses Recording WebSocket Events Salesforce Lightning Web Components (LWC) Data Export Sourcemap Configuration Tracking Events Troubleshooting Upgrading Highlight Versioning Sessions & Errors Other React Native (beta) Server Go Overview chi Echo Fiber Gin GORM gqlgen Logrus Manual Tracing gorilla mux JS Overview Apollo AWS Lambda Cloudflare Workers Express.js Firebase Hono Nest.js Next.js Node.js Pino tRPC Winston Python Overview AWS Lambda Azure Functions Django FastAPI Flask Google Cloud Functions Loguru Other Frameworks Python AI / LLM Libraries Python Libraries Ruby Overview Other Frameworks Ruby on Rails Rust Overview actix-web No Framework Hosting Providers Overview Metrics in AWS Logging in AWS Logging in Azure Fly.io NATS Log Shipper Logging in GCP Heroku Log Drain Render Log Stream Logging in Trigger.dev Vercel Log Drain Elixir Overview Elixir App Java: All Frameworks PHP: All Frameworks C# .NET ASP C# .NET 4 ASP Docker / Docker Compose File Fluent Forward curl OpenTelemetry Protocol (OTLP) Syslog RFC5424 Systemd / Journald Native OpenTelemetry Overview Error Monitoring Logging Tracing Browser Instrumentation Metrics Fullstack Frameworks Overview Next.js Fullstack Overview Next.js Page Router Guide Next.js App Router Guide Edge Runtime Advanced Config Remix Walkthrough Self Host & Local Dev Overview Development deployment guide. Integrations Microsoft Teams self-hosted Hobby deployment guide. Traefik SSL Proxying. Menu Highlight Docs Welcome to highlight.io Get Started Roadmap Company Values Compliance & Security Open Source Contributing Overview GraphQL Backend Frontend (app.highlight.io) Landing Site (highlight.io) Documentation End to End SDK Example Apps Adding an SDK Application Architecture GitHub Code Spaces Code Style Good First Issues Self-hosting Self-hosted [Dev] Self-hosted [Hobby] Self-hosted [Enterprise] Telemetry Our Competitors Product Philosophy Product Features Session Replay Overview Canvas & Iframe Dev-tool Window Recording Tracking Users & Recording Events Filtering Sessions GraphQL Live Mode Performance Impact Player Session Caching Rage Clicks Request Proxying Session Search Extracting the Session URL Session Search Deep Linking Shadow Dom + Web Components Error Monitoring Overview Enhancing Errors with GitHub Error Search Filtering Errors Grouping Errors Managing Errors Manually Reporting Errors Sourcemaps General Features Overview Alerts Comments Digests Environments Search Segments Services Webhooks Logging Overview Log Alerts Log Search Tracing Overview Trace Search Dashboards Overview Dashboard Management Metrics Tutorials Service Latency Web Vitals & Page Speed User Engagement User Analytics Graphing Drilldown Event Search Dashboard Variables SQL Editor Metrics (beta) Overview Frequently Asked Questions. Integrations Integrations Overview Amplitude Integration ClickUp Integration Discord Integration Electron Support Front Integration GitHub Integration Grafana Integration Overview Setup Dashboards Alerts Height Integration Intercom Integration Jira Integration LaunchDarkly Integration Linear Integration Mixpanel Integration Nuxt Integration Pendo Integration Segment Integration Slack Integration Vercel Integration WordPress Plugin Highlight.io Changelog Overview Changelog 12 (02/17) Changelog 13 (02/24) Changelog 14 (03/03) Changelog 15 (03/11) Changelog 16 (03/19) Changelog 17 (04/07) Changelog 18 (04/26) Changelog 19 (05/22) Changelog 20 (06/06) Changelog 21 (06/21) Changelog 22 (08/07) Changelog 23 (08/22) Changelog 24 (09/11) Changelog 25 (10/03) Changelog 26 (11/08) Changelog 27 (12/22) Changelog 28 (3/6) Changelog 29 (4/2) Getting Started Getting Started with Highlight Fullstack Mapping Browser React.js Next.js Remix Vue.js Angular Gatsby.js SvelteKit Electron highlight.run SDK Overview Canvas & WebGL Console Messages Content-Security-Policy Identifying Users iframe Recording Monkey Patches Browser OpenTelemetry Persistent Asset Storage Privacy Proxying Highlight React.js Error Boundary Recording Network Requests and Responses Recording WebSocket Events Salesforce Lightning Web Components (LWC) Data Export Sourcemap Configuration Tracking Events Troubleshooting Upgrading Highlight Versioning Sessions & Errors Other React Native (beta) Server Go Overview chi Echo Fiber Gin GORM gqlgen Logrus Manual Tracing gorilla mux JS Overview Apollo AWS Lambda Cloudflare Workers Express.js Firebase Hono Nest.js Next.js Node.js Pino tRPC Winston Python Overview AWS Lambda Azure Functions Django FastAPI Flask Google Cloud Functions Loguru Other Frameworks Python AI / LLM Libraries Python Libraries Ruby Overview Other Frameworks Ruby on Rails Rust Overview actix-web No Framework Hosting Providers Overview Metrics in AWS Logging in AWS Logging in Azure Fly.io NATS Log Shipper Logging in GCP Heroku Log Drain Render Log Stream Logging in Trigger.dev Vercel Log Drain Elixir Overview Elixir App Java: All Frameworks PHP: All Frameworks C# .NET ASP C# .NET 4 ASP Docker / Docker Compose File Fluent Forward curl OpenTelemetry Protocol (OTLP) Syslog RFC5424 Systemd / Journald Native OpenTelemetry Overview Error Monitoring Logging Tracing Browser Instrumentation Metrics Fullstack Frameworks Overview Next.js Fullstack Overview Next.js Page Router Guide Next.js App Router Guide Edge Runtime Advanced Config Remix Walkthrough Self Host & Local Dev Overview Development deployment guide. Integrations Microsoft Teams self-hosted Hobby deployment guide. Traefik SSL Proxying. Docs Home SDK Client SDK API Reference Cloudflare Worker SDK API Reference Go SDK API Reference Hono SDK API Reference Java SDK API Reference Next.JS SDK API Reference Node.JS SDK API Reference Python SDK API Reference Ruby SDK API Reference Rust SDK API Reference Docs / Getting Started / Browser / highlight.run SDK / Data Export Data Export Session Video Download Interested in exporting a highlight session as an mp4? You can download session videos from the Highlight dashboard. To request a video, click the Download video button in the player tools when a session is opened up. You will receive an email with the mp4 link once the session is processed. You can also find all previous exports in the session settings page . Aggregate Session Reporting Highlight collects lots of meaningful data providing analytics about your site users. Want to know what users are most active on your site, and how long they are spending on it? Build a session search query and click the Download CSV Session report button. Shortly, you should receive a CSV file download in your browser, containing an aggregate report for the query in the session feed, as well as per-session metadata. Self-hosted Data Migration Thinking of moving from our app.highlight.io Cloud product to a self-hosted instance? We can help migrate data into your deployment. Reach out to us for more information. Upgrade your plan and reach out to us to enable the feature ! Salesforce Lightning Web Components (LWC) Sourcemap Configuration Community / Support Suggest Edits? Follow us! [object Object] | 2026-01-13T08:49:00 |
https://www.python.org/doc/av/ | Audio/Video Instructional Materials for Python | Python.org Notice: While JavaScript is not essential for this website, your interaction with the content will be limited. Please turn JavaScript on for the full experience. Skip to content ▼ Close Python PSF Docs PyPI Jobs Community ▲ The Python Network Donate ≡ Menu Search This Site GO A A Smaller Larger Reset Socialize LinkedIn Mastodon Chat on IRC Twitter About Applications Quotes Getting Started Help Python Brochure Downloads All releases Source code Windows macOS Android Other Platforms License Alternative Implementations Documentation Docs Audio/Visual Talks Beginner's Guide FAQ Non-English Docs PEP Index Python Books Python Essays Community Diversity Mailing Lists IRC Forums PSF Annual Impact Report Python Conferences Special Interest Groups Python Logo Python Wiki Code of Conduct Community Awards Get Involved Shared Stories Success Stories Arts Business Education Engineering Government Scientific Software Development News Python News PSF Newsletter PSF News PyCon US News News from the Community Events Python Events User Group Events Python Events Archive User Group Events Archive Submit an Event Audio/Video Instructional Materials for Python There is a growing body of podcasts, screencasts and video presentations for the Python community. This page collects some of the best. Podcast Repositories core.py Pablo Galindo and Łukasz Langa talk about Python internals, because they work on Python internals. PyPodcats Hidden Figures of Python podcast series. Our goal is to highlight the contributions and accomplishments of the underrepresented group members in the Python community. Talk Python To Me A podcast on Python and related technologies. The Real Python Podcast Hear what’s new in the world of Python programming and become a more effective Pythonista. Python Bytes Python headlines delivered directly to your earbuds. Python People A podcast about getting to know the people who help make the Python community great. Django Chat A podcast on the Django Web Framework by Will Vincent and Carlton Gibson. Pybites Podcast A podcast about Python development, career and mindset skills. Sad Python Girls Club Refreshing insights of the VS Code Python team, with authentic perspectives on the Python ecosystem and how VS Code fits in it. Inactive Podcast Repositories Test and Code Practical automated testing for software engineers using Python. Python Community News A look at the news around and impacting the Python Community. Podcast.__init__ A podcast about Python and the people who make it great. Radio Free Python A podcast of Python news and interviews by Larry Hastings. From Python import podcast From Python Import Podcast is a bimonthly podcast dedicated to sharing thoughts, opinions, rants, and intelligent discussion about all things Python. A Little Bit of Python An occasional podcast on Python by Michael Foord , Steve Holden , Andrew Kuchling , Dr. Brett Cannon and Jesse Noller . Python411 Python411 is a series of podcasts about Python presented by Ron Stephens, aimed at hobbyists and others who are learning Python. Each episode focuses on one aspect of learning Python, or one kind of Python programming, and points to online tools and tutorials. Python related news and events will also be reported upon as well as interviews with key Python contributors. Ron has built up quite a collection of podcasts since he started in May 2005 - over fifty as of April 2007. They are great for listening to on the train or in traffic. The site provides an XML/RSS feed to which you can subscribe with your favorite reader or make a live bookmark of dropdown podcast titles using Mozilla Firefox. Djangodose A podcast about all things Django, discussing new features in the development tree, how-tos, and listener questions. Jython Monthly Interviews and coverage of specific Jython-related events in a pseudo-live podcast fashion. PyCon Podcast The PyCon podcast carries recordings of talks from the PyCon conference . Hear the talks you missed! Conference Talk and Video Lecture Repositories pyvideo.org An index to many talk and session videos made available by Python conferences and user groups around the world. The site makes it very easy to find interesting Python talk videos and displays them in a clean and uncluttered way. PyCon US on YouTube Keynotes, talks and tutorials from PyCon US 2020 onwards. EuroPython on YouTube Keynotes, talks and tutorials from EuroPython 2011 onwards. PyCon US 08 on YouTube Raw video of talks from the 2008 conference are available on YouTube. Because they're the raw video, presentation slides have not been edited into the recording and no cleanup of the audio has been done. The PSF The Python Software Foundation is the organization behind Python. Become a member of the PSF and help advance the software and our mission. ▲ Back to Top About Applications Quotes Getting Started Help Python Brochure Downloads All releases Source code Windows macOS Android Other Platforms License Alternative Implementations Documentation Docs Audio/Visual Talks Beginner's Guide FAQ Non-English Docs PEP Index Python Books Python Essays Community Diversity Mailing Lists IRC Forums PSF Annual Impact Report Python Conferences Special Interest Groups Python Logo Python Wiki Code of Conduct Community Awards Get Involved Shared Stories Success Stories Arts Business Education Engineering Government Scientific Software Development News Python News PSF Newsletter PSF News PyCon US News News from the Community Events Python Events User Group Events Python Events Archive User Group Events Archive Submit an Event Contributing Developer's Guide Issue Tracker python-dev list Core Mentorship Report a Security Issue ▲ Back to Top Help & General Contact Diversity Initiatives Submit Website Bug Status Copyright ©2001-2026. 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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 Core Close Follow User actions Ben Halpern A Canadian software developer who thinks he’s funny. Location NY Joined Joined on Dec 27, 2015 Email address ben@forem.com Personal website http://benhalpern.com github website twitter website Education Mount Allison University Pronouns He/him Work Co-founder at Forem 10,000 Thumbs Up Milestone Awarded for giving 10,000 thumbs ups (👍) to a variety of posts across DEV. This is a mod-exclusive badge. Got it Close 15 Top 7 Awarded for having a post featured in the weekly "must-reads" list. 🙌 Got it Close #Discuss Awarded for sharing the top weekly post under the #discuss tag. Got it Close 24 Week Community Wellness Streak You're a consistent community enthusiast! Keep up the good work by posting at least 2 comments per week for 24 straight weeks. 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Experiment with lots. Currently learning Dabbling in all the technology needed to scale our site, on the human side and the computer side. Currently hacking on I'm working on this website that you're reading. It's fun. Post 34 posts published Comment 11082 comments written Tag 5 tags followed video_source_url in the API can now accept a youtube.com url Ben Halpern Ben Halpern Ben Halpern Follow Jul 7 '25 video_source_url in the API can now accept a youtube.com url 5 reactions Comments Add Comment 1 min read Want to connect with Ben Halpern? Create an account to connect with Ben Halpern. You can also sign in below to proceed if you already have an account. Create Account Already have an account? Sign in New bandcamp embed is live Ben Halpern Ben Halpern Ben Halpern Follow Jun 16 '25 New bandcamp embed is live # embeds 5 reactions Comments Add Comment 1 min read Moving billboard event counting into a background job Ben Halpern Ben Halpern Ben Halpern Follow Jun 4 '25 Moving billboard event counting into a background job # performance 5 reactions Comments Add Comment 1 min read "Listings" have been fully removed from Forem Core Ben Halpern Ben Halpern Ben Halpern Follow May 14 '25 "Listings" have been fully removed from Forem Core # listings # product # deprecation 20 reactions Comments 1 comment 1 min read A new space for discussions surrounding the Forem core open source project Ben Halpern Ben Halpern Ben Halpern Follow for The DEV Team May 8 '25 A new space for discussions surrounding the Forem core open source project # announcement 23 reactions Comments 9 comments 1 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 Forem Core — Discussing the core forem open source software project — features, bugs, performance, self-hosting. 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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 Serverless Follow Hide All computing — without servers! Create Post Posts Left menu 👋 Sign in for the ability to sort posts by relevant , latest , or top . Right menu Building a Serverless PHP Application with Bref, Symfony, and DynamoDB Session Management Rafael Bernard Araújo Rafael Bernard Araújo Rafael Bernard Araújo Follow Jan 13 Building a Serverless PHP Application with Bref, Symfony, and DynamoDB Session Management # php # bref # serverless # aws 1 reaction Comments Add Comment 19 min read Lambda Durable Functions: Building Workflows That Run for a Year Dinesh Kumar Elumalai Dinesh Kumar Elumalai Dinesh Kumar Elumalai Follow Jan 13 Lambda Durable Functions: Building Workflows That Run for a Year # aws # serverless # lambda # programming Comments Add Comment 6 min read A Real-World Serverless Appointment Booking Backend on AWS Bernard Chika Uwaezuoke Bernard Chika Uwaezuoke Bernard Chika Uwaezuoke Follow Jan 12 A Real-World Serverless Appointment Booking Backend on AWS # aws # lambda # programming # serverless Comments Add Comment 10 min read AWS Lambda: The Serverless Engine Powering Cloud Automation Omkar Sharma Omkar Sharma Omkar Sharma Follow Jan 12 AWS Lambda: The Serverless Engine Powering Cloud Automation # automation # aws # serverless 5 reactions Comments Add Comment 3 min read Measuring What Matters: Adding Multiple Dimension Sets to AWS Lambda Powertools Michael Uanikehi Michael Uanikehi Michael Uanikehi Follow Jan 12 Measuring What Matters: Adding Multiple Dimension Sets to AWS Lambda Powertools # observability # aws # serverless # opensource Comments Add Comment 4 min read ⚡ AWS 133: Going Serverless - Deploying Your First AWS Lambda Function Hritik Raj Hritik Raj Hritik Raj Follow Jan 13 ⚡ AWS 133: Going Serverless - Deploying Your First AWS Lambda Function # aws # lambda # serverless # 100daysofcloud Comments Add Comment 3 min read Self-Scheduling Recurring Cloud Tasks (with Terraform + Python code) Charlotte Towell Charlotte Towell Charlotte Towell Follow Jan 12 Self-Scheduling Recurring Cloud Tasks (with Terraform + Python code) # googlecloud # terraform # python # serverless Comments Add Comment 3 min read 🎓 Building an AI-Powered Study Buddy with AWS (Bedrock + Lambda) Basel Mohamed Alam Basel Mohamed Alam Basel Mohamed Alam Follow Jan 12 🎓 Building an AI-Powered Study Buddy with AWS (Bedrock + Lambda) # ai # aws # serverless # tutorial Comments Add Comment 5 min read What I Learned Using Specification-Driven Development with Kiro Firdaws Aboulaye Firdaws Aboulaye Firdaws Aboulaye Follow for AWS Community Builders Jan 12 What I Learned Using Specification-Driven Development with Kiro # aws # serverless # kiro 5 reactions Comments Add Comment 5 min read I have an idea I wanted to share with you all. PRAS Samin PRAS Samin PRAS Samin Follow Jan 12 I have an idea I wanted to share with you all. # redis # backend # opensource # serverless Comments Add Comment 1 min read Day 16: Creating a fast JSON API with AWS Lambda and HTTP API. Eric Rodríguez Eric Rodríguez Eric Rodríguez Follow Jan 12 Day 16: Creating a fast JSON API with AWS Lambda and HTTP API. # aws # api # serverless # python Comments Add Comment 1 min read LINE OA Travel Assistant Chatbot: Golang, Cloud Functions, Gemini Pro, Firebase Evan Lin Evan Lin Evan Lin Follow Jan 11 LINE OA Travel Assistant Chatbot: Golang, Cloud Functions, Gemini Pro, Firebase # gemini # serverless # go # tutorial Comments Add Comment 3 min read Building a Travel Assistant LINE Chatbot with Cloud Functions, Firebase, and Gemini Pro Vision Evan Lin Evan Lin Evan Lin Follow Jan 11 Building a Travel Assistant LINE Chatbot with Cloud Functions, Firebase, and Gemini Pro Vision # gemini # serverless # python # tutorial Comments Add Comment 5 min read [Golang][GCP] Cleaning Up Artifact Registry Space Caused by Cloud Run Evan Lin Evan Lin Evan Lin Follow Jan 11 [Golang][GCP] Cleaning Up Artifact Registry Space Caused by Cloud Run # serverless # cloud # go # devops Comments Add Comment 1 min read LangChain on Cloud Run: Getting YouTube Info Evan Lin Evan Lin Evan Lin Follow Jan 11 LangChain on Cloud Run: Getting YouTube Info # serverless # llm # python # tutorial Comments Add Comment 4 min read [Golang][GCP] Firebase Database on Cloud Functions: Tips and Pitfalls Evan Lin Evan Lin Evan Lin Follow Jan 11 [Golang][GCP] Firebase Database on Cloud Functions: Tips and Pitfalls # database # serverless # cloud # go Comments Add Comment 3 min read Cloud 101 with AWS: From Concepts to a Real Serverless App Warda Liaqat Warda Liaqat Warda Liaqat Follow Jan 11 Cloud 101 with AWS: From Concepts to a Real Serverless App # aws # cloudcomputing # serverless # ai 1 reaction Comments Add Comment 2 min read Setting Up Your Own Linux Server with Hetzner: A Technical Guide ITpraktika.com ITpraktika.com ITpraktika.com Follow Jan 11 Setting Up Your Own Linux Server with Hetzner: A Technical Guide # linux # devops # serverless # tutorial Comments Add Comment 6 min read How I Built a Real API Gateway Using Cloudflare Workers (And Why It Matters) Shafqat Awan Shafqat Awan Shafqat Awan Follow Jan 11 How I Built a Real API Gateway Using Cloudflare Workers (And Why It Matters) # architecture # api # tutorial # serverless Comments Add Comment 2 min read Why Fast Page Loads Don’t Always Mean Fast User Experience ar abid ar abid ar abid Follow Jan 11 Why Fast Page Loads Don’t Always Mean Fast User Experience # performance # webdev # javascript # serverless 1 reaction Comments Add Comment 2 min read When Should You Use AWS Lambda? A Beginner's Perspective Sahinur Sahinur Sahinur Follow Jan 11 When Should You Use AWS Lambda? A Beginner's Perspective # aws # serverless # beginners # lambda Comments Add Comment 5 min read 🔥 This AWS Lambda Update Changes Everything (Durable Functions) Ali Zgheib Ali Zgheib Ali Zgheib Follow Jan 10 🔥 This AWS Lambda Update Changes Everything (Durable Functions) # aws # lambda # serverless # cloud 5 reactions Comments Add Comment 6 min read COST EFFECTIVE AI IN GCP Aparna Pradhan Aparna Pradhan Aparna Pradhan Follow Jan 10 COST EFFECTIVE AI IN GCP # ai # cloudcomputing # gemini # serverless Comments Add Comment 2 min read Day 14: Scheduling AWS Lambda with EventBridge (The Serverless Cron). Eric Rodríguez Eric Rodríguez Eric Rodríguez Follow Jan 9 Day 14: Scheduling AWS Lambda with EventBridge (The Serverless Cron). # aws # serverless # automation # devops Comments Add Comment 1 min read Is your monitoring testing strategy chaos? Simon Hanmer Simon Hanmer Simon Hanmer Follow for AWS Community Builders Jan 8 Is your monitoring testing strategy chaos? # monitoring # chaosengineering # fis # serverless Comments Add Comment 5 min read loading... trending guides/resources How I Built an AI Terraform Review Agent on Serverless AWS AWS Lambda Durable Functions: Build Workflows That Last 9 Launches from re:Invent Season I'm Excited About (so far!) Why Edge Computing Forced Me to Write Better Code (And Why That's the Future) Building a Production-Ready Text-to-Text API with AWS Bedrock, Lambda & API Gateway Hands-On with AWS Lambda Durable Functions & Callback ⚡⏳🚀 - (Let's Build 🏗️ Series) Developing AWS Lambda Durable Functions with AWS SAM Triggering Long Jobs in Cloudflare Workers AWS Durable Functions vs Step Functions: Is Code-First Orchestration the New Standard? AWS IAM Outbound OIDC with Google Cloud Identity Pool Adding Queue and Cron Handlers to Your Cloudflare Worker (Part 2) The Replay Model: How AWS Lambda Durable Functions Actually Work Amazon Bedrock AgentCore Gateway - Part 5 Adding API Gateway REST API as a target for Amazon Bedr... Building a Serverless Data Analytics Pipeline with AWS: Premier League Dashboard Testing Cloudflare Workers Locally: Queues, Cron, and HTTP (Part 3) How when AWS was down, we were not New AWS Lambda Durable Functions – Do they replace Step Functions? Building a Production-Ready Webhook Delivery System in 5 Minutes Complete Tutorial: Streaming Agents on AWS The Myth of ‘Just Connect Lambda to RDS’ 💎 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 | 2026-01-13T08:49:00 |
https://www.highlight.io/docs/getting-started/server/python/fastapi | FastAPI Star us on GitHub Star Docs Sign in Sign up Getting Started Getting Started with Highlight Fullstack Mapping Browser React.js Next.js Remix Vue.js Angular Gatsby.js SvelteKit Electron highlight.run SDK Overview Canvas & WebGL Console Messages Content-Security-Policy Identifying Users iframe Recording Monkey Patches Browser OpenTelemetry Persistent Asset Storage Privacy Proxying Highlight React.js Error Boundary Recording Network Requests and Responses Recording WebSocket Events Salesforce Lightning Web Components (LWC) Data Export Sourcemap Configuration Tracking Events Troubleshooting Upgrading Highlight Versioning Sessions & Errors Other React Native (beta) Server Go Overview chi Echo Fiber Gin GORM gqlgen Logrus Manual Tracing gorilla mux JS Overview Apollo AWS Lambda Cloudflare Workers Express.js Firebase Hono Nest.js Next.js Node.js Pino tRPC Winston Python Overview AWS Lambda Azure Functions Django FastAPI Flask Google Cloud Functions Loguru Other Frameworks Python AI / LLM Libraries Python Libraries Ruby Overview Other Frameworks Ruby on Rails Rust Overview actix-web No Framework Hosting Providers Overview Metrics in AWS Logging in AWS Logging in Azure Fly.io NATS Log Shipper Logging in GCP Heroku Log Drain Render Log Stream Logging in Trigger.dev Vercel Log Drain Elixir Overview Elixir App Java: All Frameworks PHP: All Frameworks C# .NET ASP C# .NET 4 ASP Docker / Docker Compose File Fluent Forward curl OpenTelemetry Protocol (OTLP) Syslog RFC5424 Systemd / Journald Native OpenTelemetry Overview Error Monitoring Logging Tracing Browser Instrumentation Metrics Fullstack Frameworks Overview Next.js Fullstack Overview Next.js Page Router Guide Next.js App Router Guide Edge Runtime Advanced Config Remix Walkthrough Self Host & Local Dev Overview Development deployment guide. Integrations Microsoft Teams self-hosted Hobby deployment guide. Traefik SSL Proxying. Menu Highlight Docs Welcome to highlight.io Get Started Roadmap Company Values Compliance & Security Open Source Contributing Overview GraphQL Backend Frontend (app.highlight.io) Landing Site (highlight.io) Documentation End to End SDK Example Apps Adding an SDK Application Architecture GitHub Code Spaces Code Style Good First Issues Self-hosting Self-hosted [Dev] Self-hosted [Hobby] Self-hosted [Enterprise] Telemetry Our Competitors Product Philosophy Product Features Session Replay Overview Canvas & Iframe Dev-tool Window Recording Tracking Users & Recording Events Filtering Sessions GraphQL Live Mode Performance Impact Player Session Caching Rage Clicks Request Proxying Session Search Extracting the Session URL Session Search Deep Linking Shadow Dom + Web Components Error Monitoring Overview Enhancing Errors with GitHub Error Search Filtering Errors Grouping Errors Managing Errors Manually Reporting Errors Sourcemaps General Features Overview Alerts Comments Digests Environments Search Segments Services Webhooks Logging Overview Log Alerts Log Search Tracing Overview Trace Search Dashboards Overview Dashboard Management Metrics Tutorials Service Latency Web Vitals & Page Speed User Engagement User Analytics Graphing Drilldown Event Search Dashboard Variables SQL Editor Metrics (beta) Overview Frequently Asked Questions. Integrations Integrations Overview Amplitude Integration ClickUp Integration Discord Integration Electron Support Front Integration GitHub Integration Grafana Integration Overview Setup Dashboards Alerts Height Integration Intercom Integration Jira Integration LaunchDarkly Integration Linear Integration Mixpanel Integration Nuxt Integration Pendo Integration Segment Integration Slack Integration Vercel Integration WordPress Plugin Highlight.io Changelog Overview Changelog 12 (02/17) Changelog 13 (02/24) Changelog 14 (03/03) Changelog 15 (03/11) Changelog 16 (03/19) Changelog 17 (04/07) Changelog 18 (04/26) Changelog 19 (05/22) Changelog 20 (06/06) Changelog 21 (06/21) Changelog 22 (08/07) Changelog 23 (08/22) Changelog 24 (09/11) Changelog 25 (10/03) Changelog 26 (11/08) Changelog 27 (12/22) Changelog 28 (3/6) Changelog 29 (4/2) Getting Started Getting Started with Highlight Fullstack Mapping Browser React.js Next.js Remix Vue.js Angular Gatsby.js SvelteKit Electron highlight.run SDK Overview Canvas & WebGL Console Messages Content-Security-Policy Identifying Users iframe Recording Monkey Patches Browser OpenTelemetry Persistent Asset Storage Privacy Proxying Highlight React.js Error Boundary Recording Network Requests and Responses Recording WebSocket Events Salesforce Lightning Web Components (LWC) Data Export Sourcemap Configuration Tracking Events Troubleshooting Upgrading Highlight Versioning Sessions & Errors Other React Native (beta) Server Go Overview chi Echo Fiber Gin GORM gqlgen Logrus Manual Tracing gorilla mux JS Overview Apollo AWS Lambda Cloudflare Workers Express.js Firebase Hono Nest.js Next.js Node.js Pino tRPC Winston Python Overview AWS Lambda Azure Functions Django FastAPI Flask Google Cloud Functions Loguru Other Frameworks Python AI / LLM Libraries Python Libraries Ruby Overview Other Frameworks Ruby on Rails Rust Overview actix-web No Framework Hosting Providers Overview Metrics in AWS Logging in AWS Logging in Azure Fly.io NATS Log Shipper Logging in GCP Heroku Log Drain Render Log Stream Logging in Trigger.dev Vercel Log Drain Elixir Overview Elixir App Java: All Frameworks PHP: All Frameworks C# .NET ASP C# .NET 4 ASP Docker / Docker Compose File Fluent Forward curl OpenTelemetry Protocol (OTLP) Syslog RFC5424 Systemd / Journald Native OpenTelemetry Overview Error Monitoring Logging Tracing Browser Instrumentation Metrics Fullstack Frameworks Overview Next.js Fullstack Overview Next.js Page Router Guide Next.js App Router Guide Edge Runtime Advanced Config Remix Walkthrough Self Host & Local Dev Overview Development deployment guide. Integrations Microsoft Teams self-hosted Hobby deployment guide. Traefik SSL Proxying. Docs Home SDK Client SDK API Reference Cloudflare Worker SDK API Reference Go SDK API Reference Hono SDK API Reference Java SDK API Reference Next.JS SDK API Reference Node.JS SDK API Reference Python SDK API Reference Ruby SDK API Reference Rust SDK API Reference Docs / Getting Started / Server / Python / FastAPI Using highlight.io with Python FastAPI Learn how to set up highlight.io on your Python FastAPI backend API. 1 Configure client-side Highlight. (optional) If you're using Highlight on the frontend for your application, make sure you've initialized it correctly and followed the fullstack mapping guide . 2 Install the highlight-io python package. Download the package from pypi and save it to your requirements. If you use a zip or s3 file upload to publish your function, you will want to make sure highlight-io is part of the build. poetry add highlight-io # or with pip pip install highlight-io 3 Initialize the Highlight SDK. Setup the SDK to with the FastAPI integration. from fastapi import FastAPI, Request import highlight_io from highlight_io.integrations.fastapi import FastAPIMiddleware # `instrument_logging=True` sets up logging instrumentation. # if you do not want to send logs or are using `loguru`, pass `instrument_logging=False` H = highlight_io.H( "<YOUR_PROJECT_ID>", instrument_logging=True, service_name="my-app", service_version="git-sha", environment="production", ) app = FastAPI() app.add_middleware(FastAPIMiddleware) 4 Verify your installation. Check that your installation is valid by throwing an error. Add the following code to your FastAPI app and start the FastAPI server. Visit http://127.0.0.1:5000/hello in your browser. You should see a DivideByZero error in the Highlight errors page within a few moments. from fastapi import FastAPI, Request import highlight_io from highlight_io.integrations.fastapi import FastAPIMiddleware # `instrument_logging=True` sets up logging instrumentation. # if you do not want to send logs or are using `loguru`, pass `instrument_logging=False` H = highlight_io.H( "<YOUR_PROJECT_ID>", instrument_logging=True, service_name="my-app", service_version="git-sha", environment="production", ) app = FastAPI() app.add_middleware(FastAPIMiddleware) @app.get("/") async def root(request: Request): return {"message": f"This might not be a great idea {5 / 0}"} 5 Verify your backend logs are being recorded. Visit the highlight logs portal and check that backend logs are coming in. 6 Verify your backend traces are being recorded. Visit the highlight traces portal and check that backend traces are coming in. Django Flask [object Object] | 2026-01-13T08:49:00 |
https://docs.suprsend.com/docs/email | Email Template - 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 Channel Editors Email Template Documentation API Reference Management API CLI Reference Developer Resources Changelog Documentation API Reference Management API CLI Reference Developer Resources Changelog Channel Editors Email Template OpenAI Open in ChatGPT How to design email template using either drag and drop editor or code editor. OpenAI Open in ChatGPT Design Template You can start designing beautiful HTML email with the drag & drop tool provided. You can add variables with Handlebarsjs language. The email template has 3 parts - Body (permanent background), Blocks (each block contains different types of content), Content (add Heading, Images, buttons, tables here). The email designed is responsive, you can see how the template looks on desktop and mobile by clicking on preview bar in bottom left corner. To add other details (subject, from name, from email, reply to and email markup) click on ‘ Other Email Settings ’. To adjust the width of your email template for desktop viewing, go to Body → Content Width option and adjust the width value as needed. Email fields description Field Description Subject Small text box. Use handlebarsjs to add variables From Name Display name which tells recipient who sent the email From Email Domain name must be registered with the vendor Reply To Domain name must be registered with the vendor cc Optional List of email ids. It is not a part of email design. To be sent with Events data or from Workflow Triggered by API bcc Optional List of email ids. It is not a part of email design. To be sent with Events data or from Workflow Triggered by API Attachment Optional Not a part of email design. To be sent as a parameters when Workflow is triggered from Backend . Email Markup Optional Schema.org markup which allows to add actions in the email itself. Events, tickets, delivery, one click actions, highlights can be sent in email. Use handlebarsjs to add variables. How to add email markup in email template What is Email Markup? Google has introduced schema.org markup which lets your Gmail recipients take actions on email itself. You can check here the list of actions and the sample schema.org that Google allows. Eligibility for sending Email Markups Before you start sending email markups, you must [ Register with Google ] Make sure to go through the Google Registration Guidelines to make sure your application is successful. Google however allows you to test Markups when you send from and receive email on the same account (e.g. from [email protected] to [email protected] Using Markup on SuprSend To use Email Markup on SuprSend, you can add your schema in ‘Other Email Settings’. You can take sample schema for your use case from Google reference guide You can add variables in the schema with handlebarsjs language When you are in testing phase and your markup request is not approved by Google, make sure your Sender Email id is the same as Recipient Email id. Please note that to send an email, you will need to integrate an Email vendor with SuprSend. Please visit the ‘Vendor Integration Guideline’ section to see vendors list and how to integrate them. Adding dynamic content in email There will always be the case where you would be required to add dynamic content to a template, so as to personalise it for your users. To achieve this, you can add variables in the template, which will be replaced with the dynamic content at the time of sending email. To send actual values to replace variables at the time of communication trigger, use one of our frontend or backend SDKs. Here is a step by step guide on how to add dynamic content in a template: 1 Declaring Variables in the global 'Variables' button: If you are at this stage, it is assumed that you have declared the variables along with sample values in the global Mock data button. To see how to declare variables before using them in designing templates, refer to this section in the Templates documentation . 2 Using variables in the templates: Once the variables are declared, you can use them while designing template for any channel. We support handlebarsjs to add variables in the template. As a general rule, all the variables have to be entered within double curly brackets: `{{variable_name}} Below are some examples of how to enter variables in the template design. For illustration, we are using the same sample variable names that we declared in the ‘Templates’ section: To enter a nested variable, enter in the format {{var1.var2.var3}} . e.g. to refer to city in the example above, you need to enter {{event.location.city}} If you have any space in the variable name, enclose it in square bracket {{event.[first name]}} To add array names, you need to use an email functionality called Merge Tags . Scroll below to the Merge Tags section. Auto-suggestions in email If you have defined the variables before hand, they will come as auto-suggestions. This will remove the chances of error like variable mismatch at the time of template rendering. You can get auto-suggestions when you type a curly bracket { , or you can use a functionality called ‘Merge Tags’. Variable Suggestions on typing '{' Merge Tags Merge tags allow end-users to dynamically add content to their email. Merge tags can be inserted into a block of text by clicking on the “Merge Tags” button in the text editor toolbar. The button is not shown if no variables are defined in the global Variables button. This is how ‘Merge Tags’ looks when you click on a Content block. Adding array elements In email, there is a difference on how to add array elements in the template, which can be used to send a list of items which could be dynamic in nature. If you have noticed, you do not get array elements in the drop-down suggestion when you type { In order to add array element, you will be required to necessarily use a functionality called Merge Tags . Follow these steps to add variable for array element in an email template: 1 Write an Array Object as per the sample below: Declare an array object in the Variables button. Below is a sample of variables defined. Note that variable array has a list of product items, with product_name, product_image, and product_price as array properties. Save it. 2 Pick a Row of your choice: Select a Row in which you want to add dynamic content of an array. You will see an additional button on the bottom left corner. 3 Select the arrays you want to add: When you click on it, you will see the list of all arrays that you have declared in the global Variables button. Select the array whose variables you want to add in the row. On associating an array element with the Row, you will see the color of selected row change to Green. 4 Select the variables of choice: Once selected, you will start seeing the array elements variables in the auto-suggestions. (You can type { or click on ‘Merge Tags’ to get the suggestion values). Select the desired variable, and the row will be repeated for all the elements that come at the time of email trigger. Display email blocks based on condition There can be a case where you would want to show or hide some content in the template based on a condition. To achieve this, you can add a display condition on a block and only show the content of that block to the users who satisfy the given condition. One such example could be to show branding watermarks in email templates to free users and not show them to paid users. Here’s how you can add display condition to an email block: 1 Add a block and add the relevant content on which you would want to apply the condition. Display condition can only be applied at a content block level. So, please ensure that you create a separate block for the content that you want to add display condition on 2 Select the block and click on the 'Display Conditions' checkbox from quick content settings or the right-hand side content settings 3 Add the condition in the editor and click on 'Create new condition' Add a relevant name and description to the condition. You can add condition in this format (condition <key> "==" <value>) . You can use any of the supported conditional operators in the conditional statement Once the display condition is created, you can use the same display condition across multiple content blocks. Supported conditional operators Operator Returns truthy when Sample Statement == LHS equals RHS 1 == “1” === LHS value as well as data type matches with RHS 1 === 1 > LHS is greater than RHS 2 > 1 \< LHS is less than RHS 1 < 2 >= LHS is greater than equals to RHS 2 >= 2 or 3 >= 2 \<= LHS is less than equals to RHS 2 <= 2 or 1 <= 2 != LHS is not equals RHS 3 != 1 !== LHS value or data type does not equal RHS 1 !== “1” OR condition For cases where your condition looks like users belonging to New York or Chicago , you can add or operator in your display condition. The block will be displayed if one of the conditions is true. Conditional statement for above example will look like this: (or (condition city ”==” “New York”) (condition city ”==” “Chicago”)) You can add as many conditions in the or statement as you want. AND condition For cases where your condition looks like users with monthly billing >= 100$ and yearly billing >= 1000$ , you can add and operator in your display condition. The block will be displayed if all the conditions in and statement are true. Conditional statement for above example will look like this: (and (condition monthly_bill ”>=” 100) (condition annual_bill ”>=” 1000)) You can add as many conditions in the and statement as you want. Email Preview You will be able to see the sample values in the Preview section, as well as in the Live version when you publish a draft. If you cannot see your variable being rendered with the sample value, check one of the following: Make sure you have entered the variable name and the sample value in the Variables button. Make sure you have entered the correct variable name in the template, as per the handlebarsjs guideline. At the time of sending communication, if there is a variable present in the template whose value is not rendered due to mismatch or missing, SuprSend will simply discard the template and not send that particular notification to your user. Please note that the rest of the templates will be sent. e.g. If there is an error in rendering Android Push template, but email template is successfully rendered, Android Push notification will not be triggered, but email notification will be triggered by SuprSend. Frequently Asked Questions I have added some HTML content in my template and the rendered email on my email client (gmail, outlook) is different from the preview shown in the editor. Email clients strip some HTML tags related to styling to script while rendering the email as it may pose security risks. You can use alternative tags to achieve similar output. You can check the supported tags in each email client here . Was this page helpful? Yes No Suggest edits Raise issue Previous In-App Inbox Template How to design Inbox template with customisation options like action buttons, tags, pinning, and expiry. Next ⌘ I x github linkedin youtube Powered by On this page Design Template Email fields description Adding dynamic content in email Auto-suggestions in email Merge Tags Adding array elements Display email blocks based on condition Supported conditional operators Email Preview Frequently Asked Questions | 2026-01-13T08:49:00 |
https://www.highlight.io/docs/general/product-features/general-features/environments | Environments Star us on GitHub Star Docs Sign in Sign up General Docs Welcome to highlight.io Get Started Roadmap Company Values Compliance & Security Open Source Contributing Overview GraphQL Backend Frontend (app.highlight.io) Landing Site (highlight.io) Documentation End to End SDK Example Apps Adding an SDK Application Architecture GitHub Code Spaces Code Style Good First Issues Self-hosting Self-hosted [Dev] Self-hosted [Hobby] Self-hosted [Enterprise] Telemetry Our Competitors Product Philosophy Product Features Session Replay Overview Canvas & Iframe Dev-tool Window Recording Tracking Users & Recording Events Filtering Sessions GraphQL Live Mode Performance Impact Player Session Caching Rage Clicks Request Proxying Session Search Extracting the Session URL Session Search Deep Linking Shadow Dom + Web Components Error Monitoring Overview Enhancing Errors with GitHub Error Search Filtering Errors Grouping Errors Managing Errors Manually Reporting Errors Sourcemaps General Features Overview Alerts Comments Digests Environments Search Segments Services Webhooks Logging Overview Log Alerts Log Search Tracing Overview Trace Search Dashboards Overview Dashboard Management Metrics Tutorials Service Latency Web Vitals & Page Speed User Engagement User Analytics Graphing Drilldown Event Search Dashboard Variables SQL Editor Metrics (beta) Overview Frequently Asked Questions. Integrations Integrations Overview Amplitude Integration ClickUp Integration Discord Integration Electron Support Front Integration GitHub Integration Grafana Integration Overview Setup Dashboards Alerts Height Integration Intercom Integration Jira Integration LaunchDarkly Integration Linear Integration Mixpanel Integration Nuxt Integration Pendo Integration Segment Integration Slack Integration Vercel Integration WordPress Plugin Highlight.io Changelog Overview Changelog 12 (02/17) Changelog 13 (02/24) Changelog 14 (03/03) Changelog 15 (03/11) Changelog 16 (03/19) Changelog 17 (04/07) Changelog 18 (04/26) Changelog 19 (05/22) Changelog 20 (06/06) Changelog 21 (06/21) Changelog 22 (08/07) Changelog 23 (08/22) Changelog 24 (09/11) Changelog 25 (10/03) Changelog 26 (11/08) Changelog 27 (12/22) Changelog 28 (3/6) Changelog 29 (4/2) Menu Highlight Docs Welcome to highlight.io Get Started Roadmap Company Values Compliance & Security Open Source Contributing Overview GraphQL Backend Frontend (app.highlight.io) Landing Site (highlight.io) Documentation End to End SDK Example Apps Adding an SDK Application Architecture GitHub Code Spaces Code Style Good First Issues Self-hosting Self-hosted [Dev] Self-hosted [Hobby] Self-hosted [Enterprise] Telemetry Our Competitors Product Philosophy Product Features Session Replay Overview Canvas & Iframe Dev-tool Window Recording Tracking Users & Recording Events Filtering Sessions GraphQL Live Mode Performance Impact Player Session Caching Rage Clicks Request Proxying Session Search Extracting the Session URL Session Search Deep Linking Shadow Dom + Web Components Error Monitoring Overview Enhancing Errors with GitHub Error Search Filtering Errors Grouping Errors Managing Errors Manually Reporting Errors Sourcemaps General Features Overview Alerts Comments Digests Environments Search Segments Services Webhooks Logging Overview Log Alerts Log Search Tracing Overview Trace Search Dashboards Overview Dashboard Management Metrics Tutorials Service Latency Web Vitals & Page Speed User Engagement User Analytics Graphing Drilldown Event Search Dashboard Variables SQL Editor Metrics (beta) Overview Frequently Asked Questions. Integrations Integrations Overview Amplitude Integration ClickUp Integration Discord Integration Electron Support Front Integration GitHub Integration Grafana Integration Overview Setup Dashboards Alerts Height Integration Intercom Integration Jira Integration LaunchDarkly Integration Linear Integration Mixpanel Integration Nuxt Integration Pendo Integration Segment Integration Slack Integration Vercel Integration WordPress Plugin Highlight.io Changelog Overview Changelog 12 (02/17) Changelog 13 (02/24) Changelog 14 (03/03) Changelog 15 (03/11) Changelog 16 (03/19) Changelog 17 (04/07) Changelog 18 (04/26) Changelog 19 (05/22) Changelog 20 (06/06) Changelog 21 (06/21) Changelog 22 (08/07) Changelog 23 (08/22) Changelog 24 (09/11) Changelog 25 (10/03) Changelog 26 (11/08) Changelog 27 (12/22) Changelog 28 (3/6) Changelog 29 (4/2) Getting Started Getting Started with Highlight Fullstack Mapping Browser React.js Next.js Remix Vue.js Angular Gatsby.js SvelteKit Electron highlight.run SDK Overview Canvas & WebGL Console Messages Content-Security-Policy Identifying Users iframe Recording Monkey Patches Browser OpenTelemetry Persistent Asset Storage Privacy Proxying Highlight React.js Error Boundary Recording Network Requests and Responses Recording WebSocket Events Salesforce Lightning Web Components (LWC) Data Export Sourcemap Configuration Tracking Events Troubleshooting Upgrading Highlight Versioning Sessions & Errors Other React Native (beta) Server Go Overview chi Echo Fiber Gin GORM gqlgen Logrus Manual Tracing gorilla mux JS Overview Apollo AWS Lambda Cloudflare Workers Express.js Firebase Hono Nest.js Next.js Node.js Pino tRPC Winston Python Overview AWS Lambda Azure Functions Django FastAPI Flask Google Cloud Functions Loguru Other Frameworks Python AI / LLM Libraries Python Libraries Ruby Overview Other Frameworks Ruby on Rails Rust Overview actix-web No Framework Hosting Providers Overview Metrics in AWS Logging in AWS Logging in Azure Fly.io NATS Log Shipper Logging in GCP Heroku Log Drain Render Log Stream Logging in Trigger.dev Vercel Log Drain Elixir Overview Elixir App Java: All Frameworks PHP: All Frameworks C# .NET ASP C# .NET 4 ASP Docker / Docker Compose File Fluent Forward curl OpenTelemetry Protocol (OTLP) Syslog RFC5424 Systemd / Journald Native OpenTelemetry Overview Error Monitoring Logging Tracing Browser Instrumentation Metrics Fullstack Frameworks Overview Next.js Fullstack Overview Next.js Page Router Guide Next.js App Router Guide Edge Runtime Advanced Config Remix Walkthrough Self Host & Local Dev Overview Development deployment guide. Integrations Microsoft Teams self-hosted Hobby deployment guide. Traefik SSL Proxying. Docs Home SDK Client SDK API Reference Cloudflare Worker SDK API Reference Go SDK API Reference Hono SDK API Reference Java SDK API Reference Next.JS SDK API Reference Node.JS SDK API Reference Python SDK API Reference Ruby SDK API Reference Rust SDK API Reference Docs / Highlight Docs / Product Features / Backend General Features / Environments Environments Environments can be assigned to sessions and errors by setting the environment option in H.init() . With the assignment, you can know search and filter sessions and errors based on the environment they come from. Environments are also used to determine whether Alerts are created. Example H.init('<YOUR_PROJECT_ID>', { environment: process.env.ENVIRONMENT, }) Digests Search Community / Support Suggest Edits? Follow us! [object Object] | 2026-01-13T08:49:00 |
https://www.highlight.io/docs/getting-started/browser/replay-configuration/sourcemaps | Sourcemap Configuration Star us on GitHub Star Docs Sign in Sign up Getting Started Getting Started with Highlight Fullstack Mapping Browser React.js Next.js Remix Vue.js Angular Gatsby.js SvelteKit Electron highlight.run SDK Overview Canvas & WebGL Console Messages Content-Security-Policy Identifying Users iframe Recording Monkey Patches Browser OpenTelemetry Persistent Asset Storage Privacy Proxying Highlight React.js Error Boundary Recording Network Requests and Responses Recording WebSocket Events Salesforce Lightning Web Components (LWC) Data Export Sourcemap Configuration Tracking Events Troubleshooting Upgrading Highlight Versioning Sessions & Errors Other React Native (beta) Server Go Overview chi Echo Fiber Gin GORM gqlgen Logrus Manual Tracing gorilla mux JS Overview Apollo AWS Lambda Cloudflare Workers Express.js Firebase Hono Nest.js Next.js Node.js Pino tRPC Winston Python Overview AWS Lambda Azure Functions Django FastAPI Flask Google Cloud Functions Loguru Other Frameworks Python AI / LLM Libraries Python Libraries Ruby Overview Other Frameworks Ruby on Rails Rust Overview actix-web No Framework Hosting Providers Overview Metrics in AWS Logging in AWS Logging in Azure Fly.io NATS Log Shipper Logging in GCP Heroku Log Drain Render Log Stream Logging in Trigger.dev Vercel Log Drain Elixir Overview Elixir App Java: All Frameworks PHP: All Frameworks C# .NET ASP C# .NET 4 ASP Docker / Docker Compose File Fluent Forward curl OpenTelemetry Protocol (OTLP) Syslog RFC5424 Systemd / Journald Native OpenTelemetry Overview Error Monitoring Logging Tracing Browser Instrumentation Metrics Fullstack Frameworks Overview Next.js Fullstack Overview Next.js Page Router Guide Next.js App Router Guide Edge Runtime Advanced Config Remix Walkthrough Self Host & Local Dev Overview Development deployment guide. Integrations Microsoft Teams self-hosted Hobby deployment guide. Traefik SSL Proxying. Menu Highlight Docs Welcome to highlight.io Get Started Roadmap Company Values Compliance & Security Open Source Contributing Overview GraphQL Backend Frontend (app.highlight.io) Landing Site (highlight.io) Documentation End to End SDK Example Apps Adding an SDK Application Architecture GitHub Code Spaces Code Style Good First Issues Self-hosting Self-hosted [Dev] Self-hosted [Hobby] Self-hosted [Enterprise] Telemetry Our Competitors Product Philosophy Product Features Session Replay Overview Canvas & Iframe Dev-tool Window Recording Tracking Users & Recording Events Filtering Sessions GraphQL Live Mode Performance Impact Player Session Caching Rage Clicks Request Proxying Session Search Extracting the Session URL Session Search Deep Linking Shadow Dom + Web Components Error Monitoring Overview Enhancing Errors with GitHub Error Search Filtering Errors Grouping Errors Managing Errors Manually Reporting Errors Sourcemaps General Features Overview Alerts Comments Digests Environments Search Segments Services Webhooks Logging Overview Log Alerts Log Search Tracing Overview Trace Search Dashboards Overview Dashboard Management Metrics Tutorials Service Latency Web Vitals & Page Speed User Engagement User Analytics Graphing Drilldown Event Search Dashboard Variables SQL Editor Metrics (beta) Overview Frequently Asked Questions. Integrations Integrations Overview Amplitude Integration ClickUp Integration Discord Integration Electron Support Front Integration GitHub Integration Grafana Integration Overview Setup Dashboards Alerts Height Integration Intercom Integration Jira Integration LaunchDarkly Integration Linear Integration Mixpanel Integration Nuxt Integration Pendo Integration Segment Integration Slack Integration Vercel Integration WordPress Plugin Highlight.io Changelog Overview Changelog 12 (02/17) Changelog 13 (02/24) Changelog 14 (03/03) Changelog 15 (03/11) Changelog 16 (03/19) Changelog 17 (04/07) Changelog 18 (04/26) Changelog 19 (05/22) Changelog 20 (06/06) Changelog 21 (06/21) Changelog 22 (08/07) Changelog 23 (08/22) Changelog 24 (09/11) Changelog 25 (10/03) Changelog 26 (11/08) Changelog 27 (12/22) Changelog 28 (3/6) Changelog 29 (4/2) Getting Started Getting Started with Highlight Fullstack Mapping Browser React.js Next.js Remix Vue.js Angular Gatsby.js SvelteKit Electron highlight.run SDK Overview Canvas & WebGL Console Messages Content-Security-Policy Identifying Users iframe Recording Monkey Patches Browser OpenTelemetry Persistent Asset Storage Privacy Proxying Highlight React.js Error Boundary Recording Network Requests and Responses Recording WebSocket Events Salesforce Lightning Web Components (LWC) Data Export Sourcemap Configuration Tracking Events Troubleshooting Upgrading Highlight Versioning Sessions & Errors Other React Native (beta) Server Go Overview chi Echo Fiber Gin GORM gqlgen Logrus Manual Tracing gorilla mux JS Overview Apollo AWS Lambda Cloudflare Workers Express.js Firebase Hono Nest.js Next.js Node.js Pino tRPC Winston Python Overview AWS Lambda Azure Functions Django FastAPI Flask Google Cloud Functions Loguru Other Frameworks Python AI / LLM Libraries Python Libraries Ruby Overview Other Frameworks Ruby on Rails Rust Overview actix-web No Framework Hosting Providers Overview Metrics in AWS Logging in AWS Logging in Azure Fly.io NATS Log Shipper Logging in GCP Heroku Log Drain Render Log Stream Logging in Trigger.dev Vercel Log Drain Elixir Overview Elixir App Java: All Frameworks PHP: All Frameworks C# .NET ASP C# .NET 4 ASP Docker / Docker Compose File Fluent Forward curl OpenTelemetry Protocol (OTLP) Syslog RFC5424 Systemd / Journald Native OpenTelemetry Overview Error Monitoring Logging Tracing Browser Instrumentation Metrics Fullstack Frameworks Overview Next.js Fullstack Overview Next.js Page Router Guide Next.js App Router Guide Edge Runtime Advanced Config Remix Walkthrough Self Host & Local Dev Overview Development deployment guide. Integrations Microsoft Teams self-hosted Hobby deployment guide. Traefik SSL Proxying. Docs Home SDK Client SDK API Reference Cloudflare Worker SDK API Reference Go SDK API Reference Hono SDK API Reference Java SDK API Reference Next.JS SDK API Reference Node.JS SDK API Reference Python SDK API Reference Ruby SDK API Reference Rust SDK API Reference Docs / Getting Started / Browser / highlight.run SDK / Sourcemap Configuration Sourcemap Configuration Should I continue reading? If you publicly deploy sourcemaps with your application then you do not need this guide. This guide is for applications that don't ship sourcemaps with their application. When debugging an error in highlight.io, it might be useful to get a stack trace from the original file in your codebase (rather than a minified file) to help understand what is going wrong. In order to do this, highlight.io needs access to the sourcemaps from your codebase. Sourcemaps can be sent to highlight.io in your CI/CD process. Sending Sourcemaps to highlight.io The highlight.io sourcemap-uploader can be used during your CI/CD process. Here's an example of using it: #!/bin/sh # Build the app yarn build # Upload sourcemaps to highlight.io # Add --appVersion "..." if you provide a version value in your H.init call. npx --yes @highlight-run/sourcemap-uploader upload --apiKey ${YOUR_ORG_API_KEY} --path ./build # Delete sourcemaps to prevent them from being deployed find build -name '*.js.map' -type f -delete # Deploy the app ./custom-deploy-script Sourcemap-uploader Arguments apiKey The API key for your project. You can find this in the project settings . path The path that highlight.io will use to send .map files. The default value is ./build . appVersion The version of your current deployment. Please provide the same version value as the value you provide for version in H.init() . This ensures that we're always using the same set of sourcemaps for your current bundle. If omitted, sourcemaps are uploaded as unversioned (make sure H.init() does not have a version option provided). Generating Sourcemaps To use the highlight.io sourcemap-uploader , you need to be generating sourcemaps for your project. Exactly how to do this depends on your target environment and javascript configuration. Bundlers like babel , webpack , esbuild , or rollup all provide different ways to enable sourcemap generation. Refer to documentation for your specific bundler to generate production-ready sourcemaps or reach out if you need more help! Electron App Sourcemaps Although your electron app configuration may vary, many will chose to use webpack to generate sourcemaps. Refer to the general webpack sourcemap documentation as well as this useful reference to configure your build. Data Export Tracking Events Community / Support Suggest Edits? Follow us! [object Object] | 2026-01-13T08:49:00 |
https://docs.suprsend.com/docs/sms-template | SMS Template - 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 Design Template Channel Editors Email Template In-App Inbox Template SMS Template Whatsapp Template Android Push Template iOS Push Template Web Push Template Slack Template Microsoft teams Template Testing the Template Handlebars Helpers Internationalization 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 Channel Editors SMS Template Documentation API Reference Management API CLI Reference Developer Resources Changelog Documentation API Reference Management API CLI Reference Developer Resources Changelog Channel Editors SMS Template OpenAI Open in ChatGPT How to design and publish SMS template. OpenAI Open in ChatGPT Design Template You can design SMS template on SuprSend with a simple form editor tool. You can add variables with Handlebarsjs language. You can check how the message will look in the preview section on the right side. The SMS template has 3 parts: Message type (Transactional, Promotional, Engagement), Header (template headers added in the SMS integration settings), Body (SMS template is added here). Once designed, you can save the SMS template by clicking on “Save” button. When you are ready, you can Publish Draft by providing a name to the version. This will create a version in ‘Pending Approval’ state. Every SMS template goes through an approval process, where the templates are submitted to the registered DLT portal for review, where the SMS is reviewed based on the DLT guidelines and SMS either gets approved or rejected. SuprSend handles the template approval process for you. All you have to do is create a template on SuprSend while following DLT template guidelines, and wait for the approval / rejection of template. Accordingly, the published template version’s state will move to Live or Rejected . Once the version goes Live , you can use the template to send to your users. SMS fields description Field Description Message Type There are 3 types of message - (1) Transactional - Service implicit or Informative messages which are triggered corresponding to a user’s action either done at the time of sending the message or based on past data. All other OTPs other than bank OTPs also fall in this category. e.g.- delivery updates, E-commerce website OTPs etc. (2) Promotional - All the marketing related messages where we have not taken any explicit consent from the user. e.g.- messages sent to promote or sell a product (3) Engagement - Service Explicit or Engagement messages which are triggered to re-engage the users back to platform like promoting new features and offers. e.g.- new feature promotion, discount offer messages to existing customers etc. Header Header should be registered with DLT. Separate headers would be there for all the message types Body SMS template added here should follow DLT template guidelines. Click here to view all DLT guidelines Please note that to send the SMS, you will need to integrate SMS vendor with SuprSend. Please visit the ‘Vendor Integration Guideline’ section to see vendors list and how to integrate them. Vendor Integration Required 📘 Please note that to send the SMS, you will need to integrate SMS vendor with SuprSend. Please visit the ‘Vendor Integration Guideline’ section to see vendors list and how to integrate them. Adding dynamic content in SMS There will always be the case where you would be required to add dynamic content to a template, so as to personalise it for your users. To achieve this, you can add variables in the template, which will be replaced with the dynamic content at the time of sending email. To send actual values to replace variables at the time of communication trigger, use one of our frontend or backend SDKs. Here is a step by step guide on how to add dynamic content in a template: 1 Declaring Variables in the global 'Mock data' button: If you are at this stage, it is assumed that you have declared the variables along with sample values in the global Mock data button. To see how to declare variables before using them in designing templates, refer to this section in the Templates documentation . 2 Using variables in the templates: Once the variables are declared, you can use them while designing template for any channel. We support handlebarsjs to add variables in the template. As a general rule, all the variables have to be entered within double curly brackets: {{variable\_name}} If you have declared the variables and added sample data in the global Mock data button, then they will come as auto-suggestions when you type a curly bracket { . This will remove the chances of error like variable mismatch at the time of template rendering. Note that you will be able to enter a variable name even when you have not declared it inside the Variables button. To manually enter the variable name, follow the handlerbarsjs guide here . Below are some examples of how to enter variables in the template design. For illustration, we are using the same sample variable names that we declared in the Templates section: json Copy Ask AI { "array" : [ { "product_name" : "Aldo Sling Bag" , "product_price" : "3,950.00" }, { "product_name" : "Clarles & Keith Women Slipper, Biege, 38UK" , "product_price" : "2,549.00" }, { "product_name" : "RayBan Sunglasses" , "product_price" : "7,899.00" } ], "event" : { "location" : { "city" : "Bangalore" , "state" : "KA" }, "order_id" : "11200123" , "first_name" : "Nikita" }, "product_page" : "https://www.suprsend.com" } To enter a nested variable, enter in the format {{var1.var2.var3}} . Eg. to refer to city in the example above, you need to enter {{event.location.city}} If you have any space in the variable name, enclose it in square bracket {{event.[first name]}} To refer to an array element, enter in format {{var1.[index].var2}} . Eg. to refer to product_name of the first element of the array array , enter {{array.[0].product_name}} At the time of sending communication, if there is a variable present in the template whose value is not rendered due to mismatch or missing, SuprSend will simply discard the template and not send that particular notification to your user. Please note that the rest of the templates will be sent. Eg. if there is an error in rendering Android Push template, but SMS template is successfully rendered, Android Push notification will not be triggered, but SMS notification will be triggered by SuprSend. Was this page helpful? Yes No Suggest edits Raise issue Previous Whatsapp Template How to design whatsapp template using form editor. Next ⌘ I x github linkedin youtube Powered by On this page Design Template SMS fields description Adding dynamic content in SMS | 2026-01-13T08:49:00 |
https://www.highlight.io/docs/general/product-features/general-features/overview | General Features Star us on GitHub Star Docs Sign in Sign up General Docs Welcome to highlight.io Get Started Roadmap Company Values Compliance & Security Open Source Contributing Overview GraphQL Backend Frontend (app.highlight.io) Landing Site (highlight.io) Documentation End to End SDK Example Apps Adding an SDK Application Architecture GitHub Code Spaces Code Style Good First Issues Self-hosting Self-hosted [Dev] Self-hosted [Hobby] Self-hosted [Enterprise] Telemetry Our Competitors Product Philosophy Product Features Session Replay Overview Canvas & Iframe Dev-tool Window Recording Tracking Users & Recording Events Filtering Sessions GraphQL Live Mode Performance Impact Player Session Caching Rage Clicks Request Proxying Session Search Extracting the Session URL Session Search Deep Linking Shadow Dom + Web Components Error Monitoring Overview Enhancing Errors with GitHub Error Search Filtering Errors Grouping Errors Managing Errors Manually Reporting Errors Sourcemaps General Features Overview Alerts Comments Digests Environments Search Segments Services Webhooks Logging Overview Log Alerts Log Search Tracing Overview Trace Search Dashboards Overview Dashboard Management Metrics Tutorials Service Latency Web Vitals & Page Speed User Engagement User Analytics Graphing Drilldown Event Search Dashboard Variables SQL Editor Metrics (beta) Overview Frequently Asked Questions. Integrations Integrations Overview Amplitude Integration ClickUp Integration Discord Integration Electron Support Front Integration GitHub Integration Grafana Integration Overview Setup Dashboards Alerts Height Integration Intercom Integration Jira Integration LaunchDarkly Integration Linear Integration Mixpanel Integration Nuxt Integration Pendo Integration Segment Integration Slack Integration Vercel Integration WordPress Plugin Highlight.io Changelog Overview Changelog 12 (02/17) Changelog 13 (02/24) Changelog 14 (03/03) Changelog 15 (03/11) Changelog 16 (03/19) Changelog 17 (04/07) Changelog 18 (04/26) Changelog 19 (05/22) Changelog 20 (06/06) Changelog 21 (06/21) Changelog 22 (08/07) Changelog 23 (08/22) Changelog 24 (09/11) Changelog 25 (10/03) Changelog 26 (11/08) Changelog 27 (12/22) Changelog 28 (3/6) Changelog 29 (4/2) Menu Highlight Docs Welcome to highlight.io Get Started Roadmap Company Values Compliance & Security Open Source Contributing Overview GraphQL Backend Frontend (app.highlight.io) Landing Site (highlight.io) Documentation End to End SDK Example Apps Adding an SDK Application Architecture GitHub Code Spaces Code Style Good First Issues Self-hosting Self-hosted [Dev] Self-hosted [Hobby] Self-hosted [Enterprise] Telemetry Our Competitors Product Philosophy Product Features Session Replay Overview Canvas & Iframe Dev-tool Window Recording Tracking Users & Recording Events Filtering Sessions GraphQL Live Mode Performance Impact Player Session Caching Rage Clicks Request Proxying Session Search Extracting the Session URL Session Search Deep Linking Shadow Dom + Web Components Error Monitoring Overview Enhancing Errors with GitHub Error Search Filtering Errors Grouping Errors Managing Errors Manually Reporting Errors Sourcemaps General Features Overview Alerts Comments Digests Environments Search Segments Services Webhooks Logging Overview Log Alerts Log Search Tracing Overview Trace Search Dashboards Overview Dashboard Management Metrics Tutorials Service Latency Web Vitals & Page Speed User Engagement User Analytics Graphing Drilldown Event Search Dashboard Variables SQL Editor Metrics (beta) Overview Frequently Asked Questions. Integrations Integrations Overview Amplitude Integration ClickUp Integration Discord Integration Electron Support Front Integration GitHub Integration Grafana Integration Overview Setup Dashboards Alerts Height Integration Intercom Integration Jira Integration LaunchDarkly Integration Linear Integration Mixpanel Integration Nuxt Integration Pendo Integration Segment Integration Slack Integration Vercel Integration WordPress Plugin Highlight.io Changelog Overview Changelog 12 (02/17) Changelog 13 (02/24) Changelog 14 (03/03) Changelog 15 (03/11) Changelog 16 (03/19) Changelog 17 (04/07) Changelog 18 (04/26) Changelog 19 (05/22) Changelog 20 (06/06) Changelog 21 (06/21) Changelog 22 (08/07) Changelog 23 (08/22) Changelog 24 (09/11) Changelog 25 (10/03) Changelog 26 (11/08) Changelog 27 (12/22) Changelog 28 (3/6) Changelog 29 (4/2) Getting Started Getting Started with Highlight Fullstack Mapping Browser React.js Next.js Remix Vue.js Angular Gatsby.js SvelteKit Electron highlight.run SDK Overview Canvas & WebGL Console Messages Content-Security-Policy Identifying Users iframe Recording Monkey Patches Browser OpenTelemetry Persistent Asset Storage Privacy Proxying Highlight React.js Error Boundary Recording Network Requests and Responses Recording WebSocket Events Salesforce Lightning Web Components (LWC) Data Export Sourcemap Configuration Tracking Events Troubleshooting Upgrading Highlight Versioning Sessions & Errors Other React Native (beta) Server Go Overview chi Echo Fiber Gin GORM gqlgen Logrus Manual Tracing gorilla mux JS Overview Apollo AWS Lambda Cloudflare Workers Express.js Firebase Hono Nest.js Next.js Node.js Pino tRPC Winston Python Overview AWS Lambda Azure Functions Django FastAPI Flask Google Cloud Functions Loguru Other Frameworks Python AI / LLM Libraries Python Libraries Ruby Overview Other Frameworks Ruby on Rails Rust Overview actix-web No Framework Hosting Providers Overview Metrics in AWS Logging in AWS Logging in Azure Fly.io NATS Log Shipper Logging in GCP Heroku Log Drain Render Log Stream Logging in Trigger.dev Vercel Log Drain Elixir Overview Elixir App Java: All Frameworks PHP: All Frameworks C# .NET ASP C# .NET 4 ASP Docker / Docker Compose File Fluent Forward curl OpenTelemetry Protocol (OTLP) Syslog RFC5424 Systemd / Journald Native OpenTelemetry Overview Error Monitoring Logging Tracing Browser Instrumentation Metrics Fullstack Frameworks Overview Next.js Fullstack Overview Next.js Page Router Guide Next.js App Router Guide Edge Runtime Advanced Config Remix Walkthrough Self Host & Local Dev Overview Development deployment guide. Integrations Microsoft Teams self-hosted Hobby deployment guide. Traefik SSL Proxying. Docs Home SDK Client SDK API Reference Cloudflare Worker SDK API Reference Go SDK API Reference Hono SDK API Reference Java SDK API Reference Next.JS SDK API Reference Node.JS SDK API Reference Python SDK API Reference Ruby SDK API Reference Rust SDK API Reference Docs / Highlight Docs / Product Features / Backend General Features / General Features General Features Below are several highlight.io features that might be worth taking a look at. Alerts. Get alerts for sessions, errors, new users and more! Comments. Collaborate on bugs throughout your web app. Digests. Get a weekly digest of sessions that are worth watching. Environments. Version resources so that you know what environment events happened in. Segments. Create search filters so searching for sessions & errors is easy! Services. Create services to better group your errors, logs, and traces. Backend General Features Alerts Community / Support Suggest Edits? Follow us! [object Object] | 2026-01-13T08:49:00 |
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https://www.youtube.com/watch?v=7cPWmID5XAk&list=PLNG_1j3cPCaZZ7etkzWA7JfdmKWT0pMsa&index=10 | The ROI of Designing with React - 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 = {"responseContext":{"serviceTrackingParams":[{"service":"CSI","params":[{"key":"c","value":"WEB"},{"key":"cver","value":"2.20260109.01.00"},{"key":"yt_li","value":"0"},{"key":"GetWatchNext_rid","value":"0xa652490634dc224c"}]},{"service":"GFEEDBACK","params":[{"key":"logged_in","value":"0"},{"key":"visitor_data","value":"Cgs2ay15WEFvazhySSj6jZjLBjIKCgJLUhIEGgAgKg%3D%3D"}]},{"service":"GUIDED_HELP","params":[{"key":"logged_in","value":"0"}]},{"service":"ECATCHER","params":[{"key":"client.version","value":"2.20260109"},{"key":"client.name","value":"WEB"}]}],"mainAppWebResponseContext":{"loggedOut":true,"trackingParam":"kx_fmPxhoPZRDBDLw3u0czXcv5x0ACtzrvHqjgi4MB34b5HRgkussh7BwOcCE59TDtslLKPQ-SS"},"webResponseContextExtensionData":{"webResponseContextPreloadData":{"preloadMessageNames":["twoColumnWatchNextResults","results","videoPrimaryInfoRenderer","videoViewCountRenderer","menuRenderer","menuServiceItemRenderer","segmentedLikeDislikeButtonViewModel","likeButtonViewModel","toggleButtonViewModel","buttonViewModel","modalWithTitleAndButtonRenderer","buttonRenderer","dislikeButtonViewModel","unifiedSharePanelRenderer","menuFlexibleItemRenderer","videoSecondaryInfoRenderer","videoOwnerRenderer","subscribeButtonRenderer","subscriptionNotificationToggleButtonRenderer","menuPopupRenderer","confirmDialogRenderer","metadataRowContainerRenderer","compositeVideoPrimaryInfoRenderer","itemSectionRenderer","messageRenderer","secondaryResults","lockupViewModel","thumbnailViewModel","thumbnailOverlayBadgeViewModel","thumbnailBadgeViewModel","thumbnailHoverOverlayToggleActionsViewModel","lockupMetadataViewModel","decoratedAvatarViewModel","avatarViewModel","contentMetadataViewModel","sheetViewModel","listViewModel","listItemViewModel","badgeViewModel","continuationItemRenderer","autoplay","playerOverlayRenderer","menuNavigationItemRenderer","watchNextEndScreenRenderer","endScreenVideoRenderer","thumbnailOverlayTimeStatusRenderer","thumbnailOverlayNowPlayingRenderer","playerOverlayAutoplayRenderer","playerOverlayVideoDetailsRenderer","autoplaySwitchButtonRenderer","quickActionsViewModel","decoratedPlayerBarRenderer","multiMarkersPlayerBarRenderer","speedmasterEduViewModel","engagementPanelSectionListRenderer","adsEngagementPanelContentRenderer","engagementPanelTitleHeaderRenderer","chipBarViewModel","chipViewModel","sectionListRenderer","macroMarkersListRenderer","macroMarkersListItemRenderer","structuredDescriptionContentRenderer","videoDescriptionHeaderRenderer","factoidRenderer","viewCountFactoidRenderer","expandableVideoDescriptionBodyRenderer","horizontalCardListRenderer","richListHeaderRenderer","videoDescriptionTranscriptSectionRenderer","videoDescriptionInfocardsSectionRenderer","desktopTopbarRenderer","topbarLogoRenderer","fusionSearchboxRenderer","topbarMenuButtonRenderer","multiPageMenuRenderer","hotkeyDialogRenderer","hotkeyDialogSectionRenderer","hotkeyDialogSectionOptionRenderer","voiceSearchDialogRenderer","cinematicContainerRenderer"]},"ytConfigData":{"visitorData":"Cgs2ay15WEFvazhySSj6jZjLBjIKCgJLUhIEGgAgKg%3D%3D","rootVisualElementType":3832},"webPrefetchData":{"navigationEndpoints":[{"clickTrackingParams":"CAAQg2ciEwiG1PH_kIiSAxU-mVYBHQhkJosyDHJlbGF0ZWQtYXV0b0iJuOWHiNP14e0BmgEFCAMQ-B3KAQTENpdI","commandMetadata":{"webCommandMetadata":{"url":"/watch?v=rv4LlmLmVWk\u0026pp=QAFIAQ%3D%3D","webPageType":"WEB_PAGE_TYPE_WATCH","rootVe":3832}},"watchEndpoint":{"videoId":"rv4LlmLmVWk","params":"EAEYAdoBBAgBKgA%3D","playerParams":"QAFIAQ%3D%3D","watchEndpointSupportedPrefetchConfig":{"prefetchHintConfig":{"prefetchPriority":0,"countdownUiRelativeSecondsPrefetchCondition":-3}}}},{"clickTrackingParams":"CAAQg2ciEwiG1PH_kIiSAxU-mVYBHQhkJosyDHJlbGF0ZWQtYXV0b0iJuOWHiNP14e0BmgEFCAMQ-B3KAQTENpdI","commandMetadata":{"webCommandMetadata":{"url":"/watch?v=rv4LlmLmVWk\u0026pp=QAFIAQ%3D%3D","webPageType":"WEB_PAGE_TYPE_WATCH","rootVe":3832}},"watchEndpoint":{"videoId":"rv4LlmLmVWk","params":"EAEYAdoBBAgBKgA%3D","playerParams":"QAFIAQ%3D%3D","watchEndpointSupportedPrefetchConfig":{"prefetchHintConfig":{"prefetchPriority":0,"countdownUiRelativeSecondsPrefetchCondition":-3}}}},{"clickTrackingParams":"CAAQg2ciEwiG1PH_kIiSAxU-mVYBHQhkJosyDHJlbGF0ZWQtYXV0b0iJuOWHiNP14e0BmgEFCAMQ-B3KAQTENpdI","commandMetadata":{"webCommandMetadata":{"url":"/watch?v=rv4LlmLmVWk\u0026pp=QAFIAQ%3D%3D","webPageType":"WEB_PAGE_TYPE_WATCH","rootVe":3832}},"watchEndpoint":{"videoId":"rv4LlmLmVWk","params":"EAEYAdoBBAgBKgA%3D","playerParams":"QAFIAQ%3D%3D","watchEndpointSupportedPrefetchConfig":{"prefetchHintConfig":{"prefetchPriority":0,"countdownUiRelativeSecondsPrefetchCondition":-3}}}}]},"hasDecorated":true}},"contents":{"twoColumnWatchNextResults":{"results":{"results":{"contents":[{"videoPrimaryInfoRenderer":{"title":{"runs":[{"text":"The 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5.9천회"},"originalViewCount":"0"}},"videoActions":{"menuRenderer":{"items":[{"menuServiceItemRenderer":{"text":{"runs":[{"text":"신고"}]},"icon":{"iconType":"FLAG"},"serviceEndpoint":{"clickTrackingParams":"CJ8CEMyrARgAIhMIhtTx_5CIkgMVPplWAR0IZCaLygEExDaXSA==","showEngagementPanelEndpoint":{"identifier":{"tag":"PAabuse_report"},"globalConfiguration":{"params":"qgdxCAESCzdjUFdtSUQ1WEFrGmBFZ3MzWTFCWGJVbEVOVmhCYTBBQldBQjRCWklCTWdvd0VpNW9kSFJ3Y3pvdkwya3VlWFJwYldjdVkyOXRMM1pwTHpkalVGZHRTVVExV0VGckwyUmxabUYxYkhRdWFuQm4%3D"},"engagementPanelPresentationConfigs":{"engagementPanelPopupPresentationConfig":{"popupType":"PANEL_POPUP_TYPE_DIALOG"}}}},"trackingParams":"CJ8CEMyrARgAIhMIhtTx_5CIkgMVPplWAR0IZCaL"}}],"trackingParams":"CJ8CEMyrARgAIhMIhtTx_5CIkgMVPplWAR0IZCaL","topLevelButtons":[{"segmentedLikeDislikeButtonViewModel":{"likeButtonViewModel":{"likeButtonViewModel":{"toggleButtonViewModel":{"toggleButtonViewModel":{"defaultButtonViewModel":{"buttonViewModel":{"iconName":"LIKE","title":"85","onTap":{"serialCommand":{"commands":[{"logGestureCommand":{"gestureType":"GESTURE_EVENT_TYPE_LOG_GENERIC_CLICK","trackingParams":"CKoCEKVBIhMIhtTx_5CIkgMVPplWAR0IZCaL"}},{"innertubeCommand":{"clickTrackingParams":"CKoCEKVBIhMIhtTx_5CIkgMVPplWAR0IZCaLygEExDaXSA==","commandMetadata":{"webCommandMetadata":{"ignoreNavigation":true}},"modalEndpoint":{"modal":{"modalWithTitleAndButtonRenderer":{"title":{"simpleText":"동영상이 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85명과 함께 이 동영상에 좋아요 표시","style":"BUTTON_VIEW_MODEL_STYLE_MONO","trackingParams":"CKoCEKVBIhMIhtTx_5CIkgMVPplWAR0IZCaL","isFullWidth":false,"type":"BUTTON_VIEW_MODEL_TYPE_TONAL","buttonSize":"BUTTON_VIEW_MODEL_SIZE_DEFAULT","accessibilityId":"id.video.like.button","tooltip":"이 동영상이 마음에 듭니다."}},"toggledButtonViewModel":{"buttonViewModel":{"iconName":"LIKE","title":"86","onTap":{"serialCommand":{"commands":[{"logGestureCommand":{"gestureType":"GESTURE_EVENT_TYPE_LOG_GENERIC_CLICK","trackingParams":"CKkCEKVBIhMIhtTx_5CIkgMVPplWAR0IZCaL"}},{"innertubeCommand":{"clickTrackingParams":"CKkCEKVBIhMIhtTx_5CIkgMVPplWAR0IZCaLygEExDaXSA==","commandMetadata":{"webCommandMetadata":{"sendPost":true,"apiUrl":"/youtubei/v1/like/removelike"}},"likeEndpoint":{"status":"INDIFFERENT","target":{"videoId":"7cPWmID5XAk"},"removeLikeParams":"Cg0KCzdjUFdtSUQ1WEFrGAAqCwj7jZjLBhCwqaZO"}}}]}},"accessibilityText":"다른 사용자 85명과 함께 이 동영상에 좋아요 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취소"}},"identifier":"watch-like","trackingParams":"CJ8CEMyrARgAIhMIhtTx_5CIkgMVPplWAR0IZCaL","isTogglingDisabled":true}},"likeStatusEntityKey":"Egs3Y1BXbUlENVhBayA-KAE%3D","likeStatusEntity":{"key":"Egs3Y1BXbUlENVhBayA-KAE%3D","likeStatus":"INDIFFERENT"}}},"dislikeButtonViewModel":{"dislikeButtonViewModel":{"toggleButtonViewModel":{"toggleButtonViewModel":{"defaultButtonViewModel":{"buttonViewModel":{"iconName":"DISLIKE","title":"싫어요","onTap":{"serialCommand":{"commands":[{"logGestureCommand":{"gestureType":"GESTURE_EVENT_TYPE_LOG_GENERIC_CLICK","trackingParams":"CKcCEKiPCSITCIbU8f-QiJIDFT6ZVgEdCGQmiw=="}},{"innertubeCommand":{"clickTrackingParams":"CKcCEKiPCSITCIbU8f-QiJIDFT6ZVgEdCGQmi8oBBMQ2l0g=","commandMetadata":{"webCommandMetadata":{"ignoreNavigation":true}},"modalEndpoint":{"modal":{"modalWithTitleAndButtonRenderer":{"title":{"simpleText":"동영상이 마음에 안 드시나요?"},"content":{"simpleText":"로그인하여 의견을 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https://www.python.org/psf-landing/ | Python Software Foundation Notice: While JavaScript is not essential for this website, your interaction with the content will be limited. Please turn JavaScript on for the full experience. Skip to content ▼ Close Python PSF Docs PyPI Jobs Community ▲ The Python Network Donate ≡ Menu Search This Site GO A A Smaller Larger Reset Socialize LinkedIn Mastodon Chat on IRC Twitter About Mission Statement Board of Directors & Officers PSF Staff Annual Impact Report Fiscal Sponsorees Public Records Legal & Policies PSF FAQ Developers in Residence Sponsorship PSF Sponsors Apply to Sponsor Sponsorship Prospectus 2025-26 Membership Sign up as a Member of the PSF! Membership FAQ PSF Elections Nominate a Fellow & Fellows Roster Donate End of year fundraiser 2025: Python is for Everyone Donate to the PSF Become a Supporting Member of the PSF PSF Matching Donations Volunteer Volunteer for the PSF PSF Work Groups Volunteer for PyCon US Grants Grants program Grants Program FAQ PyCon US News & Community Subscribe to the Newsletter PSF Blog Python Community Code of Conduct Community Awards Discourse The Python Software Foundation is the charitable organization behind the Python programming language. We support the Python Community through... Grants In 2024, the PSF awarded $655,000 USD to 257 groups or individuals in 61 countries around the world. Infrastructure We support and maintain python.org , The Python Package Index , Python Documentation , and many other services the Python Community relies on. PyCon US We produce and underwrite the PyCon US Conference , the largest annual gathering for the Python community. Support from sponsors, attendees, PyLadies, and CPython enabled us to award more than $384,000 USD in travel grants to 254 attendees for PyCon US 2025. Mastodon Become a Member Help the PSF promote, protect, and advance the Python programming language and community! Membership FAQ Donate Assist the foundation's goals with a donation. The PSF is a recognized 501(c)(3) non-profit organization. How to Contribute Volunteer Learn how you can help the PSF and the greater Python community! How to Volunteer Sponsors Without our sponsors we wouldn't be able to help the Python community grow and prosper. Sponsorship Possibilities PSF Grants Program The Python Software Foundation welcomes grant proposals for projects related to the development of Python, Python-related technology, and educational resources. Proposal Guidelines, FAQ and Examples PSF News PSF News: $500K+ Raised for Python for Everyone, PyCon US, & More! PSF News Special Edition: Python is For Everyone & PyCon US 2026 Sovereign Tech Agency and PSF Security Partnership PSF Code of Conduct Working Group Shares First Transparency Report Python is for Everyone: Grab PyCharm Pro for 30% off—plus a special bonus! Python is for everyone: Join in the PSF year-end fundraiser & membership drive! Connecting the Dots: Understanding the PSF’s Current Financial Outlook Improving security and integrity of Python package archives Open Infrastructure is Not Free: PyPI, the Python Software Foundation, and Sustainability A new PSF Board- Another year of PSF Board Office Hour sessions! ▲ Back to Top About Applications Quotes Getting Started Help Python Brochure Downloads All releases Source code Windows macOS Android Other Platforms License Alternative Implementations Documentation Docs Audio/Visual Talks Beginner's Guide FAQ Non-English Docs PEP Index Python Books Python Essays Community Diversity Mailing Lists IRC Forums PSF Annual Impact Report Python Conferences Special Interest Groups Python Logo Python Wiki Code of Conduct Community Awards Get Involved Shared Stories Success Stories Arts Business Education Engineering Government Scientific Software Development News Python News PSF Newsletter PSF News PyCon US News News from the Community Events Python Events User Group Events Python Events Archive User Group Events Archive Submit an Event Contributing Developer's Guide Issue Tracker python-dev list Core Mentorship Report a Security Issue ▲ Back to Top Help & General Contact Diversity Initiatives Submit Website Bug Status Copyright ©2001-2026. Python Software Foundation Legal Statements Privacy Notice Powered by PSF Community Infrastructure --> | 2026-01-13T08:49:00 |
https://www.python.org/success-stories/python-on-arm-2025-update/ | Python on Arm: 2025 Update | Our Success Stories | Python.org Notice: While JavaScript is not essential for this website, your interaction with the content will be limited. Please turn JavaScript on for the full experience. Skip to content ▼ Close Python PSF Docs PyPI Jobs Community ▲ The Python Network Donate ≡ Menu Search This Site GO A A Smaller Larger Reset Socialize LinkedIn Mastodon Chat on IRC Twitter About Applications Quotes Getting Started Help Python Brochure Downloads All releases Source code Windows macOS Android Other Platforms License Alternative Implementations Documentation Docs Audio/Visual Talks Beginner's Guide FAQ Non-English Docs PEP Index Python Books Python Essays Community Diversity Mailing Lists IRC Forums PSF Annual Impact Report Python Conferences Special Interest Groups Python Logo Python Wiki Code of Conduct Community Awards Get Involved Shared Stories Success Stories Arts Business Education Engineering Government Scientific Software Development News Python News PSF Newsletter PSF News PyCon US News News from the Community Events Python Events User Group Events Python Events Archive User Group Events Archive Submit an Event Python on Arm: 2025 Update Written by Diego Russo , Arm Ltd Why Python Matters to Arm Python is one of the most widely used programming languages today, powering applications across Machine Learning (ML), automation, data science, DevOps, web development and developer tooling. At Arm, we see Python not just as a language to support, but as a strategic priority to enable a wide and growing community of developers. Over the past several years, we have worked closely with the Python community to make Arm a first-class platform for Python development. Thanks to consistent upstream collaboration, targeted engineering, and ecosystem investment, it is now practical to develop, test, and deploy Python workloads on Arm across Linux, Windows, and the cloud. In 2024, we shared how Arm had increased its engagement with the Python ecosystem . One year later, we are seeing the results of that investment, with new infrastructure, improved performance, and a growing number of real-world projects running on Arm. This post highlights the key developments from the past year and what is ahead. What's new in 2025 Easier development: Linux and Windows GitHub-hosted runners for Arm As part of our collaboration with GitHub , Arm helped enable GitHub-hosted CI runners for Arm-based platforms. These runners are now available for: Linux on Arm (GA) Windows on Arm, currently in beta Arm sponsored the underlying infrastructure and provided engineering support during the beta rollout. These runners offer open-source projects a fast, reliable way to run native CI workflows without emulation or self-hosting. The CPython project was the first open-source user of the Windows on Arm runners and continues to use them in daily CI pipelines. This helps ensure first-class support for the platform. Performance improvements Python 3.13 introduced an experimental Just-in-Time (JIT) compiler, developed by the CPython team to improve performance in real-world applications. Arm has contributed directly to this effort by testing, tuning, and extending the JIT on Arm platforms, particularly for the AArch64 architecture (see section below). Our work includes fixing architecture specific issues, validating generated machine code, and improving the overall quality of JIT output on Arm. These efforts have resulted in: Up to 4% speedup on Linux 17% reduction in generated header file size Smarter jump handling and more efficient code generation Lower memory overhead through trampoline reuse and targeted optimizations The result is a faster, more reliable JIT experience for Python workloads running on Arm. Better Windows on Arm ecosystem support Python support for Windows on Arm continues to mature. CPython itself, along with many essential packages, now builds and runs cleanly on the platform. This is thanks to upstream fixes, improved build systems, and expanded CI coverage. We are working closely with Microsoft to improve the overall Python experience on Windows on Arm devices. This includes: Enabling compatibility for popular libraries Refining build and packaging workflows Supporting key AI and ML tools One area of major progress is PyTorch, where the collaboration between Arm and Microsoft has delivered native builds and improved acceleration support. With the release of PyTorch 2.7 for Windows on Arm , developers can now access Arm-native builds for Windows, available for Python 3.12. This enables ML workflows to run natively on Arm64 Windows devices, including Copilot+ PCs, with full access to hardware capabilities. These improvements support a wide range of ML use cases. From generative models like Stable Diffusion, to natural language processing, to traditional regression and classification. Windows on Arm is now a production-ready platform for modern AI development. Arm's commitment to the Python community We continue to support the Python community not only through code, but with infrastructure, funding, and time through: Hosting the CPython Core Dev Sprint 2025 in our Cambridge office Sponsoring EuroPython 2022, 2023, and 2025 Providing a dedicated benchmarking server integrated with speed.python.org Funding a full-time CPython developer, now a core committer Arm is committed to supporting the Python ecosystem through sustained upstream contributions and community investment. Over the past year, we have expanded our efforts to support the community both technically and organizationally. CPython Core Dev Sprint 2025 We are proud to host and sponsor the upcoming CPython Core Dev Sprint 2025 this September at our Cambridge office . On track to be the largest sprint ever held, the event will bring together more than 55 core developers and contributors flying in from across Europe, the United States, South Korea, Singapore, and Australia. These sprints are vital to Python’s evolution, enabling in-person design discussions, upstream planning, and concentrated development work that is difficult to coordinate remotely. By supporting this global event, Arm is helping to accelerate Python’s technical roadmap while strengthening our collaboration with the people who maintain and shape the language. Supporting EuroPython Also, Arm sponsored EuroPython 2025 for the third time, having previously supported the conference in 2022 and 2023. This helps foster collaboration between maintainers, contributors, and users across the globe Arm presented a dedicated talk on the JIT at EuroPython 2025, titled Exploring the CPython JIT , offering a technical deep dive into the state and evolution of the JIT on Arm platforms. We will share insights from our work with the new JIT compiler in Python 3.14. Dedicated Arm benchmarking server To assist Python’s core developers with performance tracking, Arm now provides a dedicated benchmarking server running on Arm hardware that publishes results on speed.python.org . This server integrates with Python’s performance monitoring tools, helping assess the impact of code changes on Arm platforms and enabling more data-driven optimization. Upstream-first contributions to CPython Arm also continues to invest directly in upstream work. As a result of this work, I was recently promoted to CPython core developer , further strengthening our technical collaboration with the Python project. Over the past year, Arm has contributed across multiple areas of the interpreter, including: Improvements to the CPython JIT Improvements in the micro-op optimizer Enhancements to performance benchmarking infrastructure Reviewing pull requests and triaging issues These efforts reflect Arm’s broader goal: not just platform enablement, but sustained, upstream-first contributions to the Python language itself. Engineering contributions Arm’s recent contributions to CPython focus on improving the JIT and performance on AArch64 platforms. Each of these changes improves JIT-generated machine code for Arm platforms, leading to more efficient Python execution. While still in its early stages, the JIT is already showing potential in targeted workloads. Our contributions help lay the groundwork for future speedups on Arm-based systems. GH-123872: Generate and patch AArch64 trampolines This pull request introduces the generation and patching of trampolines for AArch64 in the JIT compiler. By implementing these trampolines, the JIT can handle out-of-range jumps more effectively, improving the reliability and performance of JIT-compiled code on AArch64 platforms. This patch makes the JIT 0.8% faster, 0.6% less memory on Linux. GH-121001: Replace AArch64 trampolines with LDR Building on the previous work, this change replaces the existing trampoline mechanism with the use of the LDRinstruction for AArch64. This simplification reduces complexity and enhances the maintainability of the JIT code generation process. It decreases the size of the stencil header file generated by 17% and decreases the number of patches functions from 4 to 1. // Old trampoline d2800008 mov x8, #0x0 f2a00008 movk x8, #0x0, lsl #16 f2c00008 movk x8, #0x0, lsl #32 f2e00008 movk x8, #0x0, lsl #48 d61f0100 br x8 // New trampoline 58000048 ldr x8, 8 d61f0100 br x8 00000000 # Used to patch the 64-bit address 00000000 # Used to patch the 64-bit address GH-120250: JIT: Re-use trampolines on AArch64 This enhancement enables the JIT compiler to reuse existing trampolines on AArch64, minimizing redundancy and optimizing memory usage. By reusing trampolines, the JIT reduces the overhead associated with generating new ones for each out-of-range jump. GH-131041: Emit AArch64 trampolines only for long jumps This optimization ensures that trampolines are emitted only when necessary, specifically for long jumps that cannot be encoded directly. By avoiding the generation of superfluous trampolines, the JIT compiler streamlines the code generation process and reduces code size. GH-131042: Remove trailing jump in AArch64 JIT stencils This refinement eliminates unnecessary trailing jumps in AArch64 JIT stencils. By removing these redundant instructions, the JIT produces more efficient machine code, leading to potential performance gains during execution, including a 1.4% speedup on Linux. // With the trailing jump that needs to be patched 0x08, 0x00, 0x00, 0x90, // adrp x8, _JIT_OPERAND0 0x08, 0x01, 0x40, 0xf9, // ldr x8, [x8] 0x88, 0x1e, 0x00, 0xf9, // str x8, [x20, #0x38] 0x00, 0x00, 0x00, 0x14, // b _JIT_CONTINUE // The trailing jump has been replaced with a NOP 0x08, 0x00, 0x00, 0x90, // adrp x8, _JIT_OPERAND0 0x08, 0x01, 0x40, 0xf9, // ldr x8, [x8] 0x88, 0x1e, 0x00, 0xf9, // str x8, [x20, #0x38] 0x1f, 0x20, 0x03, 0xd5, // nop (branch was removed) Looking ahead Arm’s engagement with the Python ecosystem will continue through 2025 and beyond. We remain focused on performance, ecosystem enablement, and upstream collaboration. Whether through infrastructure, developer funding, or contributions to CPython internals, our goal is to make Python on Arm a fast, stable, and accessible platform for all users. We will continue to contribute across key areas of the interpreter, including the JIT, SIMD execution, and core evaluation loop. Looking ahead, we plan to explore the integration of architecture-specific instructions, such as NEON, SVE, SVE2, SME, and Arm's new SME2 , into the JIT compiler to accelerate targeted workloads. We are also committed to strengthening the community side of Python by reviewing patches, mentoring new contributors, and supporting key events that bring maintainers together. Get involved We’re excited about the future of Python on Arm, and we want to hear from you. Now is the perfect time to try running your Python workloads on Arm. It’s easier than ever: GitHub-hosted runners for Linux and Windows on Arm are available Most PyPI packages now work out of the box on Arm systems Arm instances are available on every major public cloud If you run into issues, raise them upstream, or reach out to us directly. Whether you are working on Python itself, building tools and libraries, or porting your software to Arm-based systems, we invite you to connect with us through the Arm Developer Program . It is the best way to stay up-to-date, access technical resources, and collaborate with Arm engineers and other Python developers. Let’s keep improving Python on Arm, together. 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https://www.highlight.io/docs/getting-started/server/python/azure-functions | Azure Functions Star us on GitHub Star Docs Sign in Sign up Getting Started Getting Started with Highlight Fullstack Mapping Browser React.js Next.js Remix Vue.js Angular Gatsby.js SvelteKit Electron highlight.run SDK Overview Canvas & WebGL Console Messages Content-Security-Policy Identifying Users iframe Recording Monkey Patches Browser OpenTelemetry Persistent Asset Storage Privacy Proxying Highlight React.js Error Boundary Recording Network Requests and Responses Recording WebSocket Events Salesforce Lightning Web Components (LWC) Data Export Sourcemap Configuration Tracking Events Troubleshooting Upgrading Highlight Versioning Sessions & Errors Other React Native (beta) Server Go Overview chi Echo Fiber Gin GORM gqlgen Logrus Manual Tracing gorilla mux JS Overview Apollo AWS Lambda Cloudflare Workers Express.js Firebase Hono Nest.js Next.js Node.js Pino tRPC Winston Python Overview AWS Lambda Azure Functions Django FastAPI Flask Google Cloud Functions Loguru Other Frameworks Python AI / LLM Libraries Python Libraries Ruby Overview Other Frameworks Ruby on Rails Rust Overview actix-web No Framework Hosting Providers Overview Metrics in AWS Logging in AWS Logging in Azure Fly.io NATS Log Shipper Logging in GCP Heroku Log Drain Render Log Stream Logging in Trigger.dev Vercel Log Drain Elixir Overview Elixir App Java: All Frameworks PHP: All Frameworks C# .NET ASP C# .NET 4 ASP Docker / Docker Compose File Fluent Forward curl OpenTelemetry Protocol (OTLP) Syslog RFC5424 Systemd / Journald Native OpenTelemetry Overview Error Monitoring Logging Tracing Browser Instrumentation Metrics Fullstack Frameworks Overview Next.js Fullstack Overview Next.js Page Router Guide Next.js App Router Guide Edge Runtime Advanced Config Remix Walkthrough Self Host & Local Dev Overview Development deployment guide. 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Integrations Microsoft Teams self-hosted Hobby deployment guide. Traefik SSL Proxying. Docs Home SDK Client SDK API Reference Cloudflare Worker SDK API Reference Go SDK API Reference Hono SDK API Reference Java SDK API Reference Next.JS SDK API Reference Node.JS SDK API Reference Python SDK API Reference Ruby SDK API Reference Rust SDK API Reference Docs / Getting Started / Server / Python / Azure Functions Using highlight.io with Python on Azure Functions Learn how to set up highlight.io with Azure Functions. 1 Configure client-side Highlight. (optional) If you're using Highlight on the frontend for your application, make sure you've initialized it correctly and followed the fullstack mapping guide . 2 Install the highlight-io python package. Download the package from pypi and save it to your requirements. If you use a zip or s3 file upload to publish your function, you will want to make sure highlight-io is part of the build. poetry add highlight-io # or with pip pip install highlight-io 3 Initialize the Highlight SDK. Setup the SDK. Add the @observe_handler decorator to your azure functions. import azure.functions as func import highlight_io from highlight_io.integrations.azure import observe_handler # `instrument_logging=True` sets up logging instrumentation. # if you do not want to send logs or are using `loguru`, pass `instrument_logging=False` H = highlight_io.H( "<YOUR_PROJECT_ID>", instrument_logging=True, service_name="my-app", service_version="git-sha", environment="production", ) @observe_handler def main(req: func.HttpRequest) -> func.HttpResponse: return func.HttpResponse( "This HTTP triggered function executed successfully.", status_code=200, ) 4 Verify your installation. Check that your installation is valid by throwing an error. Add an operation that raises an exception to your azure function. Setup an HTTP trigger and visit your azure function on the internet. You should see a DivideByZero error in the Highlight errors page within a few moments. import azure.functions as func import highlight_io from highlight_io.integrations.azure import observe_handler # `instrument_logging=True` sets up logging instrumentation. # if you do not want to send logs or are using `loguru`, pass `instrument_logging=False` H = highlight_io.H( "<YOUR_PROJECT_ID>", instrument_logging=True, service_name="my-app", service_version="git-sha", environment="production", ) @observe_handler def main(req: func.HttpRequest) -> func.HttpResponse: return func.HttpResponse( f"Not a good idea: {5 / 0}.", ) 5 Verify your backend logs are being recorded. Visit the highlight logs portal and check that backend logs are coming in. 6 Verify your backend traces are being recorded. Visit the highlight traces portal and check that backend traces are coming in. AWS Lambda Python Django [object Object] | 2026-01-13T08:49:00 |
https://www.python.org/jobs/location/remote-or-in-person-palo-alto-ca-in-office-requires-5-daysweek-california-usa/ | Python Job Board | Python.org Notice: While JavaScript is not essential for this website, your interaction with the content will be limited. Please turn JavaScript on for the full experience. Skip to content ▼ Close Python PSF Docs PyPI Jobs Community ▲ The Python Network Donate ≡ Menu Search This Site GO A A Smaller Larger Reset Socialize LinkedIn Mastodon Chat on IRC Twitter Jobs Types Back end Big Data Cloud Database Evangelism Finance Front end Integration Lead Machine Learning Management Numeric processing Operations Systems Testing Web Categories Developer / Engineer Locations Telecommute Amsterdam – Netherlands Bengaluru, Karnataka – India Berkeley, CA – United States Bethesda, Maryland – United States Boston, MA – United States of America Cambridge, Massachusetts – United States Canton, Ohio – USA Chicago Or Remote, Illinois – USA Dover, North Carolina – USA London, --- – United Kingdom Mountain View, California – United States New York, Austin, Chicago, Seattle, Boulder, London, Dublin, Singapore – United States, England, Ireland, Singapore New York – United States New York, NY – United States Pontiac – USA Remote – Canada Remote or in-person (Palo Alto, CA); in-office requires 5 days/week., California – USA Remote – Remote Remote – United Kingdom Remote – USA Remote – United States São Paulo, São Paulo – Brazil Saratoga, California – United States Toronto, Ontario – Canada Warsaw (fully remote) – Poland Waterloo, toronto, qebec, bogota, medellin, montevideo, buenos aires – Canada, or Latam Countries Westport, CT – USA Submit Remote or in-person (Palo Alto, CA); in-office requires 5 days/week., California – USA 1 Python job in Remote or in-person (Palo Alto, CA); in-office requires 5 days/week., California – USA Have a job to post? Please fill out this form , or returning Job Board users may log in here to update job postings and create new ones. --> Backend Engineering Specialist (Full Time) Mercor Remote or in-person (Palo Alto, CA); in-office requires 5 days/week., California, USA Back end , Database Posted: 05 November 2025 Developer / Engineer Submit a Job Have a job that our community would be interested in? Please check our job submission how-to for details on how to file a job posting. After you have reviewed our how-to document , please login and use this form to create a new job posting If you have submitted jobs previously under your login, you can view them by logging in now . In case of questions, please contact the PSF Python Job Board team . Thank you. Stay up-to-date Subscribe via RSS Follow The PSF via Twitter Job Board Sponsors ▲ Back to Top About Applications Quotes Getting Started Help Python Brochure Downloads All releases Source code Windows macOS Android Other Platforms License Alternative Implementations Documentation Docs Audio/Visual Talks Beginner's Guide FAQ Non-English Docs PEP Index Python Books Python Essays Community Diversity Mailing Lists IRC Forums PSF Annual Impact Report Python Conferences Special Interest Groups Python Logo Python Wiki Code of Conduct Community Awards Get Involved Shared Stories Success Stories Arts Business Education Engineering Government Scientific Software Development News Python News PSF Newsletter PSF News PyCon US News News from the Community Events Python Events User Group Events Python Events Archive User Group Events Archive Submit an Event Contributing Developer's Guide Issue Tracker python-dev list Core Mentorship Report a Security Issue ▲ Back to Top Help & General Contact Diversity Initiatives Submit Website Bug Status Copyright ©2001-2026. Python Software Foundation Legal Statements Privacy Notice Powered by PSF Community Infrastructure --> | 2026-01-13T08:49:00 |
https://www.python.org/jobs/location/westport-ct-usa/ | Python Job Board | Python.org Notice: While JavaScript is not essential for this website, your interaction with the content will be limited. Please turn JavaScript on for the full experience. Skip to content ▼ Close Python PSF Docs PyPI Jobs Community ▲ The Python Network Donate ≡ Menu Search This Site GO A A Smaller Larger Reset Socialize LinkedIn Mastodon Chat on IRC Twitter Jobs Types Back end Big Data Cloud Database Evangelism Finance Front end Integration Lead Machine Learning Management Numeric processing Operations Systems Testing Web Categories Developer / Engineer Locations Telecommute Amsterdam – Netherlands Bengaluru, Karnataka – India Berkeley, CA – United States Bethesda, Maryland – United States Boston, MA – United States of America Cambridge, Massachusetts – United States Canton, Ohio – USA Chicago Or Remote, Illinois – USA Dover, North Carolina – USA London, --- – United Kingdom Mountain View, California – United States New York, Austin, Chicago, Seattle, Boulder, London, Dublin, Singapore – United States, England, Ireland, Singapore New York – United States New York, NY – United States Pontiac – USA Remote – Canada Remote or in-person (Palo Alto, CA); in-office requires 5 days/week., California – USA Remote – Remote Remote – United Kingdom Remote – USA Remote – United States São Paulo, São Paulo – Brazil Saratoga, California – United States Toronto, Ontario – Canada Warsaw (fully remote) – Poland Waterloo, toronto, qebec, bogota, medellin, montevideo, buenos aires – Canada, or Latam Countries Westport, CT – USA Submit Westport, CT – USA 1 Python job in Westport, CT – USA Have a job to post? Please fill out this form , or returning Job Board users may log in here to update job postings and create new ones. --> Senior Software Language Engineer – Python 680 Partners Westport, CT, USA Lead , Machine Learning , Numeric processing Posted: 16 October 2025 Developer / Engineer Submit a Job Have a job that our community would be interested in? Please check our job submission how-to for details on how to file a job posting. After you have reviewed our how-to document , please login and use this form to create a new job posting If you have submitted jobs previously under your login, you can view them by logging in now . In case of questions, please contact the PSF Python Job Board team . Thank you. Stay up-to-date Subscribe via RSS Follow The PSF via Twitter Job Board Sponsors ▲ Back to Top About Applications Quotes Getting Started Help Python Brochure Downloads All releases Source code Windows macOS Android Other Platforms License Alternative Implementations Documentation Docs Audio/Visual Talks Beginner's Guide FAQ Non-English Docs PEP Index Python Books Python Essays Community Diversity Mailing Lists IRC Forums PSF Annual Impact Report Python Conferences Special Interest Groups Python Logo Python Wiki Code of Conduct Community Awards Get Involved Shared Stories Success Stories Arts Business Education Engineering Government Scientific Software Development News Python News PSF Newsletter PSF News PyCon US News News from the Community Events Python Events User Group Events Python Events Archive User Group Events Archive Submit an Event Contributing Developer's Guide Issue Tracker python-dev list Core Mentorship Report a Security Issue ▲ Back to Top Help & General Contact Diversity Initiatives Submit Website Bug Status Copyright ©2001-2026. Python Software Foundation Legal Statements Privacy Notice Powered by PSF Community Infrastructure --> | 2026-01-13T08:49:00 |
https://www.highlight.io/docs/general/product-features/error-monitoring/filtering-errors | Filtering Errors Star us on GitHub Star Docs Sign in Sign up General Docs Welcome to highlight.io Get Started Roadmap Company Values Compliance & Security Open Source Contributing Overview GraphQL Backend Frontend (app.highlight.io) Landing Site (highlight.io) Documentation End to End SDK Example Apps Adding an SDK Application Architecture GitHub Code Spaces Code Style Good First Issues Self-hosting Self-hosted [Dev] Self-hosted [Hobby] Self-hosted [Enterprise] Telemetry Our Competitors Product Philosophy Product Features Session Replay Overview Canvas & Iframe Dev-tool Window Recording Tracking Users & Recording Events Filtering Sessions GraphQL Live Mode Performance Impact Player Session Caching Rage Clicks Request Proxying Session Search Extracting the Session URL Session Search Deep Linking Shadow Dom + Web Components Error Monitoring Overview Enhancing Errors with GitHub Error Search Filtering Errors Grouping Errors Managing Errors Manually Reporting Errors Sourcemaps General Features Overview Alerts Comments Digests Environments Search Segments Services Webhooks Logging Overview Log Alerts Log Search Tracing Overview Trace Search Dashboards Overview Dashboard Management Metrics Tutorials Service Latency Web Vitals & Page Speed User Engagement User Analytics Graphing Drilldown Event Search Dashboard Variables SQL Editor Metrics (beta) Overview Frequently Asked Questions. Integrations Integrations Overview Amplitude Integration ClickUp Integration Discord Integration Electron Support Front Integration GitHub Integration Grafana Integration Overview Setup Dashboards Alerts Height Integration Intercom Integration Jira Integration LaunchDarkly Integration Linear Integration Mixpanel Integration Nuxt Integration Pendo Integration Segment Integration Slack Integration Vercel Integration WordPress Plugin Highlight.io Changelog Overview Changelog 12 (02/17) Changelog 13 (02/24) Changelog 14 (03/03) Changelog 15 (03/11) Changelog 16 (03/19) Changelog 17 (04/07) Changelog 18 (04/26) Changelog 19 (05/22) Changelog 20 (06/06) Changelog 21 (06/21) Changelog 22 (08/07) Changelog 23 (08/22) Changelog 24 (09/11) Changelog 25 (10/03) Changelog 26 (11/08) Changelog 27 (12/22) Changelog 28 (3/6) Changelog 29 (4/2) Menu Highlight Docs Welcome to highlight.io Get Started Roadmap Company Values Compliance & Security Open Source Contributing Overview GraphQL Backend Frontend (app.highlight.io) Landing Site (highlight.io) Documentation End to End SDK Example Apps Adding an SDK Application Architecture GitHub Code Spaces Code Style Good First Issues Self-hosting Self-hosted [Dev] Self-hosted [Hobby] Self-hosted [Enterprise] Telemetry Our Competitors Product Philosophy Product Features Session Replay Overview Canvas & Iframe Dev-tool Window Recording Tracking Users & Recording Events Filtering Sessions GraphQL Live Mode Performance Impact Player Session Caching Rage Clicks Request Proxying Session Search Extracting the Session URL Session Search Deep Linking Shadow Dom + Web Components Error Monitoring Overview Enhancing Errors with GitHub Error Search Filtering Errors Grouping Errors Managing Errors Manually Reporting Errors Sourcemaps General Features Overview Alerts Comments Digests Environments Search Segments Services Webhooks Logging Overview Log Alerts Log Search Tracing Overview Trace Search Dashboards Overview Dashboard Management Metrics Tutorials Service Latency Web Vitals & Page Speed User Engagement User Analytics Graphing Drilldown Event Search Dashboard Variables SQL Editor Metrics (beta) Overview Frequently Asked Questions. Integrations Integrations Overview Amplitude Integration ClickUp Integration Discord Integration Electron Support Front Integration GitHub Integration Grafana Integration Overview Setup Dashboards Alerts Height Integration Intercom Integration Jira Integration LaunchDarkly Integration Linear Integration Mixpanel Integration Nuxt Integration Pendo Integration Segment Integration Slack Integration Vercel Integration WordPress Plugin Highlight.io Changelog Overview Changelog 12 (02/17) Changelog 13 (02/24) Changelog 14 (03/03) Changelog 15 (03/11) Changelog 16 (03/19) Changelog 17 (04/07) Changelog 18 (04/26) Changelog 19 (05/22) Changelog 20 (06/06) Changelog 21 (06/21) Changelog 22 (08/07) Changelog 23 (08/22) Changelog 24 (09/11) Changelog 25 (10/03) Changelog 26 (11/08) Changelog 27 (12/22) Changelog 28 (3/6) Changelog 29 (4/2) Getting Started Getting Started with Highlight Fullstack Mapping Browser React.js Next.js Remix Vue.js Angular Gatsby.js SvelteKit Electron highlight.run SDK Overview Canvas & WebGL Console Messages Content-Security-Policy Identifying Users iframe Recording Monkey Patches Browser OpenTelemetry Persistent Asset Storage Privacy Proxying Highlight React.js Error Boundary Recording Network Requests and Responses Recording WebSocket Events Salesforce Lightning Web Components (LWC) Data Export Sourcemap Configuration Tracking Events Troubleshooting Upgrading Highlight Versioning Sessions & Errors Other React Native (beta) Server Go Overview chi Echo Fiber Gin GORM gqlgen Logrus Manual Tracing gorilla mux JS Overview Apollo AWS Lambda Cloudflare Workers Express.js Firebase Hono Nest.js Next.js Node.js Pino tRPC Winston Python Overview AWS Lambda Azure Functions Django FastAPI Flask Google Cloud Functions Loguru Other Frameworks Python AI / LLM Libraries Python Libraries Ruby Overview Other Frameworks Ruby on Rails Rust Overview actix-web No Framework Hosting Providers Overview Metrics in AWS Logging in AWS Logging in Azure Fly.io NATS Log Shipper Logging in GCP Heroku Log Drain Render Log Stream Logging in Trigger.dev Vercel Log Drain Elixir Overview Elixir App Java: All Frameworks PHP: All Frameworks C# .NET ASP C# .NET 4 ASP Docker / Docker Compose File Fluent Forward curl OpenTelemetry Protocol (OTLP) Syslog RFC5424 Systemd / Journald Native OpenTelemetry Overview Error Monitoring Logging Tracing Browser Instrumentation Metrics Fullstack Frameworks Overview Next.js Fullstack Overview Next.js Page Router Guide Next.js App Router Guide Edge Runtime Advanced Config Remix Walkthrough Self Host & Local Dev Overview Development deployment guide. Integrations Microsoft Teams self-hosted Hobby deployment guide. Traefik SSL Proxying. Docs Home SDK Client SDK API Reference Cloudflare Worker SDK API Reference Go SDK API Reference Hono SDK API Reference Java SDK API Reference Next.JS SDK API Reference Node.JS SDK API Reference Python SDK API Reference Ruby SDK API Reference Rust SDK API Reference Docs / Highlight Docs / Product Features / Error Monitoring / Filtering Errors Filtering Errors highlight.io allows you to filter errors that you don't want to see in your error monitoring dashboard. This is useful for errors that you know are not relevant to your application, or for errors that you know are not actionable. Filtered errors do not count towards your billing quota. There are several options for filtering errors, all of which can be found in the "Error Monitoring" tab of your project settings . Details on each option are below. Set up ingestion filters You can set up ingestion filters by product to limit the number of data points recorded. You can filter sessions, errors, logs, or traces in the following ways: Sample a percentage of all data. For example, you may configure ingestion of 1% of all errors. For each session we receive, we will make a randomized decision that will result in storing only 1% of those. The random decision is based on the identifier of that product model for consistency. With traces, the Trace ID is used to make sure all children of the same trace are also ingested. Rate limit the maximum number of data points ingested in a 1 minute window. For example, you may configure a rate limit of 100 errors per minute. This will allow you to limit the number of errors recorded in case of a significant spike in usage of your product. Set up an exclusion query. For example, you may configure an exclusion query of environment: development . This will avoid ingesting all errors tagged with the development environment. With these filters, we will only bill you for data actually retained. For instance, setting up ingestion of only 1% of all errors will mean that you will be billed only for 1% of all errors. Show errors that have an associated frontend session recorded. You can use the disableSessionRecording setting to record frontend errors without recording a session. To find errors that have a session associated, you can use the Has Sessions filter in the errors query builder Once you open an error group instance view, check the Only instances with recorded sessions box to filter the instances. Filter errors emitted by browser extensions If your users are using browser extensions, you may see errors that are not relevant to your application. You can filter these errors by checking the "Filter errors thrown by browser extensions" box in your project settings . Ignoring error groups from alerts If you have alerts set up for your project, you can ignore specific error groups from triggering alerts. You can do this by clicking the "Ignore" button on the error group page. Filter errors by regex on the error body If you'd like to filter specific errors by a regex pattern match against the error body, you can do so by adding error filters in your project settings as well. Want to filter something else? If you'd like an easier way to filter specific types of errors, we're open to feedback. Please reach out to us in our discord community . Error Search Grouping Errors Community / Support Suggest Edits? Follow us! [object Object] | 2026-01-13T08:49:00 |
https://www.python.org/jobs/location/london-united-kingdom/ | Python Job Board | Python.org Notice: While JavaScript is not essential for this website, your interaction with the content will be limited. Please turn JavaScript on for the full experience. Skip to content ▼ Close Python PSF Docs PyPI Jobs Community ▲ The Python Network Donate ≡ Menu Search This Site GO A A Smaller Larger Reset Socialize LinkedIn Mastodon Chat on IRC Twitter Jobs Types Back end Big Data Cloud Database Evangelism Finance Front end Integration Lead Machine Learning Management Numeric processing Operations Systems Testing Web Categories Developer / Engineer Locations Telecommute Amsterdam – Netherlands Bengaluru, Karnataka – India Berkeley, CA – United States Bethesda, Maryland – United States Boston, MA – United States of America Cambridge, Massachusetts – United States Canton, Ohio – USA Chicago Or Remote, Illinois – USA Dover, North Carolina – USA London, --- – United Kingdom Mountain View, California – United States New York, Austin, Chicago, Seattle, Boulder, London, Dublin, Singapore – United States, England, Ireland, Singapore New York – United States New York, NY – United States Pontiac – USA Remote – Canada Remote or in-person (Palo Alto, CA); in-office requires 5 days/week., California – USA Remote – Remote Remote – United Kingdom Remote – USA Remote – United States São Paulo, São Paulo – Brazil Saratoga, California – United States Toronto, Ontario – Canada Warsaw (fully remote) – Poland Waterloo, toronto, qebec, bogota, medellin, montevideo, buenos aires – Canada, or Latam Countries Westport, CT – USA Submit London, --- – United Kingdom 1 Python job in London, --- – United Kingdom Have a job to post? Please fill out this form , or returning Job Board users may log in here to update job postings and create new ones. --> Founding Full-Stack Senior Engineer (UK ONLY) - Fully Remote MyDataValue London, ---, United Kingdom Back end , Database , Front end , Web Posted: 11 December 2025 Developer / Engineer Submit a Job Have a job that our community would be interested in? Please check our job submission how-to for details on how to file a job posting. After you have reviewed our how-to document , please login and use this form to create a new job posting If you have submitted jobs previously under your login, you can view them by logging in now . In case of questions, please contact the PSF Python Job Board team . Thank you. Stay up-to-date Subscribe via RSS Follow The PSF via Twitter Job Board Sponsors ▲ Back to Top About Applications Quotes Getting Started Help Python Brochure Downloads All releases Source code Windows macOS Android Other Platforms License Alternative Implementations Documentation Docs Audio/Visual Talks Beginner's Guide FAQ Non-English Docs PEP Index Python Books Python Essays Community Diversity Mailing Lists IRC Forums PSF Annual Impact Report Python Conferences Special Interest Groups Python Logo Python Wiki Code of Conduct Community Awards Get Involved Shared Stories Success Stories Arts Business Education Engineering Government Scientific Software Development News Python News PSF Newsletter PSF News PyCon US News News from the Community Events Python Events User Group Events Python Events Archive User Group Events Archive Submit an Event Contributing Developer's Guide Issue Tracker python-dev list Core Mentorship Report a Security Issue ▲ Back to Top Help & General Contact Diversity Initiatives Submit Website Bug Status Copyright ©2001-2026. Python Software Foundation Legal Statements Privacy Notice Powered by PSF Community Infrastructure --> | 2026-01-13T08:49:00 |
https://www.highlight.io/docs/general/product-features/dashboards/dashboards-tutorials/service-latency | Creating Service Latency Metrics Star us on GitHub Star Docs Sign in Sign up General Docs Welcome to highlight.io Get Started Roadmap Company Values Compliance & Security Open Source Contributing Overview GraphQL Backend Frontend (app.highlight.io) Landing Site (highlight.io) Documentation End to End SDK Example Apps Adding an SDK Application Architecture GitHub Code Spaces Code Style Good First Issues Self-hosting Self-hosted [Dev] Self-hosted [Hobby] Self-hosted [Enterprise] Telemetry Our Competitors Product Philosophy Product Features Session Replay Overview Canvas & Iframe Dev-tool Window Recording Tracking Users & Recording Events Filtering Sessions GraphQL Live Mode Performance Impact Player Session Caching Rage Clicks Request Proxying Session Search Extracting the Session URL Session Search Deep Linking Shadow Dom + Web Components Error Monitoring Overview Enhancing Errors with GitHub Error Search Filtering Errors Grouping Errors Managing Errors Manually Reporting Errors Sourcemaps General Features Overview Alerts Comments Digests Environments Search Segments Services Webhooks Logging Overview Log Alerts Log Search Tracing Overview Trace Search Dashboards Overview Dashboard Management Metrics Tutorials Service Latency Web Vitals & Page Speed User Engagement User Analytics Graphing Drilldown Event Search Dashboard Variables SQL Editor Metrics (beta) Overview Frequently Asked Questions. Integrations Integrations Overview Amplitude Integration ClickUp Integration Discord Integration Electron Support Front Integration GitHub Integration Grafana Integration Overview Setup Dashboards Alerts Height Integration Intercom Integration Jira Integration LaunchDarkly Integration Linear Integration Mixpanel Integration Nuxt Integration Pendo Integration Segment Integration Slack Integration Vercel Integration WordPress Plugin Highlight.io Changelog Overview Changelog 12 (02/17) Changelog 13 (02/24) Changelog 14 (03/03) Changelog 15 (03/11) Changelog 16 (03/19) Changelog 17 (04/07) Changelog 18 (04/26) Changelog 19 (05/22) Changelog 20 (06/06) Changelog 21 (06/21) Changelog 22 (08/07) Changelog 23 (08/22) Changelog 24 (09/11) Changelog 25 (10/03) Changelog 26 (11/08) Changelog 27 (12/22) Changelog 28 (3/6) Changelog 29 (4/2) Menu Highlight Docs Welcome to highlight.io Get Started Roadmap Company Values Compliance & Security Open Source Contributing Overview GraphQL Backend Frontend (app.highlight.io) Landing Site (highlight.io) Documentation End to End SDK Example Apps Adding an SDK Application Architecture GitHub Code Spaces Code Style Good First Issues Self-hosting Self-hosted [Dev] Self-hosted [Hobby] Self-hosted [Enterprise] Telemetry Our Competitors Product Philosophy Product Features Session Replay Overview Canvas & Iframe Dev-tool Window Recording Tracking Users & Recording Events Filtering Sessions GraphQL Live Mode Performance Impact Player Session Caching Rage Clicks Request Proxying Session Search Extracting the Session URL Session Search Deep Linking Shadow Dom + Web Components Error Monitoring Overview Enhancing Errors with GitHub Error Search Filtering Errors Grouping Errors Managing Errors Manually Reporting Errors Sourcemaps General Features Overview Alerts Comments Digests Environments Search Segments Services Webhooks Logging Overview Log Alerts Log Search Tracing Overview Trace Search Dashboards Overview Dashboard Management Metrics Tutorials Service Latency Web Vitals & Page Speed User Engagement User Analytics Graphing Drilldown Event Search Dashboard Variables SQL Editor Metrics (beta) Overview Frequently Asked Questions. Integrations Integrations Overview Amplitude Integration ClickUp Integration Discord Integration Electron Support Front Integration GitHub Integration Grafana Integration Overview Setup Dashboards Alerts Height Integration Intercom Integration Jira Integration LaunchDarkly Integration Linear Integration Mixpanel Integration Nuxt Integration Pendo Integration Segment Integration Slack Integration Vercel Integration WordPress Plugin Highlight.io Changelog Overview Changelog 12 (02/17) Changelog 13 (02/24) Changelog 14 (03/03) Changelog 15 (03/11) Changelog 16 (03/19) Changelog 17 (04/07) Changelog 18 (04/26) Changelog 19 (05/22) Changelog 20 (06/06) Changelog 21 (06/21) Changelog 22 (08/07) Changelog 23 (08/22) Changelog 24 (09/11) Changelog 25 (10/03) Changelog 26 (11/08) Changelog 27 (12/22) Changelog 28 (3/6) Changelog 29 (4/2) Getting Started Getting Started with Highlight Fullstack Mapping Browser React.js Next.js Remix Vue.js Angular Gatsby.js SvelteKit Electron highlight.run SDK Overview Canvas & WebGL Console Messages Content-Security-Policy Identifying Users iframe Recording Monkey Patches Browser OpenTelemetry Persistent Asset Storage Privacy Proxying Highlight React.js Error Boundary Recording Network Requests and Responses Recording WebSocket Events Salesforce Lightning Web Components (LWC) Data Export Sourcemap Configuration Tracking Events Troubleshooting Upgrading Highlight Versioning Sessions & Errors Other React Native (beta) Server Go Overview chi Echo Fiber Gin GORM gqlgen Logrus Manual Tracing gorilla mux JS Overview Apollo AWS Lambda Cloudflare Workers Express.js Firebase Hono Nest.js Next.js Node.js Pino tRPC Winston Python Overview AWS Lambda Azure Functions Django FastAPI Flask Google Cloud Functions Loguru Other Frameworks Python AI / LLM Libraries Python Libraries Ruby Overview Other Frameworks Ruby on Rails Rust Overview actix-web No Framework Hosting Providers Overview Metrics in AWS Logging in AWS Logging in Azure Fly.io NATS Log Shipper Logging in GCP Heroku Log Drain Render Log Stream Logging in Trigger.dev Vercel Log Drain Elixir Overview Elixir App Java: All Frameworks PHP: All Frameworks C# .NET ASP C# .NET 4 ASP Docker / Docker Compose File Fluent Forward curl OpenTelemetry Protocol (OTLP) Syslog RFC5424 Systemd / Journald Native OpenTelemetry Overview Error Monitoring Logging Tracing Browser Instrumentation Metrics Fullstack Frameworks Overview Next.js Fullstack Overview Next.js Page Router Guide Next.js App Router Guide Edge Runtime Advanced Config Remix Walkthrough Self Host & Local Dev Overview Development deployment guide. Integrations Microsoft Teams self-hosted Hobby deployment guide. Traefik SSL Proxying. Docs Home SDK Client SDK API Reference Cloudflare Worker SDK API Reference Go SDK API Reference Hono SDK API Reference Java SDK API Reference Next.JS SDK API Reference Node.JS SDK API Reference Python SDK API Reference Ruby SDK API Reference Rust SDK API Reference Docs / Highlight Docs / Product Features / Dashboards / Metrics Tutorials / Creating Service Latency Metrics Creating Service Latency Metrics Overview This tutorial guides you through creating a graph to measure and analyze service latency across all your services. By following this guide, you'll be able to effectively monitor and compare the performance of different services, helping you identify areas for optimization. Step-by-step Guide 1. Select the Data Source Begin by choosing the source of data for your graph. In highlight.io, you can select from logs, traces, sessions, or errors. For measuring service latency, we'll use traces as our data source. 2. Choose the Graph Type Next, configure how you want the graph to look. For this latency visualization, we'll use line graphs, which are excellent for showing trends over time. 3. Set the Measurement Function By default, the graph will show a count of traces. However, for latency measurement, we want to calculate the average duration of each trace. Select the "Average" function and choose "duration" as the metric to average. 4. Group by Service Name To compare latency across different services, we'll group the data by service name. Check the "Group by" option and select "service_name" from the dropdown menu. 5. Analyze the Results The resulting graph will show the average latency of all traces, grouped by service name. This visualization allows you to: Compare the performance of different services side by side Identify services with consistently high latency Spot sudden spikes or gradual increases in latency for specific services Prioritize which services need optimization based on their latency trends 6. Take Action Based on the insights from your latency graph: Investigate services with unexpectedly high latency Look for patterns, such as services that slow down during peak hours Set up alerts for when latency exceeds acceptable thresholds Plan and implement optimizations for the services that would benefit most from improved performance By consistently monitoring and analyzing this service latency graph, you'll be able to maintain and improve your application's overall performance, leading to a better user experience and more efficient resource utilization. Metrics Tutorials Creating Web Vitals & Page Speed Metrics Community / Support Suggest Edits? Follow us! [object Object] | 2026-01-13T08:49:00 |
https://www.python.org/events/python-user-group/2103/ | Python Meeting Düsseldorf | Python.org Notice: While JavaScript is not essential for this website, your interaction with the content will be limited. Please turn JavaScript on for the full experience. Skip to content ▼ Close Python PSF Docs PyPI Jobs Community ▲ The Python Network Donate ≡ Menu Search This Site GO A A Smaller Larger Reset Socialize LinkedIn Mastodon Chat on IRC Twitter About Applications Quotes Getting Started Help Python Brochure Downloads All releases Source code Windows macOS Android Other Platforms License Alternative Implementations Documentation Docs Audio/Visual Talks Beginner's Guide FAQ Non-English Docs PEP Index Python Books Python Essays Community Diversity Mailing Lists IRC Forums PSF Annual Impact Report Python Conferences Special Interest Groups Python Logo Python Wiki Code of Conduct Community Awards Get Involved Shared Stories Success Stories Arts Business Education Engineering Government Scientific Software Development News Python News PSF Newsletter PSF News PyCon US News News from the Community Events Python Events User Group Events Python Events Archive User Group Events Archive Submit an Event Python Meeting Düsseldorf Düsseldorf, Germany 14 Jan. from 5pm UTC to 8pm UTC , 2026 Python Meeting Düsseldorf ← Previous Building an AI Agent in JetBrains Amsterdam Terrace Tower office; Gelrestraat 16, 1079 MZ, Amsterdam, The Netherlands Next → Python Meeting Düsseldorf in Düsseldorf, Germany Explore events -- Change your date range The next 7 days The next 30 days The next 90 days The next year More events at Düsseldorf, Germany Python Meeting Düsseldorf Python Meeting Düsseldorf Python Meeting Düsseldorf - Python Herbst Sprint 2025 Python Meeting Düsseldorf Python Meeting Düsseldorf Python Meeting Düsseldorf Python Meeting Düsseldorf Python Meeting Düsseldorf Python Meeting Düsseldorf Python Meeting Düsseldorf Python Meeting Düsseldorf Python Meeting Düsseldorf Python Meeting Düsseldorf Python Meeting Düsseldorf: Sprint Sprint / Hackathon Python Meeting Düsseldorf Python Meeting Düsseldorf Python Meeting Düsseldorf Python Meeting Düsseldorf Python Meeting Düsseldorf Python Meeting Düsseldorf Python Meeting Düsseldorf Python Meeting Düsseldorf Python Meeting Düsseldorf Python Meeting Düsseldorf Python Meeting Düsseldorf Python Meeting Düsseldorf Python Meeting Düsseldorf Python Meeting Düsseldorf ▲ Back to Top About Applications Quotes Getting Started Help Python Brochure Downloads All releases Source code Windows macOS Android Other Platforms License Alternative Implementations Documentation Docs Audio/Visual Talks Beginner's Guide FAQ Non-English Docs PEP Index Python Books Python Essays Community Diversity Mailing Lists IRC Forums PSF Annual Impact Report Python Conferences Special Interest Groups Python Logo Python Wiki Code of Conduct Community Awards Get Involved Shared Stories Success Stories Arts Business Education Engineering Government Scientific Software Development News Python News PSF Newsletter PSF News PyCon US News News from the Community Events Python Events User Group Events Python Events Archive User Group Events Archive Submit an Event Contributing Developer's Guide Issue Tracker python-dev list Core Mentorship Report a Security Issue ▲ Back to Top Help & General Contact Diversity Initiatives Submit Website Bug Status Copyright ©2001-2026. Python Software Foundation Legal Statements Privacy Notice Powered by PSF Community Infrastructure --> | 2026-01-13T08:49:00 |
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Skip to content ▼ Close Python PSF Docs PyPI Jobs Community ▲ The Python Network Donate ≡ Menu Search This Site GO A A Smaller Larger Reset Socialize LinkedIn Mastodon Chat on IRC Twitter About Applications Quotes Getting Started Help Python Brochure Downloads All releases Source code Windows macOS Android Other Platforms License Alternative Implementations Documentation Docs Audio/Visual Talks Beginner's Guide FAQ Non-English Docs PEP Index Python Books Python Essays Community Diversity Mailing Lists IRC Forums PSF Annual Impact Report Python Conferences Special Interest Groups Python Logo Python Wiki Code of Conduct Community Awards Get Involved Shared Stories Success Stories Arts Business Education Engineering Government Scientific Software Development News Python News PSF Newsletter PSF News PyCon US News News from the Community Events Python Events User Group Events Python Events Archive User Group Events Archive Submit an Event Python allows us to produce maintainable features in record times, with a minimum of developers. Cuong Do, Software Architect YouTube.com Newest success stories Python on Arm: 2025 Update Want to know how Python is performing on Arm across Linux, Windows, and the cloud? Our 2025 update highlights the latest JIT improvements, ecosystem milestones like GitHub runners and PyTorch on Windows, and the continued collaboration driving it all forward. Read more Using Python to build a solution for instant tokenized real estate redemptions Python programmability on Algorand makes the entire development lifecycle easier and means more affordable and efficient maintenance and upgrades going forward. Read more Zama Concrete ML: Simplifying Homomorphic Encryption for Python Machine Learning To simplify the adoption of FHE, which involves a complex and resource-intensive technological stack, Zama developed tools that streamline the integration of FHE into applications. 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https://www.highlight.io/docs/general/product-features/error-monitoring/overview | Error Monitoring Features Star us on GitHub Star Docs Sign in Sign up General Docs Welcome to highlight.io Get Started Roadmap Company Values Compliance & Security Open Source Contributing Overview GraphQL Backend Frontend (app.highlight.io) Landing Site (highlight.io) Documentation End to End SDK Example Apps Adding an SDK Application Architecture GitHub Code Spaces Code Style Good First Issues Self-hosting Self-hosted [Dev] Self-hosted [Hobby] Self-hosted [Enterprise] Telemetry Our Competitors Product Philosophy Product Features Session Replay Overview Canvas & Iframe Dev-tool Window Recording Tracking Users & Recording Events Filtering Sessions GraphQL Live Mode Performance Impact Player Session Caching Rage Clicks Request Proxying Session Search Extracting the Session URL Session Search Deep Linking Shadow Dom + Web Components Error Monitoring Overview Enhancing Errors with GitHub Error Search Filtering Errors Grouping Errors Managing Errors Manually Reporting Errors Sourcemaps General Features Overview Alerts Comments Digests Environments Search Segments Services Webhooks Logging Overview Log Alerts Log Search Tracing Overview Trace Search Dashboards Overview Dashboard Management Metrics Tutorials Service Latency Web Vitals & Page Speed User Engagement User Analytics Graphing Drilldown Event Search Dashboard Variables SQL Editor Metrics (beta) Overview Frequently Asked Questions. Integrations Integrations Overview Amplitude Integration ClickUp Integration Discord Integration Electron Support Front Integration GitHub Integration Grafana Integration Overview Setup Dashboards Alerts Height Integration Intercom Integration Jira Integration LaunchDarkly Integration Linear Integration Mixpanel Integration Nuxt Integration Pendo Integration Segment Integration Slack Integration Vercel Integration WordPress Plugin Highlight.io Changelog Overview Changelog 12 (02/17) Changelog 13 (02/24) Changelog 14 (03/03) Changelog 15 (03/11) Changelog 16 (03/19) Changelog 17 (04/07) Changelog 18 (04/26) Changelog 19 (05/22) Changelog 20 (06/06) Changelog 21 (06/21) Changelog 22 (08/07) Changelog 23 (08/22) Changelog 24 (09/11) Changelog 25 (10/03) Changelog 26 (11/08) Changelog 27 (12/22) Changelog 28 (3/6) Changelog 29 (4/2) Menu Highlight Docs Welcome to highlight.io Get Started Roadmap Company Values Compliance & Security Open Source Contributing Overview GraphQL Backend Frontend (app.highlight.io) Landing Site (highlight.io) Documentation End to End SDK Example Apps Adding an SDK Application Architecture GitHub Code Spaces Code Style Good First Issues Self-hosting Self-hosted [Dev] Self-hosted [Hobby] Self-hosted [Enterprise] Telemetry Our Competitors Product Philosophy Product Features Session Replay Overview Canvas & Iframe Dev-tool Window Recording Tracking Users & Recording Events Filtering Sessions GraphQL Live Mode Performance Impact Player Session Caching Rage Clicks Request Proxying Session Search Extracting the Session URL Session Search Deep Linking Shadow Dom + Web Components Error Monitoring Overview Enhancing Errors with GitHub Error Search Filtering Errors Grouping Errors Managing Errors Manually Reporting Errors Sourcemaps General Features Overview Alerts Comments Digests Environments Search Segments Services Webhooks Logging Overview Log Alerts Log Search Tracing Overview Trace Search Dashboards Overview Dashboard Management Metrics Tutorials Service Latency Web Vitals & Page Speed User Engagement User Analytics Graphing Drilldown Event Search Dashboard Variables SQL Editor Metrics (beta) Overview Frequently Asked Questions. Integrations Integrations Overview Amplitude Integration ClickUp Integration Discord Integration Electron Support Front Integration GitHub Integration Grafana Integration Overview Setup Dashboards Alerts Height Integration Intercom Integration Jira Integration LaunchDarkly Integration Linear Integration Mixpanel Integration Nuxt Integration Pendo Integration Segment Integration Slack Integration Vercel Integration WordPress Plugin Highlight.io Changelog Overview Changelog 12 (02/17) Changelog 13 (02/24) Changelog 14 (03/03) Changelog 15 (03/11) Changelog 16 (03/19) Changelog 17 (04/07) Changelog 18 (04/26) Changelog 19 (05/22) Changelog 20 (06/06) Changelog 21 (06/21) Changelog 22 (08/07) Changelog 23 (08/22) Changelog 24 (09/11) Changelog 25 (10/03) Changelog 26 (11/08) Changelog 27 (12/22) Changelog 28 (3/6) Changelog 29 (4/2) Getting Started Getting Started with Highlight Fullstack Mapping Browser React.js Next.js Remix Vue.js Angular Gatsby.js SvelteKit Electron highlight.run SDK Overview Canvas & WebGL Console Messages Content-Security-Policy Identifying Users iframe Recording Monkey Patches Browser OpenTelemetry Persistent Asset Storage Privacy Proxying Highlight React.js Error Boundary Recording Network Requests and Responses Recording WebSocket Events Salesforce Lightning Web Components (LWC) Data Export Sourcemap Configuration Tracking Events Troubleshooting Upgrading Highlight Versioning Sessions & Errors Other React Native (beta) Server Go Overview chi Echo Fiber Gin GORM gqlgen Logrus Manual Tracing gorilla mux JS Overview Apollo AWS Lambda Cloudflare Workers Express.js Firebase Hono Nest.js Next.js Node.js Pino tRPC Winston Python Overview AWS Lambda Azure Functions Django FastAPI Flask Google Cloud Functions Loguru Other Frameworks Python AI / LLM Libraries Python Libraries Ruby Overview Other Frameworks Ruby on Rails Rust Overview actix-web No Framework Hosting Providers Overview Metrics in AWS Logging in AWS Logging in Azure Fly.io NATS Log Shipper Logging in GCP Heroku Log Drain Render Log Stream Logging in Trigger.dev Vercel Log Drain Elixir Overview Elixir App Java: All Frameworks PHP: All Frameworks C# .NET ASP C# .NET 4 ASP Docker / Docker Compose File Fluent Forward curl OpenTelemetry Protocol (OTLP) Syslog RFC5424 Systemd / Journald Native OpenTelemetry Overview Error Monitoring Logging Tracing Browser Instrumentation Metrics Fullstack Frameworks Overview Next.js Fullstack Overview Next.js Page Router Guide Next.js App Router Guide Edge Runtime Advanced Config Remix Walkthrough Self Host & Local Dev Overview Development deployment guide. Integrations Microsoft Teams self-hosted Hobby deployment guide. Traefik SSL Proxying. Docs Home SDK Client SDK API Reference Cloudflare Worker SDK API Reference Go SDK API Reference Hono SDK API Reference Java SDK API Reference Next.JS SDK API Reference Node.JS SDK API Reference Python SDK API Reference Ruby SDK API Reference Rust SDK API Reference Docs / Highlight Docs / Product Features / Error Monitoring / Error Monitoring Features Error Monitoring Features Error monitoring in highlight.io is different than most tools, in that we emphasize the mapping between your frontend and backend. Keep reading to learn more about our feature set and get started. Get started Get Started Get started with session replay by installing highlight.io Features Manually Reporting Errors Manually report errors that are not caught by the SDK. Grouping Errors Logic for grouping errors to mitigate repetition. Sourcemaps Configure sourcemaps for your frontend errors. Versioning Errors. Send highlight.io metadata so you can version errors across deploys. Filtering and Ignoring Errors Options for filtering and ignoring errors. Managing Errors Features for managing errors Error Search. Features that allow you to search for errors in your app. Error Monitoring Enhancing Errors with GitHub Community / Support Suggest Edits? Follow us! [object Object] | 2026-01-13T08:49:00 |
https://www.highlight.io/docs/general/product-features/error-monitoring/managing-errors | Managing Errors Star us on GitHub Star Docs Sign in Sign up General Docs Welcome to highlight.io Get Started Roadmap Company Values Compliance & Security Open Source Contributing Overview GraphQL Backend Frontend (app.highlight.io) Landing Site (highlight.io) Documentation End to End SDK Example Apps Adding an SDK Application Architecture GitHub Code Spaces Code Style Good First Issues Self-hosting Self-hosted [Dev] Self-hosted [Hobby] Self-hosted [Enterprise] Telemetry Our Competitors Product Philosophy Product Features Session Replay Overview Canvas & Iframe Dev-tool Window Recording Tracking Users & Recording Events Filtering Sessions GraphQL Live Mode Performance Impact Player Session Caching Rage Clicks Request Proxying Session Search Extracting the Session URL Session Search Deep Linking Shadow Dom + Web Components Error Monitoring Overview Enhancing Errors with GitHub Error Search Filtering Errors Grouping Errors Managing Errors Manually Reporting Errors Sourcemaps General Features Overview Alerts Comments Digests Environments Search Segments Services Webhooks Logging Overview Log Alerts Log Search Tracing Overview Trace Search Dashboards Overview Dashboard Management Metrics Tutorials Service Latency Web Vitals & Page Speed User Engagement User Analytics Graphing Drilldown Event Search Dashboard Variables SQL Editor Metrics (beta) Overview Frequently Asked Questions. Integrations Integrations Overview Amplitude Integration ClickUp Integration Discord Integration Electron Support Front Integration GitHub Integration Grafana Integration Overview Setup Dashboards Alerts Height Integration Intercom Integration Jira Integration LaunchDarkly Integration Linear Integration Mixpanel Integration Nuxt Integration Pendo Integration Segment Integration Slack Integration Vercel Integration WordPress Plugin Highlight.io Changelog Overview Changelog 12 (02/17) Changelog 13 (02/24) Changelog 14 (03/03) Changelog 15 (03/11) Changelog 16 (03/19) Changelog 17 (04/07) Changelog 18 (04/26) Changelog 19 (05/22) Changelog 20 (06/06) Changelog 21 (06/21) Changelog 22 (08/07) Changelog 23 (08/22) Changelog 24 (09/11) Changelog 25 (10/03) Changelog 26 (11/08) Changelog 27 (12/22) Changelog 28 (3/6) Changelog 29 (4/2) Menu Highlight Docs Welcome to highlight.io Get Started Roadmap Company Values Compliance & Security Open Source Contributing Overview GraphQL Backend Frontend (app.highlight.io) Landing Site (highlight.io) Documentation End to End SDK Example Apps Adding an SDK Application Architecture GitHub Code Spaces Code Style Good First Issues Self-hosting Self-hosted [Dev] Self-hosted [Hobby] Self-hosted [Enterprise] Telemetry Our Competitors Product Philosophy Product Features Session Replay Overview Canvas & Iframe Dev-tool Window Recording Tracking Users & Recording Events Filtering Sessions GraphQL Live Mode Performance Impact Player Session Caching Rage Clicks Request Proxying Session Search Extracting the Session URL Session Search Deep Linking Shadow Dom + Web Components Error Monitoring Overview Enhancing Errors with GitHub Error Search Filtering Errors Grouping Errors Managing Errors Manually Reporting Errors Sourcemaps General Features Overview Alerts Comments Digests Environments Search Segments Services Webhooks Logging Overview Log Alerts Log Search Tracing Overview Trace Search Dashboards Overview Dashboard Management Metrics Tutorials Service Latency Web Vitals & Page Speed User Engagement User Analytics Graphing Drilldown Event Search Dashboard Variables SQL Editor Metrics (beta) Overview Frequently Asked Questions. Integrations Integrations Overview Amplitude Integration ClickUp Integration Discord Integration Electron Support Front Integration GitHub Integration Grafana Integration Overview Setup Dashboards Alerts Height Integration Intercom Integration Jira Integration LaunchDarkly Integration Linear Integration Mixpanel Integration Nuxt Integration Pendo Integration Segment Integration Slack Integration Vercel Integration WordPress Plugin Highlight.io Changelog Overview Changelog 12 (02/17) Changelog 13 (02/24) Changelog 14 (03/03) Changelog 15 (03/11) Changelog 16 (03/19) Changelog 17 (04/07) Changelog 18 (04/26) Changelog 19 (05/22) Changelog 20 (06/06) Changelog 21 (06/21) Changelog 22 (08/07) Changelog 23 (08/22) Changelog 24 (09/11) Changelog 25 (10/03) Changelog 26 (11/08) Changelog 27 (12/22) Changelog 28 (3/6) Changelog 29 (4/2) Getting Started Getting Started with Highlight Fullstack Mapping Browser React.js Next.js Remix Vue.js Angular Gatsby.js SvelteKit Electron highlight.run SDK Overview Canvas & WebGL Console Messages Content-Security-Policy Identifying Users iframe Recording Monkey Patches Browser OpenTelemetry Persistent Asset Storage Privacy Proxying Highlight React.js Error Boundary Recording Network Requests and Responses Recording WebSocket Events Salesforce Lightning Web Components (LWC) Data Export Sourcemap Configuration Tracking Events Troubleshooting Upgrading Highlight Versioning Sessions & Errors Other React Native (beta) Server Go Overview chi Echo Fiber Gin GORM gqlgen Logrus Manual Tracing gorilla mux JS Overview Apollo AWS Lambda Cloudflare Workers Express.js Firebase Hono Nest.js Next.js Node.js Pino tRPC Winston Python Overview AWS Lambda Azure Functions Django FastAPI Flask Google Cloud Functions Loguru Other Frameworks Python AI / LLM Libraries Python Libraries Ruby Overview Other Frameworks Ruby on Rails Rust Overview actix-web No Framework Hosting Providers Overview Metrics in AWS Logging in AWS Logging in Azure Fly.io NATS Log Shipper Logging in GCP Heroku Log Drain Render Log Stream Logging in Trigger.dev Vercel Log Drain Elixir Overview Elixir App Java: All Frameworks PHP: All Frameworks C# .NET ASP C# .NET 4 ASP Docker / Docker Compose File Fluent Forward curl OpenTelemetry Protocol (OTLP) Syslog RFC5424 Systemd / Journald Native OpenTelemetry Overview Error Monitoring Logging Tracing Browser Instrumentation Metrics Fullstack Frameworks Overview Next.js Fullstack Overview Next.js Page Router Guide Next.js App Router Guide Edge Runtime Advanced Config Remix Walkthrough Self Host & Local Dev Overview Development deployment guide. Integrations Microsoft Teams self-hosted Hobby deployment guide. Traefik SSL Proxying. Docs Home SDK Client SDK API Reference Cloudflare Worker SDK API Reference Go SDK API Reference Hono SDK API Reference Java SDK API Reference Next.JS SDK API Reference Node.JS SDK API Reference Python SDK API Reference Ruby SDK API Reference Rust SDK API Reference Docs / Highlight Docs / Product Features / Error Monitoring / Managing Errors Managing Errors Keeping on top of errors is a challenging effort for any company. Bugs are rarely prioritized and typically don't get attention until a customer writes in about it. Very quickly, errors pile up and it is challenging to distinguish what is signal versus what is noise. Resolving errors Once an error has been fixed, update the status to "Resolved" to remove it from the main Errors view. Auto-resolving errors In your project settings , you can auto-resolve errors that haven't been seen for a given time period. If you're trying to manage your error fatigue, we recommend setting this to something low like "7 days". Snoozing errors If an error is frequently occurring and is causing lots of noise, you can Snooze until a certain time. Want additional management features? If you'd like additional ways to manage errors, we're open to feedback. Please reach out to us in our discord community . Grouping Errors Manually Reporting Errors Community / Support Suggest Edits? Follow us! [object Object] | 2026-01-13T08:49:00 |
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https://www.youtube.com/watch?v=mneDaMYOKP8&list=PLNG_1j3cPCaZZ7etkzWA7JfdmKWT0pMsa&index=7 | React Docs Keynote - 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://docs.python.org/3/library/stdtypes.html#str | Built-in Types — Python 3.14.2 documentation Theme Auto Light Dark Table of Contents Built-in Types Truth Value Testing Boolean Operations — and , or , not Comparisons Numeric Types — int , float , complex Bitwise Operations on Integer Types Additional Methods on Integer Types Additional Methods on Float Additional Methods on Complex Hashing of numeric types Boolean Type - bool Iterator Types Generator Types Sequence Types — list , tuple , range Common Sequence Operations Immutable Sequence Types Mutable Sequence Types Lists Tuples Ranges Text and Binary Sequence Type Methods Summary Text Sequence Type — str String Methods Formatted String Literals (f-strings) Debug specifier Conversion specifier Format specifier Template String Literals (t-strings) printf -style String Formatting Binary Sequence Types — bytes , bytearray , memoryview Bytes Objects Bytearray Objects Bytes and Bytearray Operations printf -style Bytes Formatting Memory Views Set Types — set , frozenset Mapping Types — dict Dictionary view objects Context Manager Types Type Annotation Types — Generic Alias , Union Generic Alias Type Standard Generic Classes Special Attributes of GenericAlias objects Union Type Other Built-in Types Modules Classes and Class Instances Functions Methods Code Objects Type Objects The Null Object The Ellipsis Object The NotImplemented Object Internal Objects Special Attributes Integer string conversion length limitation Affected APIs Configuring the limit Recommended configuration Previous topic Built-in Constants Next topic Built-in Exceptions This page Report a bug Show source Navigation index modules | next | previous | Python » 3.14.2 Documentation » The Python Standard Library » Built-in Types | Theme Auto Light Dark | Built-in Types ¶ The following sections describe the standard types that are built into the interpreter. The principal built-in types are numerics, sequences, mappings, classes, instances and exceptions. Some collection classes are mutable. The methods that add, subtract, or rearrange their members in place, and don’t return a specific item, never return the collection instance itself but None . Some operations are supported by several object types; in particular, practically all objects can be compared for equality, tested for truth value, and converted to a string (with the repr() function or the slightly different str() function). The latter function is implicitly used when an object is written by the print() function. Truth Value Testing ¶ Any object can be tested for truth value, for use in an if or while condition or as operand of the Boolean operations below. By default, an object is considered true unless its class defines either a __bool__() method that returns False or a __len__() method that returns zero, when called with the object. [ 1 ] If one of the methods raises an exception when called, the exception is propagated and the object does not have a truth value (for example, NotImplemented ). Here are most of the built-in objects considered false: constants defined to be false: None and False zero of any numeric type: 0 , 0.0 , 0j , Decimal(0) , Fraction(0, 1) empty sequences and collections: '' , () , [] , {} , set() , range(0) Operations and built-in functions that have a Boolean result always return 0 or False for false and 1 or True for true, unless otherwise stated. (Important exception: the Boolean operations or and and always return one of their operands.) Boolean Operations — and , or , not ¶ These are the Boolean operations, ordered by ascending priority: Operation Result Notes x or y if x is true, then x , else y (1) x and y if x is false, then x , else y (2) not x if x is false, then True , else False (3) Notes: This is a short-circuit operator, so it only evaluates the second argument if the first one is false. This is a short-circuit operator, so it only evaluates the second argument if the first one is true. not has a lower priority than non-Boolean operators, so not a == b is interpreted as not (a == b) , and a == not b is a syntax error. Comparisons ¶ There are eight comparison operations in Python. They all have the same priority (which is higher than that of the Boolean operations). Comparisons can be chained arbitrarily; for example, x < y <= z is equivalent to x < y and y <= z , except that y is evaluated only once (but in both cases z is not evaluated at all when x < y is found to be false). This table summarizes the comparison operations: Operation Meaning < strictly less than <= less than or equal > strictly greater than >= greater than or equal == equal != not equal is object identity is not negated object identity Unless stated otherwise, objects of different types never compare equal. The == operator is always defined but for some object types (for example, class objects) is equivalent to is . The < , <= , > and >= operators are only defined where they make sense; for example, they raise a TypeError exception when one of the arguments is a complex number. Non-identical instances of a class normally compare as non-equal unless the class defines the __eq__() method. Instances of a class cannot be ordered with respect to other instances of the same class, or other types of object, unless the class defines enough of the methods __lt__() , __le__() , __gt__() , and __ge__() (in general, __lt__() and __eq__() are sufficient, if you want the conventional meanings of the comparison operators). The behavior of the is and is not operators cannot be customized; also they can be applied to any two objects and never raise an exception. Two more operations with the same syntactic priority, in and not in , are supported by types that are iterable or implement the __contains__() method. Numeric Types — int , float , complex ¶ There are three distinct numeric types: integers , floating-point numbers , and complex numbers . In addition, Booleans are a subtype of integers. Integers have unlimited precision. Floating-point numbers are usually implemented using double in C; information about the precision and internal representation of floating-point numbers for the machine on which your program is running is available in sys.float_info . Complex numbers have a real and imaginary part, which are each a floating-point number. To extract these parts from a complex number z , use z.real and z.imag . (The standard library includes the additional numeric types fractions.Fraction , for rationals, and decimal.Decimal , for floating-point numbers with user-definable precision.) Numbers are created by numeric literals or as the result of built-in functions and operators. Unadorned integer literals (including hex, octal and binary numbers) yield integers. Numeric literals containing a decimal point or an exponent sign yield floating-point numbers. Appending 'j' or 'J' to a numeric literal yields an imaginary number (a complex number with a zero real part) which you can add to an integer or float to get a complex number with real and imaginary parts. The constructors int() , float() , and complex() can be used to produce numbers of a specific type. Python fully supports mixed arithmetic: when a binary arithmetic operator has operands of different numeric types, the operand with the “narrower” type is widened to that of the other, where integer is narrower than floating point. Arithmetic with complex and real operands is defined by the usual mathematical formula, for example: x + complex ( u , v ) = complex ( x + u , v ) x * complex ( u , v ) = complex ( x * u , x * v ) A comparison between numbers of different types behaves as though the exact values of those numbers were being compared. [ 2 ] All numeric types (except complex) support the following operations (for priorities of the operations, see Operator precedence ): Operation Result Notes Full documentation x + y sum of x and y x - y difference of x and y x * y product of x and y x / y quotient of x and y x // y floored quotient of x and y (1)(2) x % y remainder of x / y (2) -x x negated +x x unchanged abs(x) absolute value or magnitude of x abs() int(x) x converted to integer (3)(6) int() float(x) x converted to floating point (4)(6) float() complex(re, im) a complex number with real part re , imaginary part im . im defaults to zero. (6) complex() c.conjugate() conjugate of the complex number c divmod(x, y) the pair (x // y, x % y) (2) divmod() pow(x, y) x to the power y (5) pow() x ** y x to the power y (5) Notes: Also referred to as integer division. For operands of type int , the result has type int . For operands of type float , the result has type float . In general, the result is a whole integer, though the result’s type is not necessarily int . The result is always rounded towards minus infinity: 1//2 is 0 , (-1)//2 is -1 , 1//(-2) is -1 , and (-1)//(-2) is 0 . Not for complex numbers. Instead convert to floats using abs() if appropriate. Conversion from float to int truncates, discarding the fractional part. See functions math.floor() and math.ceil() for alternative conversions. float also accepts the strings “nan” and “inf” with an optional prefix “+” or “-” for Not a Number (NaN) and positive or negative infinity. Python defines pow(0, 0) and 0 ** 0 to be 1 , as is common for programming languages. The numeric literals accepted include the digits 0 to 9 or any Unicode equivalent (code points with the Nd property). See the Unicode Standard for a complete list of code points with the Nd property. All numbers.Real types ( int and float ) also include the following operations: Operation Result math.trunc(x) x truncated to Integral round(x[, n]) x rounded to n digits, rounding half to even. If n is omitted, it defaults to 0. math.floor(x) the greatest Integral <= x math.ceil(x) the least Integral >= x For additional numeric operations see the math and cmath modules. Bitwise Operations on Integer Types ¶ Bitwise operations only make sense for integers. The result of bitwise operations is calculated as though carried out in two’s complement with an infinite number of sign bits. The priorities of the binary bitwise operations are all lower than the numeric operations and higher than the comparisons; the unary operation ~ has the same priority as the other unary numeric operations ( + and - ). This table lists the bitwise operations sorted in ascending priority: Operation Result Notes x | y bitwise or of x and y (4) x ^ y bitwise exclusive or of x and y (4) x & y bitwise and of x and y (4) x << n x shifted left by n bits (1)(2) x >> n x shifted right by n bits (1)(3) ~x the bits of x inverted Notes: Negative shift counts are illegal and cause a ValueError to be raised. A left shift by n bits is equivalent to multiplication by pow(2, n) . A right shift by n bits is equivalent to floor division by pow(2, n) . Performing these calculations with at least one extra sign extension bit in a finite two’s complement representation (a working bit-width of 1 + max(x.bit_length(), y.bit_length()) or more) is sufficient to get the same result as if there were an infinite number of sign bits. Additional Methods on Integer Types ¶ The int type implements the numbers.Integral abstract base class . In addition, it provides a few more methods: int. bit_length ( ) ¶ Return the number of bits necessary to represent an integer in binary, excluding the sign and leading zeros: >>> n = - 37 >>> bin ( n ) '-0b100101' >>> n . bit_length () 6 More precisely, if x is nonzero, then x.bit_length() is the unique positive integer k such that 2**(k-1) <= abs(x) < 2**k . Equivalently, when abs(x) is small enough to have a correctly rounded logarithm, then k = 1 + int(log(abs(x), 2)) . If x is zero, then x.bit_length() returns 0 . Equivalent to: def bit_length ( self ): s = bin ( self ) # binary representation: bin(-37) --> '-0b100101' s = s . lstrip ( '-0b' ) # remove leading zeros and minus sign return len ( s ) # len('100101') --> 6 Added in version 3.1. int. bit_count ( ) ¶ Return the number of ones in the binary representation of the absolute value of the integer. This is also known as the population count. Example: >>> n = 19 >>> bin ( n ) '0b10011' >>> n . bit_count () 3 >>> ( - n ) . bit_count () 3 Equivalent to: def bit_count ( self ): return bin ( self ) . count ( "1" ) Added in version 3.10. int. to_bytes ( length = 1 , byteorder = 'big' , * , signed = False ) ¶ Return an array of bytes representing an integer. >>> ( 1024 ) . to_bytes ( 2 , byteorder = 'big' ) b'\x04\x00' >>> ( 1024 ) . to_bytes ( 10 , byteorder = 'big' ) b'\x00\x00\x00\x00\x00\x00\x00\x00\x04\x00' >>> ( - 1024 ) . to_bytes ( 10 , byteorder = 'big' , signed = True ) b'\xff\xff\xff\xff\xff\xff\xff\xff\xfc\x00' >>> x = 1000 >>> x . to_bytes (( x . bit_length () + 7 ) // 8 , byteorder = 'little' ) b'\xe8\x03' The integer is represented using length bytes, and defaults to 1. An OverflowError is raised if the integer is not representable with the given number of bytes. The byteorder argument determines the byte order used to represent the integer, and defaults to "big" . If byteorder is "big" , the most significant byte is at the beginning of the byte array. If byteorder is "little" , the most significant byte is at the end of the byte array. The signed argument determines whether two’s complement is used to represent the integer. If signed is False and a negative integer is given, an OverflowError is raised. The default value for signed is False . The default values can be used to conveniently turn an integer into a single byte object: >>> ( 65 ) . to_bytes () b'A' However, when using the default arguments, don’t try to convert a value greater than 255 or you’ll get an OverflowError . Equivalent to: def to_bytes ( n , length = 1 , byteorder = 'big' , signed = False ): if byteorder == 'little' : order = range ( length ) elif byteorder == 'big' : order = reversed ( range ( length )) else : raise ValueError ( "byteorder must be either 'little' or 'big'" ) return bytes (( n >> i * 8 ) & 0xff for i in order ) Added in version 3.2. Changed in version 3.11: Added default argument values for length and byteorder . classmethod int. from_bytes ( bytes , byteorder = 'big' , * , signed = False ) ¶ Return the integer represented by the given array of bytes. >>> int . from_bytes ( b ' \x00\x10 ' , byteorder = 'big' ) 16 >>> int . from_bytes ( b ' \x00\x10 ' , byteorder = 'little' ) 4096 >>> int . from_bytes ( b ' \xfc\x00 ' , byteorder = 'big' , signed = True ) -1024 >>> int . from_bytes ( b ' \xfc\x00 ' , byteorder = 'big' , signed = False ) 64512 >>> int . from_bytes ([ 255 , 0 , 0 ], byteorder = 'big' ) 16711680 The argument bytes must either be a bytes-like object or an iterable producing bytes. The byteorder argument determines the byte order used to represent the integer, and defaults to "big" . If byteorder is "big" , the most significant byte is at the beginning of the byte array. If byteorder is "little" , the most significant byte is at the end of the byte array. To request the native byte order of the host system, use sys.byteorder as the byte order value. The signed argument indicates whether two’s complement is used to represent the integer. Equivalent to: def from_bytes ( bytes , byteorder = 'big' , signed = False ): if byteorder == 'little' : little_ordered = list ( bytes ) elif byteorder == 'big' : little_ordered = list ( reversed ( bytes )) else : raise ValueError ( "byteorder must be either 'little' or 'big'" ) n = sum ( b << i * 8 for i , b in enumerate ( little_ordered )) if signed and little_ordered and ( little_ordered [ - 1 ] & 0x80 ): n -= 1 << 8 * len ( little_ordered ) return n Added in version 3.2. Changed in version 3.11: Added default argument value for byteorder . int. as_integer_ratio ( ) ¶ Return a pair of integers whose ratio is equal to the original integer and has a positive denominator. The integer ratio of integers (whole numbers) is always the integer as the numerator and 1 as the denominator. Added in version 3.8. int. is_integer ( ) ¶ Returns True . Exists for duck type compatibility with float.is_integer() . Added in version 3.12. Additional Methods on Float ¶ The float type implements the numbers.Real abstract base class . float also has the following additional methods. classmethod float. from_number ( x ) ¶ Class method to return a floating-point number constructed from a number x . If the argument is an integer or a floating-point number, a floating-point number with the same value (within Python’s floating-point precision) is returned. If the argument is outside the range of a Python float, an OverflowError will be raised. For a general Python object x , float.from_number(x) delegates to x.__float__() . If __float__() is not defined then it falls back to __index__() . Added in version 3.14. float. as_integer_ratio ( ) ¶ Return a pair of integers whose ratio is exactly equal to the original float. The ratio is in lowest terms and has a positive denominator. Raises OverflowError on infinities and a ValueError on NaNs. float. is_integer ( ) ¶ Return True if the float instance is finite with integral value, and False otherwise: >>> ( - 2.0 ) . is_integer () True >>> ( 3.2 ) . is_integer () False Two methods support conversion to and from hexadecimal strings. Since Python’s floats are stored internally as binary numbers, converting a float to or from a decimal string usually involves a small rounding error. In contrast, hexadecimal strings allow exact representation and specification of floating-point numbers. This can be useful when debugging, and in numerical work. float. hex ( ) ¶ Return a representation of a floating-point number as a hexadecimal string. For finite floating-point numbers, this representation will always include a leading 0x and a trailing p and exponent. classmethod float. fromhex ( s ) ¶ Class method to return the float represented by a hexadecimal string s . The string s may have leading and trailing whitespace. Note that float.hex() is an instance method, while float.fromhex() is a class method. A hexadecimal string takes the form: [ sign ] [ '0x' ] integer [ '.' fraction ] [ 'p' exponent ] where the optional sign may by either + or - , integer and fraction are strings of hexadecimal digits, and exponent is a decimal integer with an optional leading sign. Case is not significant, and there must be at least one hexadecimal digit in either the integer or the fraction. This syntax is similar to the syntax specified in section 6.4.4.2 of the C99 standard, and also to the syntax used in Java 1.5 onwards. In particular, the output of float.hex() is usable as a hexadecimal floating-point literal in C or Java code, and hexadecimal strings produced by C’s %a format character or Java’s Double.toHexString are accepted by float.fromhex() . Note that the exponent is written in decimal rather than hexadecimal, and that it gives the power of 2 by which to multiply the coefficient. For example, the hexadecimal string 0x3.a7p10 represents the floating-point number (3 + 10./16 + 7./16**2) * 2.0**10 , or 3740.0 : >>> float . fromhex ( '0x3.a7p10' ) 3740.0 Applying the reverse conversion to 3740.0 gives a different hexadecimal string representing the same number: >>> float . hex ( 3740.0 ) '0x1.d380000000000p+11' Additional Methods on Complex ¶ The complex type implements the numbers.Complex abstract base class . complex also has the following additional methods. classmethod complex. from_number ( x ) ¶ Class method to convert a number to a complex number. For a general Python object x , complex.from_number(x) delegates to x.__complex__() . If __complex__() is not defined then it falls back to __float__() . If __float__() is not defined then it falls back to __index__() . Added in version 3.14. Hashing of numeric types ¶ For numbers x and y , possibly of different types, it’s a requirement that hash(x) == hash(y) whenever x == y (see the __hash__() method documentation for more details). For ease of implementation and efficiency across a variety of numeric types (including int , float , decimal.Decimal and fractions.Fraction ) Python’s hash for numeric types is based on a single mathematical function that’s defined for any rational number, and hence applies to all instances of int and fractions.Fraction , and all finite instances of float and decimal.Decimal . Essentially, this function is given by reduction modulo P for a fixed prime P . The value of P is made available to Python as the modulus attribute of sys.hash_info . CPython implementation detail: Currently, the prime used is P = 2**31 - 1 on machines with 32-bit C longs and P = 2**61 - 1 on machines with 64-bit C longs. Here are the rules in detail: If x = m / n is a nonnegative rational number and n is not divisible by P , define hash(x) as m * invmod(n, P) % P , where invmod(n, P) gives the inverse of n modulo P . If x = m / n is a nonnegative rational number and n is divisible by P (but m is not) then n has no inverse modulo P and the rule above doesn’t apply; in this case define hash(x) to be the constant value sys.hash_info.inf . If x = m / n is a negative rational number define hash(x) as -hash(-x) . If the resulting hash is -1 , replace it with -2 . The particular values sys.hash_info.inf and -sys.hash_info.inf are used as hash values for positive infinity or negative infinity (respectively). For a complex number z , the hash values of the real and imaginary parts are combined by computing hash(z.real) + sys.hash_info.imag * hash(z.imag) , reduced modulo 2**sys.hash_info.width so that it lies in range(-2**(sys.hash_info.width - 1), 2**(sys.hash_info.width - 1)) . Again, if the result is -1 , it’s replaced with -2 . To clarify the above rules, here’s some example Python code, equivalent to the built-in hash, for computing the hash of a rational number, float , or complex : import sys , math def hash_fraction ( m , n ): """Compute the hash of a rational number m / n. Assumes m and n are integers, with n positive. Equivalent to hash(fractions.Fraction(m, n)). """ P = sys . hash_info . modulus # Remove common factors of P. (Unnecessary if m and n already coprime.) while m % P == n % P == 0 : m , n = m // P , n // P if n % P == 0 : hash_value = sys . hash_info . inf else : # Fermat's Little Theorem: pow(n, P-1, P) is 1, so # pow(n, P-2, P) gives the inverse of n modulo P. hash_value = ( abs ( m ) % P ) * pow ( n , P - 2 , P ) % P if m < 0 : hash_value = - hash_value if hash_value == - 1 : hash_value = - 2 return hash_value def hash_float ( x ): """Compute the hash of a float x.""" if math . isnan ( x ): return object . __hash__ ( x ) elif math . isinf ( x ): return sys . hash_info . inf if x > 0 else - sys . hash_info . inf else : return hash_fraction ( * x . as_integer_ratio ()) def hash_complex ( z ): """Compute the hash of a complex number z.""" hash_value = hash_float ( z . real ) + sys . hash_info . imag * hash_float ( z . imag ) # do a signed reduction modulo 2**sys.hash_info.width M = 2 ** ( sys . hash_info . width - 1 ) hash_value = ( hash_value & ( M - 1 )) - ( hash_value & M ) if hash_value == - 1 : hash_value = - 2 return hash_value Boolean Type - bool ¶ Booleans represent truth values. The bool type has exactly two constant instances: True and False . The built-in function bool() converts any value to a boolean, if the value can be interpreted as a truth value (see section Truth Value Testing above). For logical operations, use the boolean operators and , or and not . When applying the bitwise operators & , | , ^ to two booleans, they return a bool equivalent to the logical operations “and”, “or”, “xor”. However, the logical operators and , or and != should be preferred over & , | and ^ . Deprecated since version 3.12: The use of the bitwise inversion operator ~ is deprecated and will raise an error in Python 3.16. bool is a subclass of int (see Numeric Types — int, float, complex ). In many numeric contexts, False and True behave like the integers 0 and 1, respectively. However, relying on this is discouraged; explicitly convert using int() instead. Iterator Types ¶ Python supports a concept of iteration over containers. This is implemented using two distinct methods; these are used to allow user-defined classes to support iteration. Sequences, described below in more detail, always support the iteration methods. One method needs to be defined for container objects to provide iterable support: container. __iter__ ( ) ¶ Return an iterator object. The object is required to support the iterator protocol described below. If a container supports different types of iteration, additional methods can be provided to specifically request iterators for those iteration types. (An example of an object supporting multiple forms of iteration would be a tree structure which supports both breadth-first and depth-first traversal.) This method corresponds to the tp_iter slot of the type structure for Python objects in the Python/C API. The iterator objects themselves are required to support the following two methods, which together form the iterator protocol : iterator. __iter__ ( ) ¶ Return the iterator object itself. This is required to allow both containers and iterators to be used with the for and in statements. This method corresponds to the tp_iter slot of the type structure for Python objects in the Python/C API. iterator. __next__ ( ) ¶ Return the next item from the iterator . If there are no further items, raise the StopIteration exception. This method corresponds to the tp_iternext slot of the type structure for Python objects in the Python/C API. Python defines several iterator objects to support iteration over general and specific sequence types, dictionaries, and other more specialized forms. The specific types are not important beyond their implementation of the iterator protocol. Once an iterator’s __next__() method raises StopIteration , it must continue to do so on subsequent calls. Implementations that do not obey this property are deemed broken. Generator Types ¶ Python’s generator s provide a convenient way to implement the iterator protocol. If a container object’s __iter__() method is implemented as a generator, it will automatically return an iterator object (technically, a generator object) supplying the __iter__() and __next__() methods. More information about generators can be found in the documentation for the yield expression . Sequence Types — list , tuple , range ¶ There are three basic sequence types: lists, tuples, and range objects. Additional sequence types tailored for processing of binary data and text strings are described in dedicated sections. Common Sequence Operations ¶ The operations in the following table are supported by most sequence types, both mutable and immutable. The collections.abc.Sequence ABC is provided to make it easier to correctly implement these operations on custom sequence types. This table lists the sequence operations sorted in ascending priority. In the table, s and t are sequences of the same type, n , i , j and k are integers and x is an arbitrary object that meets any type and value restrictions imposed by s . The in and not in operations have the same priorities as the comparison operations. The + (concatenation) and * (repetition) operations have the same priority as the corresponding numeric operations. [ 3 ] Operation Result Notes x in s True if an item of s is equal to x , else False (1) x not in s False if an item of s is equal to x , else True (1) s + t the concatenation of s and t (6)(7) s * n or n * s equivalent to adding s to itself n times (2)(7) s[i] i th item of s , origin 0 (3)(8) s[i:j] slice of s from i to j (3)(4) s[i:j:k] slice of s from i to j with step k (3)(5) len(s) length of s min(s) smallest item of s max(s) largest item of s Sequences of the same type also support comparisons. In particular, tuples and lists are compared lexicographically by comparing corresponding elements. This means that to compare equal, every element must compare equal and the two sequences must be of the same type and have the same length. (For full details see Comparisons in the language reference.) Forward and reversed iterators over mutable sequences access values using an index. That index will continue to march forward (or backward) even if the underlying sequence is mutated. The iterator terminates only when an IndexError or a StopIteration is encountered (or when the index drops below zero). Notes: While the in and not in operations are used only for simple containment testing in the general case, some specialised sequences (such as str , bytes and bytearray ) also use them for subsequence testing: >>> "gg" in "eggs" True Values of n less than 0 are treated as 0 (which yields an empty sequence of the same type as s ). Note that items in the sequence s are not copied; they are referenced multiple times. This often haunts new Python programmers; consider: >>> lists = [[]] * 3 >>> lists [[], [], []] >>> lists [ 0 ] . append ( 3 ) >>> lists [[3], [3], [3]] What has happened is that [[]] is a one-element list containing an empty list, so all three elements of [[]] * 3 are references to this single empty list. Modifying any of the elements of lists modifies this single list. You can create a list of different lists this way: >>> lists = [[] for i in range ( 3 )] >>> lists [ 0 ] . append ( 3 ) >>> lists [ 1 ] . append ( 5 ) >>> lists [ 2 ] . append ( 7 ) >>> lists [[3], [5], [7]] Further explanation is available in the FAQ entry How do I create a multidimensional list? . If i or j is negative, the index is relative to the end of sequence s : len(s) + i or len(s) + j is substituted. But note that -0 is still 0 . The slice of s from i to j is defined as the sequence of items with index k such that i <= k < j . If i is omitted or None , use 0 . If j is omitted or None , use len(s) . If i or j is less than -len(s) , use 0 . If i or j is greater than len(s) , use len(s) . If i is greater than or equal to j , the slice is empty. The slice of s from i to j with step k is defined as the sequence of items with index x = i + n*k such that 0 <= n < (j-i)/k . In other words, the indices are i , i+k , i+2*k , i+3*k and so on, stopping when j is reached (but never including j ). When k is positive, i and j are reduced to len(s) if they are greater. When k is negative, i and j are reduced to len(s) - 1 if they are greater. If i or j are omitted or None , they become “end” values (which end depends on the sign of k ). Note, k cannot be zero. If k is None , it is treated like 1 . Concatenating immutable sequences always results in a new object. This means that building up a sequence by repeated concatenation will have a quadratic runtime cost in the total sequence length. To get a linear runtime cost, you must switch to one of the alternatives below: if concatenating str objects, you can build a list and use str.join() at the end or else write to an io.StringIO instance and retrieve its value when complete if concatenating bytes objects, you can similarly use bytes.join() or io.BytesIO , or you can do in-place concatenation with a bytearray object. bytearray objects are mutable and have an efficient overallocation mechanism if concatenating tuple objects, extend a list instead for other types, investigate the relevant class documentation Some sequence types (such as range ) only support item sequences that follow specific patterns, and hence don’t support sequence concatenation or repetition. An IndexError is raised if i is outside the sequence range. Sequence Methods Sequence types also support the following methods: sequence. count ( value , / ) ¶ Return the total number of occurrences of value in sequence . sequence. index ( value[, start[, stop] ) ¶ Return the index of the first occurrence of value in sequence . Raises ValueError if value is not found in sequence . The start or stop arguments allow for efficient searching of subsections of the sequence, beginning at start and ending at stop . This is roughly equivalent to start + sequence[start:stop].index(value) , only without copying any data. Caution Not all sequence types support passing the start and stop arguments. Immutable Sequence Types ¶ The only operation that immutable sequence types generally implement that is not also implemented by mutable sequence types is support for the hash() built-in. This support allows immutable sequences, such as tuple instances, to be used as dict keys and stored in set and frozenset instances. Attempting to hash an immutable sequence that contains unhashable values will result in TypeError . Mutable Sequence Types ¶ The operations in the following table are defined on mutable sequence types. The collections.abc.MutableSequence ABC is provided to make it easier to correctly implement these operations on custom sequence types. In the table s is an instance of a mutable sequence type, t is any iterable object and x is an arbitrary object that meets any type and value restrictions imposed by s (for example, bytearray only accepts integers that meet the value restriction 0 <= x <= 255 ). Operation Result Notes s[i] = x item i of s is replaced by x del s[i] removes item i of s s[i:j] = t slice of s from i to j is replaced by the contents of the iterable t del s[i:j] removes the elements of s[i:j] from the list (same as s[i:j] = [] ) s[i:j:k] = t the elements of s[i:j:k] are replaced by those of t (1) del s[i:j:k] removes the elements of s[i:j:k] from the list s += t extends s with the contents of t (for the most part the same as s[len(s):len(s)] = t ) s *= n updates s with its contents repeated n times (2) Notes: If k is not equal to 1 , t must have the same length as the slice it is replacing. The value n is an integer, or an object implementing __index__() . Zero and negative values of n clear the sequence. Items in the sequence are not copied; they are referenced multiple times, as explained for s * n under Common Sequence Operations . Mutable Sequence Methods Mutable sequence types also support the following methods: sequence. append ( value , / ) ¶ Append value to the end of the sequence This is equivalent to writing seq[len(seq):len(seq)] = [value] . sequence. clear ( ) ¶ Added in version 3.3. Remove all items from sequence . This is equivalent to writing del sequence[:] . sequence. copy ( ) ¶ Added in version 3.3. Create a shallow copy of sequence . This is equivalent to writing sequence[:] . Hint The copy() method is not part of the MutableSequence ABC , but most concrete mutable sequence types provide it. sequence. extend ( iterable , / ) ¶ Extend sequence with the contents of iterable . For the most part, this is the same as writing seq[len(seq):len(seq)] = iterable . sequence. insert ( index , value , / ) ¶ Insert value into sequence at the given index . This is equivalent to writing sequence[index:index] = [value] . sequence. pop ( index = -1 , / ) ¶ Retrieve the item at index and also removes it from sequence . By default, the last item in sequence is removed and returned. sequence. remove ( value , / ) ¶ Remove the first item from sequence where sequence[i] == value . Raises ValueError if value is not found in sequence . sequence. reverse ( ) ¶ Reverse the items of sequence in place. This method maintains economy of space when reversing a large sequence. To remind users that it operates by side-effect, it returns None . Lists ¶ Lists are mutable sequences, typically used to store collections of homogeneous items (where the precise degree of similarity will vary by application). class list ( iterable = () , / ) ¶ Lists may be constructed in several ways: Using a pair of square brackets to denote the empty list: [] Using square brackets, separating items with commas: [a] , [a, b, c] Using a list comprehension: [x for x in iterable] Using the type constructor: list() or list(iterable) The constructor builds a list whose items are the same and in the same order as iterable ’s items. iterable may be either a sequence, a container that supports iteration, or an iterator object. If iterable is already a list, a copy is made and returned, similar to iterable[:] . For example, list('abc') returns ['a', 'b', 'c'] and list( (1, 2, 3) ) returns [1, 2, 3] . If no argument is given, the constructor creates a new empty list, [] . Many other operations also produce lists, including the sorted() built-in. Lists implement all of the common and mutable sequence operations. Lists also provide the following additional method: sort ( * , key = None , reverse = False ) ¶ This method sorts the list in place, using only < comparisons between items. Exceptions are not suppressed - if any comparison operations fail, the entire sort operation will fail (and the list will likely be left in a partially modified state). sort() accepts two arguments that can only be passed by keyword ( keyword-only arguments ): key specifies a function of one argument that is used to extract a comparison key from each list element (for example, key=str.lower ). The key corresponding to each item in the list is calculated once and then used for the entire sorting process. The default value of None means that list items are sorted directly without calculating a separate key value. The functools.cmp_to_key() utility is available to convert a 2.x style cmp function to a key function. reverse is a boolean value. If set to True , then the list elements are sorted as if each comparison were reversed. This method modifies the sequence in place for economy of space when sorting a large sequence. To remind users that it operates by side effect, it does not return the sorted sequence (use sorted() to explicitly request a new sorted list instance). The sort() method is guaranteed to be stable. A sort is stable if it guarantees not to change the relative order of elements that compare equal — this is helpful for sorting in multiple passes (for example, sort by department, then by salary grade). For sorting examples and a brief sorting tutorial, see Sorting Techniques . CPython implementation detail: While a list is being sorted, the effect of attempting to mutate, or even inspect, the list is undefined. The C implementation of Python makes the list appear empty for the duration, and raises ValueError if it can detect that the list has been mutated during a sort. Thread safety Reading a single element from a list is atomic : lst [ i ] # list.__getitem__ The following methods traverse the list and use atomic reads of each item to perform their function. That means that they may return results affected by concurrent modifications: item in lst lst . index ( item ) lst . count ( item ) All of the above methods/operations are also lock-free. They do not block concurrent modifications. Other operations that hold a lock will not block these from observing intermediate states. All other operations from here on block using the per-object lock. Writing a single item via lst[i] = x is safe to call from multiple threads and will not corrupt the list. The following operations return new objects and appear atomic to other threads: lst1 + lst2 # concatenates two lists into a new list x * lst # repeats lst x times into a new list lst . copy () # returns a shallow copy of the list Methods that only operate on a single elements with no shifting required are atomic : lst . append ( x ) # append to the end of the list, no shifting required lst . pop () # pop element from the end of the list, no shifting required The clear() method is also atomic . Other threads cannot observe elements being removed. The sort() method is not atomic . Other threads cannot observe intermediate states during sorting, but the list appears empty for the duration of the sort. The following operations may allow lock-free operations to observe intermediate states since they modify multiple elements in place: lst . insert ( idx , item ) # shifts elements lst . pop ( idx ) # idx not at the end of the list, shifts elements lst *= x # copies elements in place The remove() method may allow concurrent modifications since element comparison may execute arbitrary Python code (via __eq__() ). extend() is safe to call from multiple threads. However, its guarantees depend on the iterable passed to it. If it is a list , a tuple , a set , a frozenset , a dict or a dictionary view object (but not their subclasses), the extend operation is safe from concurrent modifications to the iterable. Otherwise, an iterator is created which can be concurrently modified by another thread. The same applies to inplace concatenation of a list with other iterables when using lst += iterable . Similarly, assigning to a list slice with lst[i:j] = iterable is safe to call from multiple threads, but iterable is only locked when it is also a list (but not its subclasses). Operations that involve multiple accesses, as well as iteration, are never atomic. For example: # NOT atomic: read-modify-write lst [ i ] = lst [ i ] + 1 # NOT atomic: check-then-act if lst : item = lst . pop () # NOT thread-safe: iteration while modifying for item in lst : process ( item ) # another thread may modify lst Consider external synchronization when sharing list instances across threads. See Python support for free threading for more information. Tuples ¶ Tuples are immutable sequences, typically used to store collections of heterogeneous data (such as the 2-tuples produced by the enumerate() built-in). Tuples are also used for cases where an immutable sequence of homogeneous data is needed (such as allowing storage in a set or dict instance). class tuple ( iterable = () , / ) ¶ Tuples may be constructed in a number of ways: Using a pair of parentheses to denote the empty tuple: () Using a trailing comma for a singleton tuple: a, or (a,) Separating items with commas: a, b, c or (a, b, c) Using the tuple() built-in: tuple() or tuple(iterable) The constructor builds a tuple whose items are the same and in the same order as iterable ’s items. iterable may be either a sequence, a container that supports iteration, or an iterator object. If iterable is already a tuple, it is returned unchanged. For example, tuple('abc') returns ('a', 'b', 'c') and tuple( [1, 2, 3] ) returns (1, 2, 3) . If no argument is given, the constructor creates a new empty tuple, () . Note that it is actually the comma which makes a tuple, not the parentheses. The parentheses are optional, except in the empty tuple case, or when they are needed to avoid syntactic ambiguity. For example, f(a, b, c) is a function call with three arguments, while f((a, b, c)) is a function call with a 3-tuple as the sole argument. Tuples implement all of the common sequence operations. For heterogeneous collections of data where access by name is clearer than access by index, collections.namedtuple() may be a more appropriate choice than a simple tuple object. Ranges ¶ The range type represents an immutable sequence of numbers and is commonly used for looping a specific number of times in for loops. class range ( stop , / ) ¶ class range ( start , stop , step = 1 , / ) The arguments to the range constructor must be integers (either built-in int or any object that implements the __index__() special method). If the step argument is omitted, it defaults to 1 . If the start argument is omitted, it defaults to 0 . If step is zero, ValueError is raised. For a positive step , the contents of a range r are determined by the formula r[i] = start + step*i where i >= 0 and r[i] < stop . For a negative step , the contents of the range are still determined by the formula r[i] = start + step*i , but the constraints are i >= 0 and r[i] > stop . A range object will be empty if r[0] does not meet the value constraint. Ranges do support negative indices, but these are interpreted as indexing from the end of the sequence determined by the positive indices. Ranges containing absolute values larger than sys.maxsize are permitted but some features (such as len() ) may raise OverflowError . Range examples: >>> list ( range ( 10 )) [0, 1, 2, 3, 4, 5, 6, 7, 8, 9] >>> list ( range ( 1 , 11 )) [1, 2, 3, 4, 5, 6, 7, 8, 9, 10] >>> list ( range ( 0 , 30 , 5 )) [0, 5, 10, 15, 20, 25] >>> list ( range ( 0 , 10 , 3 )) [0, 3, 6, 9] >>> list ( range ( 0 , - 10 , - 1 )) [0, -1, -2, -3, -4, -5, -6, -7, -8, -9] >>> list ( range ( 0 )) [] >>> list ( range ( 1 , 0 )) [] Ranges implement all of the common sequence operations except concatenation and repetition (due to the fact that range objects can only represent sequences that follow a strict pattern and repetition and concatenation will usually violate that pattern). start ¶ The value of the start parameter (or 0 if the parameter was not supplied) stop ¶ The value of the stop parameter step ¶ The value of the step parameter (or 1 if the parameter was not supplied) The advantage of the range type over a regular list or tuple is that a range object will always take the same (small) amount of memory, no matter the size of the range it represents (as it only stores the start , stop and step values, calculating individual items and subranges as needed). Range objects implement the collections.abc.Sequence ABC, and provide features such as containment tests, element index lookup, slicing and support for negative indices (see Sequence Types — list, tuple, range ): >>> r = range ( 0 , 20 , 2 ) >>> r range(0, 20, 2) >>> 11 in r False >>> 10 in r True >>> r . index ( 10 ) 5 >>> r [ 5 ] 10 >>> r [: 5 ] range(0, 10, 2) >>> r [ - 1 ] 18 Testing range objects for equality with == and != compares them as sequences. That is, two range objects are considered equal if they represent the same sequence of values. (Note that two range objects that compare equal might have different start , stop and step attributes, for example range(0) == range(2, 1, 3) or range(0, 3, 2) == range(0, 4, 2) .) Changed in version 3.2: Implement the Sequence ABC. Support slicing and negative indices. Test int objects for membership in constant time instead of iterating through all items. Changed in version 3.3: Define ‘==’ and ‘!=’ to compare range objects based on the sequence of values they define (instead of comparing based on object identity). Added the start , stop and step attributes. See also The linspace recipe shows how to implement a lazy version of range suitable for floating-point applications. Text and Binary Sequence Type Methods Summary ¶ The following table summarizes the text and binary sequence types methods by category. Category str methods bytes and bytearray methods Formatting str.format() str.format_map() f-strings printf-style String Formatting printf-style Bytes Formatting Searching and Replacing str.find() str.rfind() bytes.find() bytes.rfind() str.index() str.rindex() bytes.index() bytes.rindex() str.startswith() bytes.startswith() str.endswith() bytes.endswith() str.count() bytes.count() str.replace() bytes.replace() Splitting and Joining str.split() str.rsplit() bytes.split() bytes.rsplit() str.splitlines() bytes.splitlines() str.partition() bytes.partition() str.rpartition() bytes.rpartition() str.join() bytes.join() String Classification str.isalpha() bytes.isalpha() str.isdecimal() str.isdigit() bytes.isdigit() str.isnumeric() str.isalnum() bytes.isalnum() str.isidentifier() str.islower() bytes.islower() str.isupper() bytes.isupper() str.istitle() bytes.istitle() str.isspace() bytes.isspace() str.isprintable() Case Manipulation str.lower() bytes.lower() str.upper() bytes.upper() str.casefold() str.capitalize() bytes.capitalize() str.title() bytes.title() str.swapcase() bytes.swapcase() Padding and Stripping str.ljust() str.rjust() bytes.ljust() bytes.rjust() str.center() bytes.center() str.expandtabs() bytes.expandtabs() str.strip() bytes.strip() str.lstrip() str.rstrip() bytes.lstrip() bytes.rstrip() Translation and Encoding str.translate() bytes.translate() str.maketrans() bytes.maketrans() str.encode() bytes.decode() Text Sequence Type — str ¶ Textual data in Python is handled with str objects, or strings . Strings are immutable sequences of Unicode code points. String literals are written in a variety of ways: Single quotes: 'allows embedded "double" quotes' Double quotes: "allows embedded 'single' quotes" Triple quoted: '''Three single quotes''' , """Three double quotes""" Triple quoted strings may span multiple lines - all associated whitespace will be included in the string literal. String literals that are part of a single expression and have only whitespace between them will be implicitly converted to a single string literal. That is, ("spam " "eggs") == "spam eggs" . See String and Bytes literals for more about the various forms of string literal | 2026-01-13T08:49:00 |
https://www.highlight.io/docs/general/product-features/session-replay/rage-clicks | Rage Clicks Star us on GitHub Star Docs Sign in Sign up General Docs Welcome to highlight.io Get Started Roadmap Company Values Compliance & Security Open Source Contributing Overview GraphQL Backend Frontend (app.highlight.io) Landing Site (highlight.io) Documentation End to End SDK Example Apps Adding an SDK Application Architecture GitHub Code Spaces Code Style Good First Issues Self-hosting Self-hosted [Dev] Self-hosted [Hobby] Self-hosted [Enterprise] Telemetry Our Competitors Product Philosophy Product Features Session Replay Overview Canvas & Iframe Dev-tool Window Recording Tracking Users & Recording Events Filtering Sessions GraphQL Live Mode Performance Impact Player Session Caching Rage Clicks Request Proxying Session Search Extracting the Session URL Session Search Deep Linking Shadow Dom + Web Components Error Monitoring Overview Enhancing Errors with GitHub Error Search Filtering Errors Grouping Errors Managing Errors Manually Reporting Errors Sourcemaps General Features Overview Alerts Comments Digests Environments Search Segments Services Webhooks Logging Overview Log Alerts Log Search Tracing Overview Trace Search Dashboards Overview Dashboard Management Metrics Tutorials Service Latency Web Vitals & Page Speed User Engagement User Analytics Graphing Drilldown Event Search Dashboard Variables SQL Editor Metrics (beta) Overview Frequently Asked Questions. Integrations Integrations Overview Amplitude Integration ClickUp Integration Discord Integration Electron Support Front Integration GitHub Integration Grafana Integration Overview Setup Dashboards Alerts Height Integration Intercom Integration Jira Integration LaunchDarkly Integration Linear Integration Mixpanel Integration Nuxt Integration Pendo Integration Segment Integration Slack Integration Vercel Integration WordPress Plugin Highlight.io Changelog Overview Changelog 12 (02/17) Changelog 13 (02/24) Changelog 14 (03/03) Changelog 15 (03/11) Changelog 16 (03/19) Changelog 17 (04/07) Changelog 18 (04/26) Changelog 19 (05/22) Changelog 20 (06/06) Changelog 21 (06/21) Changelog 22 (08/07) Changelog 23 (08/22) Changelog 24 (09/11) Changelog 25 (10/03) Changelog 26 (11/08) Changelog 27 (12/22) Changelog 28 (3/6) Changelog 29 (4/2) Menu Highlight Docs Welcome to highlight.io Get Started Roadmap Company Values Compliance & Security Open Source Contributing Overview GraphQL Backend Frontend (app.highlight.io) Landing Site (highlight.io) Documentation End to End SDK Example Apps Adding an SDK Application Architecture GitHub Code Spaces Code Style Good First Issues Self-hosting Self-hosted [Dev] Self-hosted [Hobby] Self-hosted [Enterprise] Telemetry Our Competitors Product Philosophy Product Features Session Replay Overview Canvas & Iframe Dev-tool Window Recording Tracking Users & Recording Events Filtering Sessions GraphQL Live Mode Performance Impact Player Session Caching Rage Clicks Request Proxying Session Search Extracting the Session URL Session Search Deep Linking Shadow Dom + Web Components Error Monitoring Overview Enhancing Errors with GitHub Error Search Filtering Errors Grouping Errors Managing Errors Manually Reporting Errors Sourcemaps General Features Overview Alerts Comments Digests Environments Search Segments Services Webhooks Logging Overview Log Alerts Log Search Tracing Overview Trace Search Dashboards Overview Dashboard Management Metrics Tutorials Service Latency Web Vitals & Page Speed User Engagement User Analytics Graphing Drilldown Event Search Dashboard Variables SQL Editor Metrics (beta) Overview Frequently Asked Questions. Integrations Integrations Overview Amplitude Integration ClickUp Integration Discord Integration Electron Support Front Integration GitHub Integration Grafana Integration Overview Setup Dashboards Alerts Height Integration Intercom Integration Jira Integration LaunchDarkly Integration Linear Integration Mixpanel Integration Nuxt Integration Pendo Integration Segment Integration Slack Integration Vercel Integration WordPress Plugin Highlight.io Changelog Overview Changelog 12 (02/17) Changelog 13 (02/24) Changelog 14 (03/03) Changelog 15 (03/11) Changelog 16 (03/19) Changelog 17 (04/07) Changelog 18 (04/26) Changelog 19 (05/22) Changelog 20 (06/06) Changelog 21 (06/21) Changelog 22 (08/07) Changelog 23 (08/22) Changelog 24 (09/11) Changelog 25 (10/03) Changelog 26 (11/08) Changelog 27 (12/22) Changelog 28 (3/6) Changelog 29 (4/2) Getting Started Getting Started with Highlight Fullstack Mapping Browser React.js Next.js Remix Vue.js Angular Gatsby.js SvelteKit Electron highlight.run SDK Overview Canvas & WebGL Console Messages Content-Security-Policy Identifying Users iframe Recording Monkey Patches Browser OpenTelemetry Persistent Asset Storage Privacy Proxying Highlight React.js Error Boundary Recording Network Requests and Responses Recording WebSocket Events Salesforce Lightning Web Components (LWC) Data Export Sourcemap Configuration Tracking Events Troubleshooting Upgrading Highlight Versioning Sessions & Errors Other React Native (beta) Server Go Overview chi Echo Fiber Gin GORM gqlgen Logrus Manual Tracing gorilla mux JS Overview Apollo AWS Lambda Cloudflare Workers Express.js Firebase Hono Nest.js Next.js Node.js Pino tRPC Winston Python Overview AWS Lambda Azure Functions Django FastAPI Flask Google Cloud Functions Loguru Other Frameworks Python AI / LLM Libraries Python Libraries Ruby Overview Other Frameworks Ruby on Rails Rust Overview actix-web No Framework Hosting Providers Overview Metrics in AWS Logging in AWS Logging in Azure Fly.io NATS Log Shipper Logging in GCP Heroku Log Drain Render Log Stream Logging in Trigger.dev Vercel Log Drain Elixir Overview Elixir App Java: All Frameworks PHP: All Frameworks C# .NET ASP C# .NET 4 ASP Docker / Docker Compose File Fluent Forward curl OpenTelemetry Protocol (OTLP) Syslog RFC5424 Systemd / Journald Native OpenTelemetry Overview Error Monitoring Logging Tracing Browser Instrumentation Metrics Fullstack Frameworks Overview Next.js Fullstack Overview Next.js Page Router Guide Next.js App Router Guide Edge Runtime Advanced Config Remix Walkthrough Self Host & Local Dev Overview Development deployment guide. Integrations Microsoft Teams self-hosted Hobby deployment guide. Traefik SSL Proxying. Docs Home SDK Client SDK API Reference Cloudflare Worker SDK API Reference Go SDK API Reference Hono SDK API Reference Java SDK API Reference Next.JS SDK API Reference Node.JS SDK API Reference Python SDK API Reference Ruby SDK API Reference Rust SDK API Reference Docs / Highlight Docs / Product Features / Session Replay / Rage Clicks Rage Clicks Rage clicks are the equivalent of spamming a close elevator button when you just want to get up to your apartment. But, instead of a close elevator button, it's a space on your application. And instead of getting to your apartment, users usually rage click when a button isn't working as it should. How do we identify rage clicks? A Rage Click is defined as a time periodic in which a user clicks the same area a certain number of times. This can help highlight points of frustration your users have with the app. By default, we consider user activity as rage clicks when there exists a 2 second or longer period in which a user clicks 5 or more times within a radius of 8 pixels. Customizing rage click sensitivity You'll find fine-grained control over your project's rage click settings in your project settings page . Elapsed Time (seconds): the maximum time interval during which clicks count toward a rage click. Radius (pixels): how close clicks must be to be determined as part of the same rage click. Minimum Clicks: the minimum number of nearby clicks required to count as a rage click. Alerting for rage clicks Create a rage click alert within your project's alerts page to be notified on Slack or via email about a user rage clicking in your app! Player Session Caching Request Proxying Community / Support Suggest Edits? Follow us! [object Object] | 2026-01-13T08:49:00 |
https://www.highlight.io/docs/getting-started/server/js/nestjs | Nest.js Quick Start Star us on GitHub Star Docs Sign in Sign up Getting Started Getting Started with Highlight Fullstack Mapping Browser React.js Next.js Remix Vue.js Angular Gatsby.js SvelteKit Electron highlight.run SDK Overview Canvas & WebGL Console Messages Content-Security-Policy Identifying Users iframe Recording Monkey Patches Browser OpenTelemetry Persistent Asset Storage Privacy Proxying Highlight React.js Error Boundary Recording Network Requests and Responses Recording WebSocket Events Salesforce Lightning Web Components (LWC) Data Export Sourcemap Configuration Tracking Events Troubleshooting Upgrading Highlight Versioning Sessions & Errors Other React Native (beta) Server Go Overview chi Echo Fiber Gin GORM gqlgen Logrus Manual Tracing gorilla mux JS Overview Apollo AWS Lambda Cloudflare Workers Express.js Firebase Hono Nest.js Next.js Node.js Pino tRPC Winston Python Overview AWS Lambda Azure Functions Django FastAPI Flask Google Cloud Functions Loguru Other Frameworks Python AI / LLM Libraries Python Libraries Ruby Overview Other Frameworks Ruby on Rails Rust Overview actix-web No Framework Hosting Providers Overview Metrics in AWS Logging in AWS Logging in Azure Fly.io NATS Log Shipper Logging in GCP Heroku Log Drain Render Log Stream Logging in Trigger.dev Vercel Log Drain Elixir Overview Elixir App Java: All Frameworks PHP: All Frameworks C# .NET ASP C# .NET 4 ASP Docker / Docker Compose File Fluent Forward curl OpenTelemetry Protocol (OTLP) Syslog RFC5424 Systemd / Journald Native OpenTelemetry Overview Error Monitoring Logging Tracing Browser Instrumentation Metrics Fullstack Frameworks Overview Next.js Fullstack Overview Next.js Page Router Guide Next.js App Router Guide Edge Runtime Advanced Config Remix Walkthrough Self Host & Local Dev Overview Development deployment guide. Integrations Microsoft Teams self-hosted Hobby deployment guide. Traefik SSL Proxying. Menu Highlight Docs Welcome to highlight.io Get Started Roadmap Company Values Compliance & Security Open Source Contributing Overview GraphQL Backend Frontend (app.highlight.io) Landing Site (highlight.io) Documentation End to End SDK Example Apps Adding an SDK Application Architecture GitHub Code Spaces Code Style Good First Issues Self-hosting Self-hosted [Dev] Self-hosted [Hobby] Self-hosted [Enterprise] Telemetry Our Competitors Product Philosophy Product Features Session Replay Overview Canvas & Iframe Dev-tool Window Recording Tracking Users & Recording Events Filtering Sessions GraphQL Live Mode Performance Impact Player Session Caching Rage Clicks Request Proxying Session Search Extracting the Session URL Session Search Deep Linking Shadow Dom + Web Components Error Monitoring Overview Enhancing Errors with GitHub Error Search Filtering Errors Grouping Errors Managing Errors Manually Reporting Errors Sourcemaps General Features Overview Alerts Comments Digests Environments Search Segments Services Webhooks Logging Overview Log Alerts Log Search Tracing Overview Trace Search Dashboards Overview Dashboard Management Metrics Tutorials Service Latency Web Vitals & Page Speed User Engagement User Analytics Graphing Drilldown Event Search Dashboard Variables SQL Editor Metrics (beta) Overview Frequently Asked Questions. Integrations Integrations Overview Amplitude Integration ClickUp Integration Discord Integration Electron Support Front Integration GitHub Integration Grafana Integration Overview Setup Dashboards Alerts Height Integration Intercom Integration Jira Integration LaunchDarkly Integration Linear Integration Mixpanel Integration Nuxt Integration Pendo Integration Segment Integration Slack Integration Vercel Integration WordPress Plugin Highlight.io Changelog Overview Changelog 12 (02/17) Changelog 13 (02/24) Changelog 14 (03/03) Changelog 15 (03/11) Changelog 16 (03/19) Changelog 17 (04/07) Changelog 18 (04/26) Changelog 19 (05/22) Changelog 20 (06/06) Changelog 21 (06/21) Changelog 22 (08/07) Changelog 23 (08/22) Changelog 24 (09/11) Changelog 25 (10/03) Changelog 26 (11/08) Changelog 27 (12/22) Changelog 28 (3/6) Changelog 29 (4/2) Getting Started Getting Started with Highlight Fullstack Mapping Browser React.js Next.js Remix Vue.js Angular Gatsby.js SvelteKit Electron highlight.run SDK Overview Canvas & WebGL Console Messages Content-Security-Policy Identifying Users iframe Recording Monkey Patches Browser OpenTelemetry Persistent Asset Storage Privacy Proxying Highlight React.js Error Boundary Recording Network Requests and Responses Recording WebSocket Events Salesforce Lightning Web Components (LWC) Data Export Sourcemap Configuration Tracking Events Troubleshooting Upgrading Highlight Versioning Sessions & Errors Other React Native (beta) Server Go Overview chi Echo Fiber Gin GORM gqlgen Logrus Manual Tracing gorilla mux JS Overview Apollo AWS Lambda Cloudflare Workers Express.js Firebase Hono Nest.js Next.js Node.js Pino tRPC Winston Python Overview AWS Lambda Azure Functions Django FastAPI Flask Google Cloud Functions Loguru Other Frameworks Python AI / LLM Libraries Python Libraries Ruby Overview Other Frameworks Ruby on Rails Rust Overview actix-web No Framework Hosting Providers Overview Metrics in AWS Logging in AWS Logging in Azure Fly.io NATS Log Shipper Logging in GCP Heroku Log Drain Render Log Stream Logging in Trigger.dev Vercel Log Drain Elixir Overview Elixir App Java: All Frameworks PHP: All Frameworks C# .NET ASP C# .NET 4 ASP Docker / Docker Compose File Fluent Forward curl OpenTelemetry Protocol (OTLP) Syslog RFC5424 Systemd / Journald Native OpenTelemetry Overview Error Monitoring Logging Tracing Browser Instrumentation Metrics Fullstack Frameworks Overview Next.js Fullstack Overview Next.js Page Router Guide Next.js App Router Guide Edge Runtime Advanced Config Remix Walkthrough Self Host & Local Dev Overview Development deployment guide. Integrations Microsoft Teams self-hosted Hobby deployment guide. Traefik SSL Proxying. Docs Home SDK Client SDK API Reference Cloudflare Worker SDK API Reference Go SDK API Reference Hono SDK API Reference Java SDK API Reference Next.JS SDK API Reference Node.JS SDK API Reference Python SDK API Reference Ruby SDK API Reference Rust SDK API Reference Docs / Getting Started / Server / JS / Nest.js Quick Start Nest.js Quick Start Learn how to set up highlight.io in Nest.js. 1 Configure client-side Highlight. (optional) If you're using Highlight on the frontend for your application, make sure you've initialized it correctly and followed the fullstack mapping guide . 2 Install the relevant Highlight SDK(s). Install @highlight-run/nest with your package manager. npm install --save @highlight-run/nest 3 Add the @highlight-run/nest app middleware. Use the HighlightErrorFilter middleware to capture backend errors. import { NestFactory } from '@nestjs/core'; import { AppModule } from './app.module'; import { HighlightInterceptor, H } from '@highlight-run/nest'; const env = { projectID: '<YOUR_PROJECT_ID>', serviceName: 'my-nestjs-app', serviceVersion: 'git-sha', environment: 'production', debug: false, }; async function bootstrap() { H.init(env); const app = await NestFactory.create(AppModule); app.useGlobalInterceptors(new HighlightInterceptor(env)); await app.listen(3000); } bootstrap(); 4 Optionally, report manual errors in your app. If you need to report exceptions outside of a handler, use the Highlight SDK. const parsed = H.parseHeaders(request.headers) H.consumeError(error, parsed?.secureSessionId, parsed?.requestId) 5 Verify that your SDK is reporting errors. You'll want to throw an exception in one of your Nest.js handlers. Access the API handler and make sure the error shows up in Highlight . import { Injectable } from '@nestjs/common' @Injectable() export class AppService { getHello(): string { console.log('hello, world!') console.warn('whoa there! ', Math.random()) if (Math.random() < 0.2) { // error will be caught by the HighlightErrorFilter throw new Error(`a random error occurred! 0.4117697782089398`) } return 'Hello World!' } } 6 Verify your backend logs are being recorded. Visit the highlight logs portal and check that backend logs are coming in. 7 Verify your backend traces are being recorded. Visit the highlight traces portal and check that backend traces are coming in. Hono Quick Start Next.js [object Object] | 2026-01-13T08:49:00 |
https://www.highlight.io/docs/general/product-features/dashboards/dashboard-management | Dashboard Management Star us on GitHub Star Docs Sign in Sign up General Docs Welcome to highlight.io Get Started Roadmap Company Values Compliance & Security Open Source Contributing Overview GraphQL Backend Frontend (app.highlight.io) Landing Site (highlight.io) Documentation End to End SDK Example Apps Adding an SDK Application Architecture GitHub Code Spaces Code Style Good First Issues Self-hosting Self-hosted [Dev] Self-hosted [Hobby] Self-hosted [Enterprise] Telemetry Our Competitors Product Philosophy Product Features Session Replay Overview Canvas & Iframe Dev-tool Window Recording Tracking Users & Recording Events Filtering Sessions GraphQL Live Mode Performance Impact Player Session Caching Rage Clicks Request Proxying Session Search Extracting the Session URL Session Search Deep Linking Shadow Dom + Web Components Error Monitoring Overview Enhancing Errors with GitHub Error Search Filtering Errors Grouping Errors Managing Errors Manually Reporting Errors Sourcemaps General Features Overview Alerts Comments Digests Environments Search Segments Services Webhooks Logging Overview Log Alerts Log Search Tracing Overview Trace Search Dashboards Overview Dashboard Management Metrics Tutorials Service Latency Web Vitals & Page Speed User Engagement User Analytics Graphing Drilldown Event Search Dashboard Variables SQL Editor Metrics (beta) Overview Frequently Asked Questions. Integrations Integrations Overview Amplitude Integration ClickUp Integration Discord Integration Electron Support Front Integration GitHub Integration Grafana Integration Overview Setup Dashboards Alerts Height Integration Intercom Integration Jira Integration LaunchDarkly Integration Linear Integration Mixpanel Integration Nuxt Integration Pendo Integration Segment Integration Slack Integration Vercel Integration WordPress Plugin Highlight.io Changelog Overview Changelog 12 (02/17) Changelog 13 (02/24) Changelog 14 (03/03) Changelog 15 (03/11) Changelog 16 (03/19) Changelog 17 (04/07) Changelog 18 (04/26) Changelog 19 (05/22) Changelog 20 (06/06) Changelog 21 (06/21) Changelog 22 (08/07) Changelog 23 (08/22) Changelog 24 (09/11) Changelog 25 (10/03) Changelog 26 (11/08) Changelog 27 (12/22) Changelog 28 (3/6) Changelog 29 (4/2) Menu Highlight Docs Welcome to highlight.io Get Started Roadmap Company Values Compliance & Security Open Source Contributing Overview GraphQL Backend Frontend (app.highlight.io) Landing Site (highlight.io) Documentation End to End SDK Example Apps Adding an SDK Application Architecture GitHub Code Spaces Code Style Good First Issues Self-hosting Self-hosted [Dev] Self-hosted [Hobby] Self-hosted [Enterprise] Telemetry Our Competitors Product Philosophy Product Features Session Replay Overview Canvas & Iframe Dev-tool Window Recording Tracking Users & Recording Events Filtering Sessions GraphQL Live Mode Performance Impact Player Session Caching Rage Clicks Request Proxying Session Search Extracting the Session URL Session Search Deep Linking Shadow Dom + Web Components Error Monitoring Overview Enhancing Errors with GitHub Error Search Filtering Errors Grouping Errors Managing Errors Manually Reporting Errors Sourcemaps General Features Overview Alerts Comments Digests Environments Search Segments Services Webhooks Logging Overview Log Alerts Log Search Tracing Overview Trace Search Dashboards Overview Dashboard Management Metrics Tutorials Service Latency Web Vitals & Page Speed User Engagement User Analytics Graphing Drilldown Event Search Dashboard Variables SQL Editor Metrics (beta) Overview Frequently Asked Questions. Integrations Integrations Overview Amplitude Integration ClickUp Integration Discord Integration Electron Support Front Integration GitHub Integration Grafana Integration Overview Setup Dashboards Alerts Height Integration Intercom Integration Jira Integration LaunchDarkly Integration Linear Integration Mixpanel Integration Nuxt Integration Pendo Integration Segment Integration Slack Integration Vercel Integration WordPress Plugin Highlight.io Changelog Overview Changelog 12 (02/17) Changelog 13 (02/24) Changelog 14 (03/03) Changelog 15 (03/11) Changelog 16 (03/19) Changelog 17 (04/07) Changelog 18 (04/26) Changelog 19 (05/22) Changelog 20 (06/06) Changelog 21 (06/21) Changelog 22 (08/07) Changelog 23 (08/22) Changelog 24 (09/11) Changelog 25 (10/03) Changelog 26 (11/08) Changelog 27 (12/22) Changelog 28 (3/6) Changelog 29 (4/2) Getting Started Getting Started with Highlight Fullstack Mapping Browser React.js Next.js Remix Vue.js Angular Gatsby.js SvelteKit Electron highlight.run SDK Overview Canvas & WebGL Console Messages Content-Security-Policy Identifying Users iframe Recording Monkey Patches Browser OpenTelemetry Persistent Asset Storage Privacy Proxying Highlight React.js Error Boundary Recording Network Requests and Responses Recording WebSocket Events Salesforce Lightning Web Components (LWC) Data Export Sourcemap Configuration Tracking Events Troubleshooting Upgrading Highlight Versioning Sessions & Errors Other React Native (beta) Server Go Overview chi Echo Fiber Gin GORM gqlgen Logrus Manual Tracing gorilla mux JS Overview Apollo AWS Lambda Cloudflare Workers Express.js Firebase Hono Nest.js Next.js Node.js Pino tRPC Winston Python Overview AWS Lambda Azure Functions Django FastAPI Flask Google Cloud Functions Loguru Other Frameworks Python AI / LLM Libraries Python Libraries Ruby Overview Other Frameworks Ruby on Rails Rust Overview actix-web No Framework Hosting Providers Overview Metrics in AWS Logging in AWS Logging in Azure Fly.io NATS Log Shipper Logging in GCP Heroku Log Drain Render Log Stream Logging in Trigger.dev Vercel Log Drain Elixir Overview Elixir App Java: All Frameworks PHP: All Frameworks C# .NET ASP C# .NET 4 ASP Docker / Docker Compose File Fluent Forward curl OpenTelemetry Protocol (OTLP) Syslog RFC5424 Systemd / Journald Native OpenTelemetry Overview Error Monitoring Logging Tracing Browser Instrumentation Metrics Fullstack Frameworks Overview Next.js Fullstack Overview Next.js Page Router Guide Next.js App Router Guide Edge Runtime Advanced Config Remix Walkthrough Self Host & Local Dev Overview Development deployment guide. Integrations Microsoft Teams self-hosted Hobby deployment guide. Traefik SSL Proxying. Docs Home SDK Client SDK API Reference Cloudflare Worker SDK API Reference Go SDK API Reference Hono SDK API Reference Java SDK API Reference Next.JS SDK API Reference Node.JS SDK API Reference Python SDK API Reference Ruby SDK API Reference Rust SDK API Reference Docs / Highlight Docs / Product Features / Dashboards / Dashboard Management Dashboard Management Dashboard overview At app.highlight.io/dashboards , there is an overview of all dashboards in your project. Here, you can create or delete dashboards, or click into the dashboard you want to view / edit. If your project has many dashboards, you can filter on their name using the search. By default, all projects have an "Insights" dashboard automatically created to show useful graphs and showcase many of the highlight.io dashboards features. Viewing / editing a dashboard Within a dashboard, there are a few controls available at the top of the page: Date picker adjusts the queried time range for all graphs on the page, even those that don't show any timestamps. When you copy a dashboard's URL, the time range is persisted in that URL. Edit dashboard toggles edit mode to allow you to update the dashboard's name or drag and drop graphs to reorganize the dashboard. Using the "Cancel" button to exit edit mode will revert any changes made. Add graph opens the graph editor to create a new graph. You can read more here . There are also controls available per graph, shown when hovering over each graph in a dashboard: Expand graph opens a larger version of the graph for more detail. Edit graph opens the graph editor to edit an existing graph. You can read more here . Delete graph removes an existing graph from the dashboard. Dashboards Metrics Tutorials Community / Support Suggest Edits? Follow us! [object Object] | 2026-01-13T08:49:00 |
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https://www.youtube.com/watch?v=-7odLW_hG7s&list=PLNG_1j3cPCaZZ7etkzWA7JfdmKWT0pMsa&index=8 | Things I learnt from the new React docs - 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://www.python.org/jobs/location/remote-remote-united-kingdom/ | Python Job Board | Python.org Notice: While JavaScript is not essential for this website, your interaction with the content will be limited. Please turn JavaScript on for the full experience. Skip to content ▼ Close Python PSF Docs PyPI Jobs Community ▲ The Python Network Donate ≡ Menu Search This Site GO A A Smaller Larger Reset Socialize LinkedIn Mastodon Chat on IRC Twitter Jobs Types Back end Big Data Cloud Database Evangelism Finance Front end Integration Lead Machine Learning Management Numeric processing Operations Systems Testing Web Categories Developer / Engineer Locations Telecommute Amsterdam – Netherlands Bengaluru, Karnataka – India Berkeley, CA – United States Bethesda, Maryland – United States Boston, MA – United States of America Cambridge, Massachusetts – United States Canton, Ohio – USA Chicago Or Remote, Illinois – USA Dover, North Carolina – USA London, --- – United Kingdom Mountain View, California – United States New York, Austin, Chicago, Seattle, Boulder, London, Dublin, Singapore – United States, England, Ireland, Singapore New York – United States New York, NY – United States Pontiac – USA Remote – Canada Remote or in-person (Palo Alto, CA); in-office requires 5 days/week., California – USA Remote – Remote Remote – United Kingdom Remote – USA Remote – United States São Paulo, São Paulo – Brazil Saratoga, California – United States Toronto, Ontario – Canada Warsaw (fully remote) – Poland Waterloo, toronto, qebec, bogota, medellin, montevideo, buenos aires – Canada, or Latam Countries Westport, CT – USA Submit Remote, Remote – United Kingdom 1 Python job in Remote, Remote – United Kingdom Have a job to post? Please fill out this form , or returning Job Board users may log in here to update job postings and create new ones. --> AI Engineer Adaptify Remote, Remote, United Kingdom Back end , Front end , Machine Learning , Testing , Artificial Intelligence, Prompt Engineering Posted: 10 December 2025 Developer / Engineer Submit a Job Have a job that our community would be interested in? Please check our job submission how-to for details on how to file a job posting. After you have reviewed our how-to document , please login and use this form to create a new job posting If you have submitted jobs previously under your login, you can view them by logging in now . In case of questions, please contact the PSF Python Job Board team . Thank you. Stay up-to-date Subscribe via RSS Follow The PSF via Twitter Job Board Sponsors ▲ Back to Top About Applications Quotes Getting Started Help Python Brochure Downloads All releases Source code Windows macOS Android Other Platforms License Alternative Implementations Documentation Docs Audio/Visual Talks Beginner's Guide FAQ Non-English Docs PEP Index Python Books Python Essays Community Diversity Mailing Lists IRC Forums PSF Annual Impact Report Python Conferences Special Interest Groups Python Logo Python Wiki Code of Conduct Community Awards Get Involved Shared Stories Success Stories Arts Business Education Engineering Government Scientific Software Development News Python News PSF Newsletter PSF News PyCon US News News from the Community Events Python Events User Group Events Python Events Archive User Group Events Archive Submit an Event Contributing Developer's Guide Issue Tracker python-dev list Core Mentorship Report a Security Issue ▲ Back to Top Help & General Contact Diversity Initiatives Submit Website Bug Status Copyright ©2001-2026. Python Software Foundation Legal Statements Privacy Notice Powered by PSF Community Infrastructure --> | 2026-01-13T08:49:00 |
https://www.python.org/jobs/type/numeric-processing/ | Python Job Board | Python.org Notice: While JavaScript is not essential for this website, your interaction with the content will be limited. Please turn JavaScript on for the full experience. Skip to content ▼ Close Python PSF Docs PyPI Jobs Community ▲ The Python Network Donate ≡ Menu Search This Site GO A A Smaller Larger Reset Socialize LinkedIn Mastodon Chat on IRC Twitter Jobs Types Back end Big Data Cloud Database Evangelism Finance Front end Integration Lead Machine Learning Management Numeric processing Operations Systems Testing Web Categories Developer / Engineer Locations Telecommute Amsterdam – Netherlands Bengaluru, Karnataka – India Berkeley, CA – United States Bethesda, Maryland – United States Boston, MA – United States of America Cambridge, Massachusetts – United States Canton, Ohio – USA Chicago Or Remote, Illinois – USA Dover, North Carolina – USA London, --- – United Kingdom Mountain View, California – United States New York, Austin, Chicago, Seattle, Boulder, London, Dublin, Singapore – United States, England, Ireland, Singapore New York – United States New York, NY – United States Pontiac – USA Remote – Canada Remote or in-person (Palo Alto, CA); in-office requires 5 days/week., California – USA Remote – Remote Remote – United Kingdom Remote – USA Remote – United States São Paulo, São Paulo – Brazil Saratoga, California – United States Toronto, Ontario – Canada Warsaw (fully remote) – Poland Waterloo, toronto, qebec, bogota, medellin, montevideo, buenos aires – Canada, or Latam Countries Westport, CT – USA Submit Numeric processing 2 Python jobs in Numeric processing Have a job to post? Please fill out this form , or returning Job Board users may log in here to update job postings and create new ones. --> New Senior Data Privacy Software Developer OpenDP / Harvard University Cambridge, Massachusetts, United States Machine Learning , Numeric processing Posted: 09 January 2026 Developer / Engineer Senior Software Language Engineer – Python 680 Partners Westport, CT, USA Lead , Machine Learning , Numeric processing Posted: 16 October 2025 Developer / Engineer Submit a Job Have a job that our community would be interested in? Please check our job submission how-to for details on how to file a job posting. After you have reviewed our how-to document , please login and use this form to create a new job posting If you have submitted jobs previously under your login, you can view them by logging in now . In case of questions, please contact the PSF Python Job Board team . Thank you. Stay up-to-date Subscribe via RSS Follow The PSF via Twitter Job Board Sponsors ▲ Back to Top About Applications Quotes Getting Started Help Python Brochure Downloads All releases Source code Windows macOS Android Other Platforms License Alternative Implementations Documentation Docs Audio/Visual Talks Beginner's Guide FAQ Non-English Docs PEP Index Python Books Python Essays Community Diversity Mailing Lists IRC Forums PSF Annual Impact Report Python Conferences Special Interest Groups Python Logo Python Wiki Code of Conduct Community Awards Get Involved Shared Stories Success Stories Arts Business Education Engineering Government Scientific Software Development News Python News PSF Newsletter PSF News PyCon US News News from the Community Events Python Events User Group Events Python Events Archive User Group Events Archive Submit an Event Contributing Developer's Guide Issue Tracker python-dev list Core Mentorship Report a Security Issue ▲ Back to Top Help & General Contact Diversity Initiatives Submit Website Bug Status Copyright ©2001-2026. Python Software Foundation Legal Statements Privacy Notice Powered by PSF Community Infrastructure --> | 2026-01-13T08:49:00 |
https://www.python.org/events/python-user-group/2129/ | PyLadies Amsterdam: Robotics beginner class with MicroPython | Python.org Notice: While JavaScript is not essential for this website, your interaction with the content will be limited. Please turn JavaScript on for the full experience. Skip to content ▼ Close Python PSF Docs PyPI Jobs Community ▲ The Python Network Donate ≡ Menu Search This Site GO A A Smaller Larger Reset Socialize LinkedIn Mastodon Chat on IRC Twitter About Applications Quotes Getting Started Help Python Brochure Downloads All releases Source code Windows macOS Android Other Platforms License Alternative Implementations Documentation Docs Audio/Visual Talks Beginner's Guide FAQ Non-English Docs PEP Index Python Books Python Essays Community Diversity Mailing Lists IRC Forums PSF Annual Impact Report Python Conferences Special Interest Groups Python Logo Python Wiki Code of Conduct Community Awards Get Involved Shared Stories Success Stories Arts Business Education Engineering Government Scientific Software Development News Python News PSF Newsletter PSF News PyCon US News News from the Community Events Python Events User Group Events Python Events Archive User Group Events Archive Submit an Event PyLadies Amsterdam: Robotics beginner class with MicroPython Amsterdam, The Netherlands and Online 27 Jan. from 5pm UTC to 8pm UTC , 2026 PyLadies Amsterdam: Robotics beginner class with MicroPython ← Previous Python Leiden User Group in Leiden, The Netherlands Next → Python Meeting Düsseldorf in Düsseldorf, Germany Explore events -- Change your date range The next 7 days The next 30 days The next 90 days The next year More events at Amsterdam, The Netherlands and Online PyLadies Amsterdam: Robotics beginner class with MicroPython PyLadies Amsterdam: Data science that ships: production-ready pipelines with Kedro PyLadies Amsterdam: LLMs in Action: How Booking.com Scans, Detects, and Monitors Fake and Unsafe Content PyLadies Amsterdam: Fine-tuning text-to-image diffusion models for personalization and subject-driven generation PyLadies Amsterdam: An introduction to conformal prediction ▲ Back to Top About Applications Quotes Getting Started Help Python Brochure Downloads All releases Source code Windows macOS Android Other Platforms License Alternative Implementations Documentation Docs Audio/Visual Talks Beginner's Guide FAQ Non-English Docs PEP Index Python Books Python Essays Community Diversity Mailing Lists IRC Forums PSF Annual Impact Report Python Conferences Special Interest Groups Python Logo Python Wiki Code of Conduct Community Awards Get Involved Shared Stories Success Stories Arts Business Education Engineering Government Scientific Software Development News Python News PSF Newsletter PSF News PyCon US News News from the Community Events Python Events User Group Events Python Events Archive User Group Events Archive Submit an Event Contributing Developer's Guide Issue Tracker python-dev list Core Mentorship Report a Security Issue ▲ Back to Top Help & General Contact Diversity Initiatives Submit Website Bug Status Copyright ©2001-2026. Python Software Foundation Legal Statements Privacy Notice Powered by PSF Community Infrastructure --> | 2026-01-13T08:49:00 |
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Skip to content ▼ Close Python PSF Docs PyPI Jobs Community ▲ The Python Network Donate ≡ Menu Search This Site GO A A Smaller Larger Reset Socialize LinkedIn Mastodon Chat on IRC Twitter Jobs Types Back end Big Data Cloud Database Evangelism Finance Front end Integration Lead Machine Learning Management Numeric processing Operations Systems Testing Web Categories Developer / Engineer Locations Telecommute Amsterdam – Netherlands Bengaluru, Karnataka – India Berkeley, CA – United States Bethesda, Maryland – United States Boston, MA – United States of America Cambridge, Massachusetts – United States Canton, Ohio – USA Chicago Or Remote, Illinois – USA Dover, North Carolina – USA London, --- – United Kingdom Mountain View, California – United States New York, Austin, Chicago, Seattle, Boulder, London, Dublin, Singapore – United States, England, Ireland, Singapore New York – United States New York, NY – United States Pontiac – USA Remote – Canada Remote or in-person (Palo Alto, CA); in-office requires 5 days/week., California – USA Remote – Remote Remote – United Kingdom Remote – USA Remote – United States São Paulo, São Paulo – Brazil Saratoga, California – United States Toronto, Ontario – Canada Warsaw (fully remote) – Poland Waterloo, toronto, qebec, bogota, medellin, montevideo, buenos aires – Canada, or Latam Countries Westport, CT – USA Submit Get exploring! 30 jobs on the Python Job Board Have a job to post? Please fill out this form , or returning Job Board users may log in here to update job postings and create new ones. --> New Senior Django Developer SKYCATCHFIRE Canton, Ohio, USA Back end , Big Data , Cloud , Database , Integration , Management , Operations , Systems , Testing , Web Posted: 10 January 2026 Developer / Engineer New Senior Data Privacy Software Developer OpenDP / Harvard University Cambridge, Massachusetts, United States Machine Learning , Numeric processing Posted: 09 January 2026 Developer / Engineer New Senior Backend Python Developer Kanmalai Technologies Bengaluru, Karnataka, India Back end Posted: 08 January 2026 Developer / Engineer New Senior Back-End Python Engineer - FULLY REMOTE-WORLDWIDE ActivePrime, Inc. Mountain View, California, United States Back end Posted: 23 December 2025 Developer / Engineer New DevOps Engineer-FULLY REMOTE ActivePrime, Inc. Mountain View, California, United States DevOps Posted: 23 December 2025 Developer / Engineer New Lead Python Backend Engineer Reef Technologies Warsaw (fully remote), Poland Lead Posted: 23 December 2025 Developer / Engineer New Senior Python Developer Cial Dun & Bradstreet São Paulo, São Paulo, Brazil Back end Posted: 22 December 2025 Developer / Engineer New Developer, Senior Illumen Group Inc. Bethesda, Maryland, United States Back end , Big Data , Cloud , Database , Front end , Integration Posted: 19 December 2025 Developer / Engineer New Senior Python Backend Engineer Reef Technologies Warsaw (fully remote), Poland Back end Posted: 19 December 2025 Developer / Engineer Founding Full-Stack Senior Engineer (UK ONLY) - Fully Remote MyDataValue London, ---, United Kingdom Back end , Database , Front end , Web Posted: 11 December 2025 Developer / Engineer AI Engineer Adaptify Remote, Remote, United Kingdom Back end , Front end , Machine Learning , Testing , Artificial Intelligence, Prompt Engineering Posted: 10 December 2025 Developer / Engineer Senior Python/DevOps Enginner ActivePrime Waterloo, toronto, qebec, bogota, medellin, montevideo, buenos aires, Canada, or Latam Countries Back end , Cloud Posted: 09 December 2025 Developer / Engineer Director, Ratings AI Fitch Ratings Toronto, Ontario, Canada Back end , Cloud , Finance , Front end , Machine Learning , Prototyping Posted: 05 December 2025 Developer / Engineer Python / Django Developer Client of Foxley Talent Remote, United States Back end Posted: 01 December 2025 Developer / Engineer Staff Software Engineer Bluebird Kids Health Boston, MA, United States of America Back end , Web Posted: 24 November 2025 Developer / Engineer Experienced Software Engineer — Systems Hudson River Trading New York, Austin, Chicago, Seattle, Boulder, London, Dublin, Singapore, United States, England, Ireland, Singapore Systems Posted: 14 November 2025 Developer / Engineer Privacy Engineer, Data Privacy Lab Center for Effective Global Action Berkeley, CA, United States Back end , Big Data , Machine Learning , Operations , Systems Posted: 11 November 2025 Developer / Engineer Senior Ground Software Engineer E-Space Saratoga, California, United States Back end , Cloud , Database Posted: 06 November 2025 Developer / Engineer Backend Engineering Specialist (Full Time) Mercor Remote or in-person (Palo Alto, CA); in-office requires 5 days/week., California, USA Back end , Database Posted: 05 November 2025 Developer / Engineer Senior Back-End Developer Showcare Remote, Canada Back end , Cloud , Database , Lead , Operations , Web Posted: 03 November 2025 Developer / Engineer Senior Software Engineer Known New York, NY, United States Posted: 02 November 2025 Developer / Engineer Lead Python Developer United Wholesale Mortgage Pontiac, USA Back end , Cloud , Lead , Machine Learning Posted: 28 October 2025 Developer / Engineer AI Automation & Integration Engineer Hoodie Analytics Chicago Or Remote, Illinois, USA Back end , Big Data , Database , Machine Learning , Web Posted: 27 October 2025 Developer / Engineer Python developer (3-5 years experience) needed on strong team Naia Corporation Dover, North Carolina, USA Back end , Database Posted: 27 October 2025 Developer / Engineer Tech Leader Domainsbot Inc. Remote, Remote, Remote Back end , Lead Posted: 22 October 2025 Developer / Engineer Prev 1 2 Next Submit a Job Have a job that our community would be interested in? Please check our job submission how-to for details on how to file a job posting. After you have reviewed our how-to document , please login and use this form to create a new job posting If you have submitted jobs previously under your login, you can view them by logging in now . In case of questions, please contact the PSF Python Job Board team . Thank you. 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https://www.python.org/jobs/locations/ | Job Locations | Python.org Notice: While JavaScript is not essential for this website, your interaction with the content will be limited. Please turn JavaScript on for the full experience. Skip to content ▼ Close Python PSF Docs PyPI Jobs Community ▲ The Python Network Donate ≡ Menu Search This Site GO A A Smaller Larger Reset Socialize LinkedIn Mastodon Chat on IRC Twitter Jobs Types Back end Big Data Cloud Database Evangelism Finance Front end Integration Lead Machine Learning Management Numeric processing Operations Systems Testing Web Categories Developer / Engineer Locations Telecommute Amsterdam – Netherlands Bengaluru, Karnataka – India Berkeley, CA – United States Bethesda, Maryland – United States Boston, MA – United States of America Cambridge, Massachusetts – United States Canton, Ohio – USA Chicago Or Remote, Illinois – USA Dover, North Carolina – USA London, --- – United Kingdom Mountain View, California – United States New York, Austin, Chicago, Seattle, Boulder, London, Dublin, Singapore – United States, England, Ireland, Singapore New York – United States New York, NY – United States Pontiac – USA Remote – Canada Remote or in-person (Palo Alto, CA); in-office requires 5 days/week., California – USA Remote – Remote Remote – United Kingdom Remote – USA Remote – United States São Paulo, São Paulo – Brazil Saratoga, California – United States Toronto, Ontario – Canada Warsaw (fully remote) – Poland Waterloo, toronto, qebec, bogota, medellin, montevideo, buenos aires – Canada, or Latam Countries Westport, CT – USA Submit Jobs by Location! 30 Python jobs in 26 different locations. Have a job to post? Please fill out this form , or returning Job Board users may log in here to update job postings and create new ones. --> Brazil São Paulo, São Paulo Canada Remote, Toronto, Ontario Canada, or Latam Countries Waterloo, toronto, qebec, bogota, medellin, montevideo, buenos aires, India Bengaluru, Karnataka Netherlands Amsterdam, Poland Warsaw (fully remote), Remote Remote, Remote USA Canton, Ohio Chicago Or Remote, Illinois Dover, North Carolina Pontiac, Remote, Remote Remote or in-person (Palo Alto, CA); in-office requires 5 days/week., California Westport, CT United Kingdom London, --- Remote, Remote United States Berkeley, CA Bethesda, Maryland Cambridge, Massachusetts Mountain View, California New York, New York Remote, Saratoga, California United States of America Boston, MA United States, England, Ireland, Singapore New York, Austin, Chicago, Seattle, Boulder, London, Dublin, Singapore, Submit a Job Have a job that our community would be interested in? Please check our job submission how-to for details on how to file a job posting. After you have reviewed our how-to document , please login and use this form to create a new job posting If you have submitted jobs previously under your login, you can view them by logging in now . In case of questions, please contact the PSF Python Job Board team . Thank you. Stay up-to-date Subscribe via RSS Follow The PSF via Twitter Job Board Sponsors ▲ Back to Top About Applications Quotes Getting Started Help Python Brochure Downloads All releases Source code Windows macOS Android Other Platforms License Alternative Implementations Documentation Docs Audio/Visual Talks Beginner's Guide FAQ Non-English Docs PEP Index Python Books Python Essays Community Diversity Mailing Lists IRC Forums PSF Annual Impact Report Python Conferences Special Interest Groups Python Logo Python Wiki Code of Conduct Community Awards Get Involved Shared Stories Success Stories Arts Business Education Engineering Government Scientific Software Development News Python News PSF Newsletter PSF News PyCon US News News from the Community Events Python Events User Group Events Python Events Archive User Group Events Archive Submit an Event Contributing Developer's Guide Issue Tracker python-dev list Core Mentorship Report a Security Issue ▲ Back to Top Help & General Contact Diversity Initiatives Submit Website Bug Status Copyright ©2001-2026. Python Software Foundation Legal Statements Privacy Notice Powered by PSF Community Infrastructure --> | 2026-01-13T08:49:00 |
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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 Core Close Follow User actions Frederik 👨💻➡️🌐 Creemers I'm never sure what to put in a bio. If there's anything you want to know, don't be afraid to ask! Location Maastricht, the Netherlands Joined Joined on Mar 22, 2017 Email address frederikcreemers@gmail.com Personal website https://frederikcreemers.be github website twitter website Education Knowledge Engineering & Data Science at Maastricht University Pronouns he/him Work Developer at TalkJS Google AI Studio Multi-Modal Challenge Completion Awarded for completing the Google AI Studio Multi-Modal Challenge by building and deploying an applet that showcases Gemini's multi-modal capabilities. Thank you for participating! 🤖 Got it Close 2 Week Community Wellness Streak Keep the community conversation going! 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Got it Close DEV Contributor Awarded for contributing code or technical docs/guidelines to the Forem open source project Got it Close Beloved Comment Awarded for making a well-loved comment, as voted on with 25 heart (❤️) reactions by the community. 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 Show all 19 badges More info about @_bigblind Organizations TalkJS Skills/Languages JS/TS/React/Python/Go/Elixir/... Whatever tool I need. Currently learning Go, Statistics, Machine learning, low level "stuff" (getting a better understanding of how my software interacts with the OS and hardware) Currently hacking on https://github.com/bigblind Available for Anything interesting Post 1 post published Comment 249 comments written Tag 1 tag followed Are tag follows not used for the home page feeds? Frederik 👨💻➡️🌐 Creemers Frederik 👨💻➡️🌐 Creemers Frederik 👨💻➡️🌐 Creemers Follow Sep 8 '25 Are tag follows not used for the home page feeds? # product 3 reactions Comments 2 comments 1 min read Want to connect with Frederik 👨💻➡️🌐 Creemers? Create an account to connect with Frederik 👨💻➡️🌐 Creemers. 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 Forem Core — Discussing the core forem open source software project — features, bugs, performance, self-hosting. Home About Contact 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 Core © 2016 - 2026. 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https://www.python.org/events/python-events/past/#python-network | Our Events | Python.org Notice: While JavaScript is not essential for this website, your interaction with the content will be limited. Please turn JavaScript on for the full experience. Skip to content ▼ Close Python PSF Docs PyPI Jobs Community ▲ The Python Network Donate ≡ Menu Search This Site GO A A Smaller Larger Reset Socialize LinkedIn Mastodon Chat on IRC Twitter About Applications Quotes Getting Started Help Python Brochure Downloads All releases Source code Windows macOS Android Other Platforms License Alternative Implementations Documentation Docs Audio/Visual Talks Beginner's Guide FAQ Non-English Docs PEP Index Python Books Python Essays Community Diversity Mailing Lists IRC Forums PSF Annual Impact Report Python Conferences Special Interest Groups Python Logo Python Wiki Code of Conduct Community Awards Get Involved Shared Stories Success Stories Arts Business Education Engineering Government Scientific Software Development News Python News PSF Newsletter PSF News PyCon US News News from the Community Events Python Events User Group Events Python Events Archive User Group Events Archive Submit an Event from the Python Events Calendar Past Events More PyData Global 2025 09 Dec. 2025 – 11 Dec. 2025 Online Python Sul 2025 21 Nov. 2025 – 23 Nov. 2025 Porto Alegre, Brazil XtremePython 2025 18 Nov. 2025 2025 online PyCon Wroclaw 2025 15 Nov. 2025 2025 Concordia Design Wrocław I Wynajem biur I Centrum Konferencyjno - Eventowe, wyspa Słodowa 7, 50-266 Wrocław, Poland PyCon Ireland 2025 15 Nov. 2025 – 16 Nov. 2025 Dublin, Ireland PyCon Chile 2025 08 Nov. 2025 – 09 Nov. 2025 Viña del Mar, Chile Python Event Subscriptions Subscribe to Python Event Calendars: Events in iCal format Python Events Calendars For Python events near you, please have a look at the Python events map . The Python events calendars are maintained by the events calendar team . Please see the events calendar project page for details on how to submit events , subscribe to the calendars , get Twitter feeds or embed them. Thank you. ▲ Back to Top About Applications Quotes Getting Started Help Python Brochure Downloads All releases Source code Windows macOS Android Other Platforms License Alternative Implementations Documentation Docs Audio/Visual Talks Beginner's Guide FAQ Non-English Docs PEP Index Python Books Python Essays Community Diversity Mailing Lists IRC Forums PSF Annual Impact Report Python Conferences Special Interest Groups Python Logo Python Wiki Code of Conduct Community Awards Get Involved Shared Stories Success Stories Arts Business Education Engineering Government Scientific Software Development News Python News PSF Newsletter PSF News PyCon US News News from the Community Events Python Events User Group Events Python Events Archive User Group Events Archive Submit an Event Contributing Developer's Guide Issue Tracker python-dev list Core Mentorship Report a Security Issue ▲ Back to Top Help & General Contact Diversity Initiatives Submit Website Bug Status Copyright ©2001-2026. Python Software Foundation Legal Statements Privacy Notice Powered by PSF Community Infrastructure --> | 2026-01-13T08:49:00 |
https://www.python.org/jobs/type/machine-learning/ | Python Job Board | Python.org Notice: While JavaScript is not essential for this website, your interaction with the content will be limited. Please turn JavaScript on for the full experience. Skip to content ▼ Close Python PSF Docs PyPI Jobs Community ▲ The Python Network Donate ≡ Menu Search This Site GO A A Smaller Larger Reset Socialize LinkedIn Mastodon Chat on IRC Twitter Jobs Types Back end Big Data Cloud Database Evangelism Finance Front end Integration Lead Machine Learning Management Numeric processing Operations Systems Testing Web Categories Developer / Engineer Locations Telecommute Amsterdam – Netherlands Bengaluru, Karnataka – India Berkeley, CA – United States Bethesda, Maryland – United States Boston, MA – United States of America Cambridge, Massachusetts – United States Canton, Ohio – USA Chicago Or Remote, Illinois – USA Dover, North Carolina – USA London, --- – United Kingdom Mountain View, California – United States New York, Austin, Chicago, Seattle, Boulder, London, Dublin, Singapore – United States, England, Ireland, Singapore New York – United States New York, NY – United States Pontiac – USA Remote – Canada Remote or in-person (Palo Alto, CA); in-office requires 5 days/week., California – USA Remote – Remote Remote – United Kingdom Remote – USA Remote – United States São Paulo, São Paulo – Brazil Saratoga, California – United States Toronto, Ontario – Canada Warsaw (fully remote) – Poland Waterloo, toronto, qebec, bogota, medellin, montevideo, buenos aires – Canada, or Latam Countries Westport, CT – USA Submit Machine Learning 7 Python jobs in Machine Learning Have a job to post? Please fill out this form , or returning Job Board users may log in here to update job postings and create new ones. --> New Senior Data Privacy Software Developer OpenDP / Harvard University Cambridge, Massachusetts, United States Machine Learning , Numeric processing Posted: 09 January 2026 Developer / Engineer AI Engineer Adaptify Remote, Remote, United Kingdom Back end , Front end , Machine Learning , Testing , Artificial Intelligence, Prompt Engineering Posted: 10 December 2025 Developer / Engineer Director, Ratings AI Fitch Ratings Toronto, Ontario, Canada Back end , Cloud , Finance , Front end , Machine Learning , Prototyping Posted: 05 December 2025 Developer / Engineer Privacy Engineer, Data Privacy Lab Center for Effective Global Action Berkeley, CA, United States Back end , Big Data , Machine Learning , Operations , Systems Posted: 11 November 2025 Developer / Engineer Lead Python Developer United Wholesale Mortgage Pontiac, USA Back end , Cloud , Lead , Machine Learning Posted: 28 October 2025 Developer / Engineer AI Automation & Integration Engineer Hoodie Analytics Chicago Or Remote, Illinois, USA Back end , Big Data , Database , Machine Learning , Web Posted: 27 October 2025 Developer / Engineer Senior Software Language Engineer – Python 680 Partners Westport, CT, USA Lead , Machine Learning , Numeric processing Posted: 16 October 2025 Developer / Engineer Submit a Job Have a job that our community would be interested in? Please check our job submission how-to for details on how to file a job posting. After you have reviewed our how-to document , please login and use this form to create a new job posting If you have submitted jobs previously under your login, you can view them by logging in now . In case of questions, please contact the PSF Python Job Board team . Thank you. Stay up-to-date Subscribe via RSS Follow The PSF via Twitter Job Board Sponsors ▲ Back to Top About Applications Quotes Getting Started Help Python Brochure Downloads All releases Source code Windows macOS Android Other Platforms License Alternative Implementations Documentation Docs Audio/Visual Talks Beginner's Guide FAQ Non-English Docs PEP Index Python Books Python Essays Community Diversity Mailing Lists IRC Forums PSF Annual Impact Report Python Conferences Special Interest Groups Python Logo Python Wiki Code of Conduct Community Awards Get Involved Shared Stories Success Stories Arts Business Education Engineering Government Scientific Software Development News Python News PSF Newsletter PSF News PyCon US News News from the Community Events Python Events User Group Events Python Events Archive User Group Events Archive Submit an Event Contributing Developer's Guide Issue Tracker python-dev list Core Mentorship Report a Security Issue ▲ Back to Top Help & General Contact Diversity Initiatives Submit Website Bug Status Copyright ©2001-2026. Python Software Foundation Legal Statements Privacy Notice Powered by PSF Community Infrastructure --> | 2026-01-13T08:49:00 |
https://www.python.org/jobs/type/management/ | Python Job Board | Python.org Notice: While JavaScript is not essential for this website, your interaction with the content will be limited. Please turn JavaScript on for the full experience. Skip to content ▼ Close Python PSF Docs PyPI Jobs Community ▲ The Python Network Donate ≡ Menu Search This Site GO A A Smaller Larger Reset Socialize LinkedIn Mastodon Chat on IRC Twitter Jobs Types Back end Big Data Cloud Database Evangelism Finance Front end Integration Lead Machine Learning Management Numeric processing Operations Systems Testing Web Categories Developer / Engineer Locations Telecommute Amsterdam – Netherlands Bengaluru, Karnataka – India Berkeley, CA – United States Bethesda, Maryland – United States Boston, MA – United States of America Cambridge, Massachusetts – United States Canton, Ohio – USA Chicago Or Remote, Illinois – USA Dover, North Carolina – USA London, --- – United Kingdom Mountain View, California – United States New York, Austin, Chicago, Seattle, Boulder, London, Dublin, Singapore – United States, England, Ireland, Singapore New York – United States New York, NY – United States Pontiac – USA Remote – Canada Remote or in-person (Palo Alto, CA); in-office requires 5 days/week., California – USA Remote – Remote Remote – United Kingdom Remote – USA Remote – United States São Paulo, São Paulo – Brazil Saratoga, California – United States Toronto, Ontario – Canada Warsaw (fully remote) – Poland Waterloo, toronto, qebec, bogota, medellin, montevideo, buenos aires – Canada, or Latam Countries Westport, CT – USA Submit Management 1 Python job in Management Have a job to post? Please fill out this form , or returning Job Board users may log in here to update job postings and create new ones. --> New Senior Django Developer SKYCATCHFIRE Canton, Ohio, USA Back end , Big Data , Cloud , Database , Integration , Management , Operations , Systems , Testing , Web Posted: 10 January 2026 Developer / Engineer Submit a Job Have a job that our community would be interested in? Please check our job submission how-to for details on how to file a job posting. After you have reviewed our how-to document , please login and use this form to create a new job posting If you have submitted jobs previously under your login, you can view them by logging in now . In case of questions, please contact the PSF Python Job Board team . Thank you. Stay up-to-date Subscribe via RSS Follow The PSF via Twitter Job Board Sponsors ▲ Back to Top About Applications Quotes Getting Started Help Python Brochure Downloads All releases Source code Windows macOS Android Other Platforms License Alternative Implementations Documentation Docs Audio/Visual Talks Beginner's Guide FAQ Non-English Docs PEP Index Python Books Python Essays Community Diversity Mailing Lists IRC Forums PSF Annual Impact Report Python Conferences Special Interest Groups Python Logo Python Wiki Code of Conduct Community Awards Get Involved Shared Stories Success Stories Arts Business Education Engineering Government Scientific Software Development News Python News PSF Newsletter PSF News PyCon US News News from the Community Events Python Events User Group Events Python Events Archive User Group Events Archive Submit an Event Contributing Developer's Guide Issue Tracker python-dev list Core Mentorship Report a Security Issue ▲ Back to Top Help & General Contact Diversity Initiatives Submit Website Bug Status Copyright ©2001-2026. Python Software Foundation Legal Statements Privacy Notice Powered by PSF Community Infrastructure --> | 2026-01-13T08:49:00 |
https://www.highlight.io/docs/getting-started/server/go/fiber | Fiber Quick Start Star us on GitHub Star Docs Sign in Sign up Getting Started Getting Started with Highlight Fullstack Mapping Browser React.js Next.js Remix Vue.js Angular Gatsby.js SvelteKit Electron highlight.run SDK Overview Canvas & WebGL Console Messages Content-Security-Policy Identifying Users iframe Recording Monkey Patches Browser OpenTelemetry Persistent Asset Storage Privacy Proxying Highlight React.js Error Boundary Recording Network Requests and Responses Recording WebSocket Events Salesforce Lightning Web Components (LWC) Data Export Sourcemap Configuration Tracking Events Troubleshooting Upgrading Highlight Versioning Sessions & Errors Other React Native (beta) Server Go Overview chi Echo Fiber Gin GORM gqlgen Logrus Manual Tracing gorilla mux JS Overview Apollo AWS Lambda Cloudflare Workers Express.js Firebase Hono Nest.js Next.js Node.js Pino tRPC Winston Python Overview AWS Lambda Azure Functions Django FastAPI Flask Google Cloud Functions Loguru Other Frameworks Python AI / LLM Libraries Python Libraries Ruby Overview Other Frameworks Ruby on Rails Rust Overview actix-web No Framework Hosting Providers Overview Metrics in AWS Logging in AWS Logging in Azure Fly.io NATS Log Shipper Logging in GCP Heroku Log Drain Render Log Stream Logging in Trigger.dev Vercel Log Drain Elixir Overview Elixir App Java: All Frameworks PHP: All Frameworks C# .NET ASP C# .NET 4 ASP Docker / Docker Compose File Fluent Forward curl OpenTelemetry Protocol (OTLP) Syslog RFC5424 Systemd / Journald Native OpenTelemetry Overview Error Monitoring Logging Tracing Browser Instrumentation Metrics Fullstack Frameworks Overview Next.js Fullstack Overview Next.js Page Router Guide Next.js App Router Guide Edge Runtime Advanced Config Remix Walkthrough Self Host & Local Dev Overview Development deployment guide. Integrations Microsoft Teams self-hosted Hobby deployment guide. Traefik SSL Proxying. Menu Highlight Docs Welcome to highlight.io Get Started Roadmap Company Values Compliance & Security Open Source Contributing Overview GraphQL Backend Frontend (app.highlight.io) Landing Site (highlight.io) Documentation End to End SDK Example Apps Adding an SDK Application Architecture GitHub Code Spaces Code Style Good First Issues Self-hosting Self-hosted [Dev] Self-hosted [Hobby] Self-hosted [Enterprise] Telemetry Our Competitors Product Philosophy Product Features Session Replay Overview Canvas & Iframe Dev-tool Window Recording Tracking Users & Recording Events Filtering Sessions GraphQL Live Mode Performance Impact Player Session Caching Rage Clicks Request Proxying Session Search Extracting the Session URL Session Search Deep Linking Shadow Dom + Web Components Error Monitoring Overview Enhancing Errors with GitHub Error Search Filtering Errors Grouping Errors Managing Errors Manually Reporting Errors Sourcemaps General Features Overview Alerts Comments Digests Environments Search Segments Services Webhooks Logging Overview Log Alerts Log Search Tracing Overview Trace Search Dashboards Overview Dashboard Management Metrics Tutorials Service Latency Web Vitals & Page Speed User Engagement User Analytics Graphing Drilldown Event Search Dashboard Variables SQL Editor Metrics (beta) Overview Frequently Asked Questions. Integrations Integrations Overview Amplitude Integration ClickUp Integration Discord Integration Electron Support Front Integration GitHub Integration Grafana Integration Overview Setup Dashboards Alerts Height Integration Intercom Integration Jira Integration LaunchDarkly Integration Linear Integration Mixpanel Integration Nuxt Integration Pendo Integration Segment Integration Slack Integration Vercel Integration WordPress Plugin Highlight.io Changelog Overview Changelog 12 (02/17) Changelog 13 (02/24) Changelog 14 (03/03) Changelog 15 (03/11) Changelog 16 (03/19) Changelog 17 (04/07) Changelog 18 (04/26) Changelog 19 (05/22) Changelog 20 (06/06) Changelog 21 (06/21) Changelog 22 (08/07) Changelog 23 (08/22) Changelog 24 (09/11) Changelog 25 (10/03) Changelog 26 (11/08) Changelog 27 (12/22) Changelog 28 (3/6) Changelog 29 (4/2) Getting Started Getting Started with Highlight Fullstack Mapping Browser React.js Next.js Remix Vue.js Angular Gatsby.js SvelteKit Electron highlight.run SDK Overview Canvas & WebGL Console Messages Content-Security-Policy Identifying Users iframe Recording Monkey Patches Browser OpenTelemetry Persistent Asset Storage Privacy Proxying Highlight React.js Error Boundary Recording Network Requests and Responses Recording WebSocket Events Salesforce Lightning Web Components (LWC) Data Export Sourcemap Configuration Tracking Events Troubleshooting Upgrading Highlight Versioning Sessions & Errors Other React Native (beta) Server Go Overview chi Echo Fiber Gin GORM gqlgen Logrus Manual Tracing gorilla mux JS Overview Apollo AWS Lambda Cloudflare Workers Express.js Firebase Hono Nest.js Next.js Node.js Pino tRPC Winston Python Overview AWS Lambda Azure Functions Django FastAPI Flask Google Cloud Functions Loguru Other Frameworks Python AI / LLM Libraries Python Libraries Ruby Overview Other Frameworks Ruby on Rails Rust Overview actix-web No Framework Hosting Providers Overview Metrics in AWS Logging in AWS Logging in Azure Fly.io NATS Log Shipper Logging in GCP Heroku Log Drain Render Log Stream Logging in Trigger.dev Vercel Log Drain Elixir Overview Elixir App Java: All Frameworks PHP: All Frameworks C# .NET ASP C# .NET 4 ASP Docker / Docker Compose File Fluent Forward curl OpenTelemetry Protocol (OTLP) Syslog RFC5424 Systemd / Journald Native OpenTelemetry Overview Error Monitoring Logging Tracing Browser Instrumentation Metrics Fullstack Frameworks Overview Next.js Fullstack Overview Next.js Page Router Guide Next.js App Router Guide Edge Runtime Advanced Config Remix Walkthrough Self Host & Local Dev Overview Development deployment guide. Integrations Microsoft Teams self-hosted Hobby deployment guide. Traefik SSL Proxying. Docs Home SDK Client SDK API Reference Cloudflare Worker SDK API Reference Go SDK API Reference Hono SDK API Reference Java SDK API Reference Next.JS SDK API Reference Node.JS SDK API Reference Python SDK API Reference Ruby SDK API Reference Rust SDK API Reference Docs / Getting Started / Server / Go / Fiber Quick Start Fiber Quick Start Learn how to set up highlight.io monitoring and logging on your Go Fiber backend. 1 Configure client-side Highlight. (optional) If you're using Highlight on the frontend for your application, make sure you've initialized it correctly and followed the fullstack mapping guide . 2 Install the Highlight Go SDK. Install the highlight-go package with go get . go get -u github.com/highlight/highlight/sdk/highlight-go 3 Initialize the Highlight Go SDK. highlight.Start starts a goroutine for recording and sending backend traces and errors. Setting your project id lets Highlight record errors for background tasks and processes that aren't associated with a frontend session. import ( "github.com/highlight/highlight/sdk/highlight-go" ) func main() { // ... highlight.SetProjectID("<YOUR_PROJECT_ID>") highlight.Start( highlight.WithServiceName("my-app"), highlight.WithServiceVersion("git-sha"), ) defer highlight.Stop() // ... } 4 Add the Highlight Fiber error handler. highlightFiber.Middleware() provides a Go Fiber middleware to automatically record and send errors to Highlight. import ( highlightFiber "github.com/highlight/highlight/sdk/highlight-go/middleware/fiber" ) func main() { // ... app := fiber.New() app.Use(highlightFiber.Middleware()) // ... } 5 Record custom errors. (optional) If you want to explicitly send an error to Highlight, you can use the highlight.RecordError method. highlight.RecordError(ctx, err, attribute.String("key", "value")) 6 Verify your errors are being recorded. Now that you've set up the Middleware, verify that the backend error handling works by consuming an error from your handler. This is as easy as having a route handler return an error. 7 Call logrus methods while passing the request context. The request context allows highlight to associate logs with the incoming frontend session and network request. logrus.WithContext(c.Context()).WithField("user", "bob").Infof("hello, %s!", "world") 8 Call the Highlight logging SDK. Use our SDK to configure logrus , and use it as normal. package main import ( "context" "github.com/highlight/highlight/sdk/highlight-go" "github.com/highlight/highlight/sdk/highlight-go/log" "github.com/sirupsen/logrus" ) func main() { // setup the highlight SDK highlight.SetProjectID("<YOUR_PROJECT_ID>") highlight.Start( highlight.WithServiceName("my-fiber-app"), highlight.WithServiceVersion("git-sha"), ) defer highlight.Stop() // setup highlight logrus hook hlog.Init() // if you don't want to get stdout / stderr output, add the following uncommented // hlog.DisableOutput() app := fiber.New() app.Use(logger.New()) // setup go fiber to use the highlight middleware for header parsing app.Use(highlightFiber.Middleware()) app.Get("/", func(c *fiber.Ctx) error { // in handlers, use logrus with the UserContext to associate logs with the frontend session. logrus.WithContext(c.Context()).Infof("hello from highlight.io") return c.SendString("Hello, World!") }) logrus.Fatal(app.Listen(":3456")) } 9 Verify your backend logs are being recorded. Visit the highlight logs portal and check that backend logs are coming in. 10 Verify your backend traces are being recorded. Visit the highlight traces portal and check that backend traces are coming in. Echo Quick Start Gin Quick Start [object Object] | 2026-01-13T08:49:00 |
https://www.python.org/about/quotes/#content | Quotes about Python | Python.org Notice: While JavaScript is not essential for this website, your interaction with the content will be limited. Please turn JavaScript on for the full experience. Skip to content ▼ Close Python PSF Docs PyPI Jobs Community ▲ The Python Network Donate ≡ Menu Search This Site GO A A Smaller Larger Reset Socialize LinkedIn Mastodon Chat on IRC Twitter About Applications Quotes Getting Started Help Python Brochure Downloads All releases Source code Windows macOS Android Other Platforms License Alternative Implementations Documentation Docs Audio/Visual Talks Beginner's Guide FAQ Non-English Docs PEP Index Python Books Python Essays Community Diversity Mailing Lists IRC Forums PSF Annual Impact Report Python Conferences Special Interest Groups Python Logo Python Wiki Code of Conduct Community Awards Get Involved Shared Stories Success Stories Arts Business Education Engineering Government Scientific Software Development News Python News PSF Newsletter PSF News PyCon US News News from the Community Events Python Events User Group Events Python Events Archive User Group Events Archive Submit an Event Python >>> About >>> Quotes Quotes about Python Python is used successfully in thousands of real-world business applications around the world, including many large and mission critical systems. Here are some quotes from happy Python users: YouTube.com "Python is fast enough for our site and allows us to produce maintainable features in record times, with a minimum of developers," said Cuong Do, Software Architect, YouTube.com . Industrial Light & Magic "Python plays a key role in our production pipeline. Without it a project the size of Star Wars: Episode II would have been very difficult to pull off. From crowd rendering to batch processing to compositing, Python binds all things together," said Tommy Burnette, Senior Technical Director, Industrial Light & Magic . "Python is everywhere at ILM. It's used to extend the capabilities of our applications, as well as providing the glue between them. Every CG image we create has involved Python somewhere in the process," said Philip Peterson, Principal Engineer, Research & Development, Industrial Light & Magic . Google "Python has been an important part of Google since the beginning, and remains so as the system grows and evolves. Today dozens of Google engineers use Python, and we're looking for more people with skills in this language." said Peter Norvig, director of search quality at Google, Inc. Journyx "Journyx technology, from the source code of our software to the code that maintains our Web site and ASP sites, is entirely based on Python. It increases our speed of development and keeps us several steps ahead of competitors while remaining easy to read and use. It's as high level of a language as you can have without running into functionality problems. I estimate that Python makes our coders 10 times more productive than Java programmers, and 100 times more than C programmers." -- Curt Finch, CEO, Journyx IronPort "IronPort email gateway appliances are used by the largest corporations and ISPs in the world," said Mark Peek, Sr. Director of Engineering at IronPort Systems . "Python is a critical ingredient in this high performance system. IronPort's suite of products contains over a million lines of Python. The PSF is an invaluable resource that helps keep Python on the cutting edge." EVE Online "Python enabled us to create EVE Online , a massive multiplayer game, in record time. The EVE Online server cluster runs over 50,000 simultaneous players in a shared space simulation, most of which is created in Python. The flexibilities of Python have enabled us to quickly improve the game experience based on player feedback" said Hilmar Veigar Petursson of CCP Games . HomeGain "HomeGain maintains its commitment to continual improvement through rapid turnaround of new features and enhancements. Python supports this short time-to-market philosophy with concise, clear syntax and a powerful standard library. New development proceeds rapidly, and maintenance of existing code is straightforward and fast," said Geoff Gerrietts, Software Engineer, HomeGain.com . Thawte Consulting "Python makes us extremely productive, and makes maintaining a large and rapidly evolving codebase relatively simple," said Mark Shuttleworth. University of Maryland "I have the students learn Python in our undergraduate and graduate Semantic Web courses. Why? Because basically there's nothing else with the flexibility and as many web libraries," said Prof. James A. Hendler. EZTrip.com "The travel industry is made up of a myriad supplier data feeds all of which are proprietary in some way and are constantly changing. Python repeatedly has allowed us to access, build and test our in-house communications with hundreds of travel suppliers around the world in a matter of days rather then the months it would have taken using other languages. Since adopting Python 2 years ago, Python has provided us with a measurable productivity gain that allows us to stay competitive in the online travel space," said Michael Engelhart, CTO of EZTrip.com . RealEstateAgent.com "Python in conjunction with PHP has repeatedly allowed us to develop fast and proficient applications that permit Real Estate Agent .com to operate with minimal resources. Python is a critical part of our dynamically growing cluster directory of real estate agents." said Gadi Hus, Webmaster, Volico Web Consulting Firaxis Games "Like XML, scripting was extremely useful as both a mod tool and an internal development tool. If you don't have any need to expose code and algorithms in a simple and safe way to others, you can argue that providing a scripting language is not worth the effort. However, if you do have that need, as we did, scripting is a no brainer, and it makes complete sense to use a powerful, documented, cross-platform standard such as Python." -- Mustafa Thamer of Firaxis Games, talking about Civilization IV. Quoted on page 18 of the August 2005 Game Developer Magazine . "Python, like many good technologies, soon spreads virally throughout your development team and finds its way into all sorts of applications and tools. In other words, Python begins to feel like a big hammer and coding tasks look like nails." -- Mustafa Thamer of Firaxis Games, talking about Civilization IV. Quoted on page 18 of the August 2005 Game Developer Magazine . "We chose to use python because we wanted a well-supported scripting language that could extend our core code. Indeed, we wrote much more code in python than we were expecting, including all in-game screens and the main interface. It was a huge win for the project because writing code in a language with garbage collection simply goes faster than writing code in C++. The fact that users will be able to easily mod the interface is a nice plus as well. The downside of python was that it significantly increased our build times, mostly from linking with Boost." -- Soren Johnson, lead designer, Civilization IV. Quoted in a Slashdot interview . The PSF The Python Software Foundation is the organization behind Python. 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https://www.python.org/jobs/location/boston-ma-united-states-of-america/ | Python Job Board | Python.org Notice: While JavaScript is not essential for this website, your interaction with the content will be limited. Please turn JavaScript on for the full experience. Skip to content ▼ Close Python PSF Docs PyPI Jobs Community ▲ The Python Network Donate ≡ Menu Search This Site GO A A Smaller Larger Reset Socialize LinkedIn Mastodon Chat on IRC Twitter Jobs Types Back end Big Data Cloud Database Evangelism Finance Front end Integration Lead Machine Learning Management Numeric processing Operations Systems Testing Web Categories Developer / Engineer Locations Telecommute Amsterdam – Netherlands Bengaluru, Karnataka – India Berkeley, CA – United States Bethesda, Maryland – United States Boston, MA – United States of America Cambridge, Massachusetts – United States Canton, Ohio – USA Chicago Or Remote, Illinois – USA Dover, North Carolina – USA London, --- – United Kingdom Mountain View, California – United States New York, Austin, Chicago, Seattle, Boulder, London, Dublin, Singapore – United States, England, Ireland, Singapore New York – United States New York, NY – United States Pontiac – USA Remote – Canada Remote or in-person (Palo Alto, CA); in-office requires 5 days/week., California – USA Remote – Remote Remote – United Kingdom Remote – USA Remote – United States São Paulo, São Paulo – Brazil Saratoga, California – United States Toronto, Ontario – Canada Warsaw (fully remote) – Poland Waterloo, toronto, qebec, bogota, medellin, montevideo, buenos aires – Canada, or Latam Countries Westport, CT – USA Submit Boston, MA – United States of America 1 Python job in Boston, MA – United States of America Have a job to post? Please fill out this form , or returning Job Board users may log in here to update job postings and create new ones. --> Staff Software Engineer Bluebird Kids Health Boston, MA, United States of America Back end , Web Posted: 24 November 2025 Developer / Engineer Submit a Job Have a job that our community would be interested in? Please check our job submission how-to for details on how to file a job posting. After you have reviewed our how-to document , please login and use this form to create a new job posting If you have submitted jobs previously under your login, you can view them by logging in now . In case of questions, please contact the PSF Python Job Board team . Thank you. Stay up-to-date Subscribe via RSS Follow The PSF via Twitter Job Board Sponsors ▲ Back to Top About Applications Quotes Getting Started Help Python Brochure Downloads All releases Source code Windows macOS Android Other Platforms License Alternative Implementations Documentation Docs Audio/Visual Talks Beginner's Guide FAQ Non-English Docs PEP Index Python Books Python Essays Community Diversity Mailing Lists IRC Forums PSF Annual Impact Report Python Conferences Special Interest Groups Python Logo Python Wiki Code of Conduct Community Awards Get Involved Shared Stories Success Stories Arts Business Education Engineering Government Scientific Software Development News Python News PSF Newsletter PSF News PyCon US News News from the Community Events Python Events User Group Events Python Events Archive User Group Events Archive Submit an Event Contributing Developer's Guide Issue Tracker python-dev list Core Mentorship Report a Security Issue ▲ Back to Top Help & General Contact Diversity Initiatives Submit Website Bug Status Copyright ©2001-2026. Python Software Foundation Legal Statements Privacy Notice Powered by PSF Community Infrastructure --> | 2026-01-13T08:49:00 |
https://www.python.org/jobs/type/systems/ | Python Job Board | Python.org Notice: While JavaScript is not essential for this website, your interaction with the content will be limited. Please turn JavaScript on for the full experience. Skip to content ▼ Close Python PSF Docs PyPI Jobs Community ▲ The Python Network Donate ≡ Menu Search This Site GO A A Smaller Larger Reset Socialize LinkedIn Mastodon Chat on IRC Twitter Jobs Types Back end Big Data Cloud Database Evangelism Finance Front end Integration Lead Machine Learning Management Numeric processing Operations Systems Testing Web Categories Developer / Engineer Locations Telecommute Amsterdam – Netherlands Bengaluru, Karnataka – India Berkeley, CA – United States Bethesda, Maryland – United States Boston, MA – United States of America Cambridge, Massachusetts – United States Canton, Ohio – USA Chicago Or Remote, Illinois – USA Dover, North Carolina – USA London, --- – United Kingdom Mountain View, California – United States New York, Austin, Chicago, Seattle, Boulder, London, Dublin, Singapore – United States, England, Ireland, Singapore New York – United States New York, NY – United States Pontiac – USA Remote – Canada Remote or in-person (Palo Alto, CA); in-office requires 5 days/week., California – USA Remote – Remote Remote – United Kingdom Remote – USA Remote – United States São Paulo, São Paulo – Brazil Saratoga, California – United States Toronto, Ontario – Canada Warsaw (fully remote) – Poland Waterloo, toronto, qebec, bogota, medellin, montevideo, buenos aires – Canada, or Latam Countries Westport, CT – USA Submit Systems 4 Python jobs in Systems Have a job to post? Please fill out this form , or returning Job Board users may log in here to update job postings and create new ones. --> New Senior Django Developer SKYCATCHFIRE Canton, Ohio, USA Back end , Big Data , Cloud , Database , Integration , Management , Operations , Systems , Testing , Web Posted: 10 January 2026 Developer / Engineer Experienced Software Engineer — Systems Hudson River Trading New York, Austin, Chicago, Seattle, Boulder, London, Dublin, Singapore, United States, England, Ireland, Singapore Systems Posted: 14 November 2025 Developer / Engineer Privacy Engineer, Data Privacy Lab Center for Effective Global Action Berkeley, CA, United States Back end , Big Data , Machine Learning , Operations , Systems Posted: 11 November 2025 Developer / Engineer Python Software Engineer HypothesisBase Remote, Remote, USA Back end , Evangelism , Front end , Operations , Systems , Testing , Web Posted: 21 October 2025 Developer / Engineer Submit a Job Have a job that our community would be interested in? Please check our job submission how-to for details on how to file a job posting. After you have reviewed our how-to document , please login and use this form to create a new job posting If you have submitted jobs previously under your login, you can view them by logging in now . In case of questions, please contact the PSF Python Job Board team . Thank you. Stay up-to-date Subscribe via RSS Follow The PSF via Twitter Job Board Sponsors ▲ Back to Top About Applications Quotes Getting Started Help Python Brochure Downloads All releases Source code Windows macOS Android Other Platforms License Alternative Implementations Documentation Docs Audio/Visual Talks Beginner's Guide FAQ Non-English Docs PEP Index Python Books Python Essays Community Diversity Mailing Lists IRC Forums PSF Annual Impact Report Python Conferences Special Interest Groups Python Logo Python Wiki Code of Conduct Community Awards Get Involved Shared Stories Success Stories Arts Business Education Engineering Government Scientific Software Development News Python News PSF Newsletter PSF News PyCon US News News from the Community Events Python Events User Group Events Python Events Archive User Group Events Archive Submit an Event Contributing Developer's Guide Issue Tracker python-dev list Core Mentorship Report a Security Issue ▲ Back to Top Help & General Contact Diversity Initiatives Submit Website Bug Status Copyright ©2001-2026. Python Software Foundation Legal Statements Privacy Notice Powered by PSF Community Infrastructure --> | 2026-01-13T08:49:00 |
https://www.python.org/jobs/location/berkeley-ca-united-states/ | Python Job Board | Python.org Notice: While JavaScript is not essential for this website, your interaction with the content will be limited. Please turn JavaScript on for the full experience. Skip to content ▼ Close Python PSF Docs PyPI Jobs Community ▲ The Python Network Donate ≡ Menu Search This Site GO A A Smaller Larger Reset Socialize LinkedIn Mastodon Chat on IRC Twitter Jobs Types Back end Big Data Cloud Database Evangelism Finance Front end Integration Lead Machine Learning Management Numeric processing Operations Systems Testing Web Categories Developer / Engineer Locations Telecommute Amsterdam – Netherlands Bengaluru, Karnataka – India Berkeley, CA – United States Bethesda, Maryland – United States Boston, MA – United States of America Cambridge, Massachusetts – United States Canton, Ohio – USA Chicago Or Remote, Illinois – USA Dover, North Carolina – USA London, --- – United Kingdom Mountain View, California – United States New York, Austin, Chicago, Seattle, Boulder, London, Dublin, Singapore – United States, England, Ireland, Singapore New York – United States New York, NY – United States Pontiac – USA Remote – Canada Remote or in-person (Palo Alto, CA); in-office requires 5 days/week., California – USA Remote – Remote Remote – United Kingdom Remote – USA Remote – United States São Paulo, São Paulo – Brazil Saratoga, California – United States Toronto, Ontario – Canada Warsaw (fully remote) – Poland Waterloo, toronto, qebec, bogota, medellin, montevideo, buenos aires – Canada, or Latam Countries Westport, CT – USA Submit Berkeley, CA – United States 1 Python job in Berkeley, CA – United States Have a job to post? Please fill out this form , or returning Job Board users may log in here to update job postings and create new ones. --> Privacy Engineer, Data Privacy Lab Center for Effective Global Action Berkeley, CA, United States Back end , Big Data , Machine Learning , Operations , Systems Posted: 11 November 2025 Developer / Engineer Submit a Job Have a job that our community would be interested in? Please check our job submission how-to for details on how to file a job posting. After you have reviewed our how-to document , please login and use this form to create a new job posting If you have submitted jobs previously under your login, you can view them by logging in now . In case of questions, please contact the PSF Python Job Board team . Thank you. Stay up-to-date Subscribe via RSS Follow The PSF via Twitter Job Board Sponsors ▲ Back to Top About Applications Quotes Getting Started Help Python Brochure Downloads All releases Source code Windows macOS Android Other Platforms License Alternative Implementations Documentation Docs Audio/Visual Talks Beginner's Guide FAQ Non-English Docs PEP Index Python Books Python Essays Community Diversity Mailing Lists IRC Forums PSF Annual Impact Report Python Conferences Special Interest Groups Python Logo Python Wiki Code of Conduct Community Awards Get Involved Shared Stories Success Stories Arts Business Education Engineering Government Scientific Software Development News Python News PSF Newsletter PSF News PyCon US News News from the Community Events Python Events User Group Events Python Events Archive User Group Events Archive Submit an Event Contributing Developer's Guide Issue Tracker python-dev list Core Mentorship Report a Security Issue ▲ Back to Top Help & General Contact Diversity Initiatives Submit Website Bug Status Copyright ©2001-2026. Python Software Foundation Legal Statements Privacy Notice Powered by PSF Community Infrastructure --> | 2026-01-13T08:49:00 |
https://www.python.org/events/python-events/2120/ | Python Sul 2025 | Python.org Notice: While JavaScript is not essential for this website, your interaction with the content will be limited. Please turn JavaScript on for the full experience. Skip to content ▼ Close Python PSF Docs PyPI Jobs Community ▲ The Python Network Donate ≡ Menu Search This Site GO A A Smaller Larger Reset Socialize LinkedIn Mastodon Chat on IRC Twitter About Applications Quotes Getting Started Help Python Brochure Downloads All releases Source code Windows macOS Android Other Platforms License Alternative Implementations Documentation Docs Audio/Visual Talks Beginner's Guide FAQ Non-English Docs PEP Index Python Books Python Essays Community Diversity Mailing Lists IRC Forums PSF Annual Impact Report Python Conferences Special Interest Groups Python Logo Python Wiki Code of Conduct Community Awards Get Involved Shared Stories Success Stories Arts Business Education Engineering Government Scientific Software Development News Python News PSF Newsletter PSF News PyCon US News News from the Community Events Python Events User Group Events Python Events Archive User Group Events Archive Submit an Event Python Sul 2025 Porto Alegre, Brazil From 21 Nov. through 23 Nov. , 2025 Python Sul 2025 Explore events -- Change your date range More events at Porto Alegre, Brazil Python Sul 2025 ▲ Back to Top About Applications Quotes Getting Started Help Python Brochure Downloads All releases Source code Windows macOS Android Other Platforms License Alternative Implementations Documentation Docs Audio/Visual Talks Beginner's Guide FAQ Non-English Docs PEP Index Python Books Python Essays Community Diversity Mailing Lists IRC Forums PSF Annual Impact Report Python Conferences Special Interest Groups Python Logo Python Wiki Code of Conduct Community Awards Get Involved Shared Stories Success Stories Arts Business Education Engineering Government Scientific Software Development News Python News PSF Newsletter PSF News PyCon US News News from the Community Events Python Events User Group Events Python Events Archive User Group Events Archive Submit an Event Contributing Developer's Guide Issue Tracker python-dev list Core Mentorship Report a Security Issue ▲ Back to Top Help & General Contact Diversity Initiatives Submit Website Bug Status Copyright ©2001-2026. Python Software Foundation Legal Statements Privacy Notice Powered by PSF Community Infrastructure --> | 2026-01-13T08:49:00 |
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Skip to content ▼ Close Python PSF Docs PyPI Jobs Community ▲ The Python Network Donate ≡ Menu Search This Site GO A A Smaller Larger Reset Socialize LinkedIn Mastodon Chat on IRC Twitter Jobs Types Back end Big Data Cloud Database Evangelism Finance Front end Integration Lead Machine Learning Management Numeric processing Operations Systems Testing Web Categories Developer / Engineer Locations Telecommute Amsterdam – Netherlands Bengaluru, Karnataka – India Berkeley, CA – United States Bethesda, Maryland – United States Boston, MA – United States of America Cambridge, Massachusetts – United States Canton, Ohio – USA Chicago Or Remote, Illinois – USA Dover, North Carolina – USA London, --- – United Kingdom Mountain View, California – United States New York, Austin, Chicago, Seattle, Boulder, London, Dublin, Singapore – United States, England, Ireland, Singapore New York – United States New York, NY – United States Pontiac – USA Remote – Canada Remote or in-person (Palo Alto, CA); in-office requires 5 days/week., California – USA Remote – Remote Remote – United Kingdom Remote – USA Remote – United States São Paulo, São Paulo – Brazil Saratoga, California – United States Toronto, Ontario – Canada Warsaw (fully remote) – Poland Waterloo, toronto, qebec, bogota, medellin, montevideo, buenos aires – Canada, or Latam Countries Westport, CT – USA Submit Get exploring! 30 jobs on the Python Job Board Have a job to post? Please fill out this form , or returning Job Board users may log in here to update job postings and create new ones. --> New Senior Django Developer SKYCATCHFIRE Canton, Ohio, USA Back end , Big Data , Cloud , Database , Integration , Management , Operations , Systems , Testing , Web Posted: 10 January 2026 Developer / Engineer New Senior Data Privacy Software Developer OpenDP / Harvard University Cambridge, Massachusetts, United States Machine Learning , Numeric processing Posted: 09 January 2026 Developer / Engineer New Senior Backend Python Developer Kanmalai Technologies Bengaluru, Karnataka, India Back end Posted: 08 January 2026 Developer / Engineer New Senior Back-End Python Engineer - FULLY REMOTE-WORLDWIDE ActivePrime, Inc. Mountain View, California, United States Back end Posted: 23 December 2025 Developer / Engineer New DevOps Engineer-FULLY REMOTE ActivePrime, Inc. Mountain View, California, United States DevOps Posted: 23 December 2025 Developer / Engineer New Lead Python Backend Engineer Reef Technologies Warsaw (fully remote), Poland Lead Posted: 23 December 2025 Developer / Engineer New Senior Python Developer Cial Dun & Bradstreet São Paulo, São Paulo, Brazil Back end Posted: 22 December 2025 Developer / Engineer New Developer, Senior Illumen Group Inc. Bethesda, Maryland, United States Back end , Big Data , Cloud , Database , Front end , Integration Posted: 19 December 2025 Developer / Engineer New Senior Python Backend Engineer Reef Technologies Warsaw (fully remote), Poland Back end Posted: 19 December 2025 Developer / Engineer Founding Full-Stack Senior Engineer (UK ONLY) - Fully Remote MyDataValue London, ---, United Kingdom Back end , Database , Front end , Web Posted: 11 December 2025 Developer / Engineer AI Engineer Adaptify Remote, Remote, United Kingdom Back end , Front end , Machine Learning , Testing , Artificial Intelligence, Prompt Engineering Posted: 10 December 2025 Developer / Engineer Senior Python/DevOps Enginner ActivePrime Waterloo, toronto, qebec, bogota, medellin, montevideo, buenos aires, Canada, or Latam Countries Back end , Cloud Posted: 09 December 2025 Developer / Engineer Director, Ratings AI Fitch Ratings Toronto, Ontario, Canada Back end , Cloud , Finance , Front end , Machine Learning , Prototyping Posted: 05 December 2025 Developer / Engineer Python / Django Developer Client of Foxley Talent Remote, United States Back end Posted: 01 December 2025 Developer / Engineer Staff Software Engineer Bluebird Kids Health Boston, MA, United States of America Back end , Web Posted: 24 November 2025 Developer / Engineer Experienced Software Engineer — Systems Hudson River Trading New York, Austin, Chicago, Seattle, Boulder, London, Dublin, Singapore, United States, England, Ireland, Singapore Systems Posted: 14 November 2025 Developer / Engineer Privacy Engineer, Data Privacy Lab Center for Effective Global Action Berkeley, CA, United States Back end , Big Data , Machine Learning , Operations , Systems Posted: 11 November 2025 Developer / Engineer Senior Ground Software Engineer E-Space Saratoga, California, United States Back end , Cloud , Database Posted: 06 November 2025 Developer / Engineer Backend Engineering Specialist (Full Time) Mercor Remote or in-person (Palo Alto, CA); in-office requires 5 days/week., California, USA Back end , Database Posted: 05 November 2025 Developer / Engineer Senior Back-End Developer Showcare Remote, Canada Back end , Cloud , Database , Lead , Operations , Web Posted: 03 November 2025 Developer / Engineer Senior Software Engineer Known New York, NY, United States Posted: 02 November 2025 Developer / Engineer Lead Python Developer United Wholesale Mortgage Pontiac, USA Back end , Cloud , Lead , Machine Learning Posted: 28 October 2025 Developer / Engineer AI Automation & Integration Engineer Hoodie Analytics Chicago Or Remote, Illinois, USA Back end , Big Data , Database , Machine Learning , Web Posted: 27 October 2025 Developer / Engineer Python developer (3-5 years experience) needed on strong team Naia Corporation Dover, North Carolina, USA Back end , Database Posted: 27 October 2025 Developer / Engineer Tech Leader Domainsbot Inc. Remote, Remote, Remote Back end , Lead Posted: 22 October 2025 Developer / Engineer Prev 1 2 Next Submit a Job Have a job that our community would be interested in? Please check our job submission how-to for details on how to file a job posting. After you have reviewed our how-to document , please login and use this form to create a new job posting If you have submitted jobs previously under your login, you can view them by logging in now . In case of questions, please contact the PSF Python Job Board team . Thank you. 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https://www.highlight.io/docs/general/product-features/session-replay/player-session-caching | Player Session Caching Star us on GitHub Star Docs Sign in Sign up General Docs Welcome to highlight.io Get Started Roadmap Company Values Compliance & Security Open Source Contributing Overview GraphQL Backend Frontend (app.highlight.io) Landing Site (highlight.io) Documentation End to End SDK Example Apps Adding an SDK Application Architecture GitHub Code Spaces Code Style Good First Issues Self-hosting Self-hosted [Dev] Self-hosted [Hobby] Self-hosted [Enterprise] Telemetry Our Competitors Product Philosophy Product Features Session Replay Overview Canvas & Iframe Dev-tool Window Recording Tracking Users & Recording Events Filtering Sessions GraphQL Live Mode Performance Impact Player Session Caching Rage Clicks Request Proxying Session Search Extracting the Session URL Session Search Deep Linking Shadow Dom + Web Components Error Monitoring Overview Enhancing Errors with GitHub Error Search Filtering Errors Grouping Errors Managing Errors Manually Reporting Errors Sourcemaps General Features Overview Alerts Comments Digests Environments Search Segments Services Webhooks Logging Overview Log Alerts Log Search Tracing Overview Trace Search Dashboards Overview Dashboard Management Metrics Tutorials Service Latency Web Vitals & Page Speed User Engagement User Analytics Graphing Drilldown Event Search Dashboard Variables SQL Editor Metrics (beta) Overview Frequently Asked Questions. Integrations Integrations Overview Amplitude Integration ClickUp Integration Discord Integration Electron Support Front Integration GitHub Integration Grafana Integration Overview Setup Dashboards Alerts Height Integration Intercom Integration Jira Integration LaunchDarkly Integration Linear Integration Mixpanel Integration Nuxt Integration Pendo Integration Segment Integration Slack Integration Vercel Integration WordPress Plugin Highlight.io Changelog Overview Changelog 12 (02/17) Changelog 13 (02/24) Changelog 14 (03/03) Changelog 15 (03/11) Changelog 16 (03/19) Changelog 17 (04/07) Changelog 18 (04/26) Changelog 19 (05/22) Changelog 20 (06/06) Changelog 21 (06/21) Changelog 22 (08/07) Changelog 23 (08/22) Changelog 24 (09/11) Changelog 25 (10/03) Changelog 26 (11/08) Changelog 27 (12/22) Changelog 28 (3/6) Changelog 29 (4/2) Menu Highlight Docs Welcome to highlight.io Get Started Roadmap Company Values Compliance & Security Open Source Contributing Overview GraphQL Backend Frontend (app.highlight.io) Landing Site (highlight.io) Documentation End to End SDK Example Apps Adding an SDK Application Architecture GitHub Code Spaces Code Style Good First Issues Self-hosting Self-hosted [Dev] Self-hosted [Hobby] Self-hosted [Enterprise] Telemetry Our Competitors Product Philosophy Product Features Session Replay Overview Canvas & Iframe Dev-tool Window Recording Tracking Users & Recording Events Filtering Sessions GraphQL Live Mode Performance Impact Player Session Caching Rage Clicks Request Proxying Session Search Extracting the Session URL Session Search Deep Linking Shadow Dom + Web Components Error Monitoring Overview Enhancing Errors with GitHub Error Search Filtering Errors Grouping Errors Managing Errors Manually Reporting Errors Sourcemaps General Features Overview Alerts Comments Digests Environments Search Segments Services Webhooks Logging Overview Log Alerts Log Search Tracing Overview Trace Search Dashboards Overview Dashboard Management Metrics Tutorials Service Latency Web Vitals & Page Speed User Engagement User Analytics Graphing Drilldown Event Search Dashboard Variables SQL Editor Metrics (beta) Overview Frequently Asked Questions. Integrations Integrations Overview Amplitude Integration ClickUp Integration Discord Integration Electron Support Front Integration GitHub Integration Grafana Integration Overview Setup Dashboards Alerts Height Integration Intercom Integration Jira Integration LaunchDarkly Integration Linear Integration Mixpanel Integration Nuxt Integration Pendo Integration Segment Integration Slack Integration Vercel Integration WordPress Plugin Highlight.io Changelog Overview Changelog 12 (02/17) Changelog 13 (02/24) Changelog 14 (03/03) Changelog 15 (03/11) Changelog 16 (03/19) Changelog 17 (04/07) Changelog 18 (04/26) Changelog 19 (05/22) Changelog 20 (06/06) Changelog 21 (06/21) Changelog 22 (08/07) Changelog 23 (08/22) Changelog 24 (09/11) Changelog 25 (10/03) Changelog 26 (11/08) Changelog 27 (12/22) Changelog 28 (3/6) Changelog 29 (4/2) Getting Started Getting Started with Highlight Fullstack Mapping Browser React.js Next.js Remix Vue.js Angular Gatsby.js SvelteKit Electron highlight.run SDK Overview Canvas & WebGL Console Messages Content-Security-Policy Identifying Users iframe Recording Monkey Patches Browser OpenTelemetry Persistent Asset Storage Privacy Proxying Highlight React.js Error Boundary Recording Network Requests and Responses Recording WebSocket Events Salesforce Lightning Web Components (LWC) Data Export Sourcemap Configuration Tracking Events Troubleshooting Upgrading Highlight Versioning Sessions & Errors Other React Native (beta) Server Go Overview chi Echo Fiber Gin GORM gqlgen Logrus Manual Tracing gorilla mux JS Overview Apollo AWS Lambda Cloudflare Workers Express.js Firebase Hono Nest.js Next.js Node.js Pino tRPC Winston Python Overview AWS Lambda Azure Functions Django FastAPI Flask Google Cloud Functions Loguru Other Frameworks Python AI / LLM Libraries Python Libraries Ruby Overview Other Frameworks Ruby on Rails Rust Overview actix-web No Framework Hosting Providers Overview Metrics in AWS Logging in AWS Logging in Azure Fly.io NATS Log Shipper Logging in GCP Heroku Log Drain Render Log Stream Logging in Trigger.dev Vercel Log Drain Elixir Overview Elixir App Java: All Frameworks PHP: All Frameworks C# .NET ASP C# .NET 4 ASP Docker / Docker Compose File Fluent Forward curl OpenTelemetry Protocol (OTLP) Syslog RFC5424 Systemd / Journald Native OpenTelemetry Overview Error Monitoring Logging Tracing Browser Instrumentation Metrics Fullstack Frameworks Overview Next.js Fullstack Overview Next.js Page Router Guide Next.js App Router Guide Edge Runtime Advanced Config Remix Walkthrough Self Host & Local Dev Overview Development deployment guide. Integrations Microsoft Teams self-hosted Hobby deployment guide. Traefik SSL Proxying. Docs Home SDK Client SDK API Reference Cloudflare Worker SDK API Reference Go SDK API Reference Hono SDK API Reference Java SDK API Reference Next.JS SDK API Reference Node.JS SDK API Reference Python SDK API Reference Ruby SDK API Reference Rust SDK API Reference Docs / Highlight Docs / Product Features / Session Replay / Player Session Caching Player Session Caching In most cases, the session replayer's local cache allows for a smoother experience when playing back sessions. However, for customers that run a very memory-intensive stack (using canvas recording, or even with lots of changes happening in the dom), the local session player can occosianally slow down the browser tab. We've added a new option to turn off session caching in the highlight dashboard. You can find this option under Settings > Account Settings > Player Settings. 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Skip to content ▼ Close Python PSF Docs PyPI Jobs Community ▲ The Python Network Donate ≡ Menu Search This Site GO A A Smaller Larger Reset Socialize LinkedIn Mastodon Chat on IRC Twitter About Applications Quotes Getting Started Help Python Brochure Downloads All releases Source code Windows macOS Android Other Platforms License Alternative Implementations Documentation Docs Audio/Visual Talks Beginner's Guide FAQ Non-English Docs PEP Index Python Books Python Essays Community Diversity Mailing Lists IRC Forums PSF Annual Impact Report Python Conferences Special Interest Groups Python Logo Python Wiki Code of Conduct Community Awards Get Involved Shared Stories Success Stories Arts Business Education Engineering Government Scientific Software Development News Python News PSF Newsletter PSF News PyCon US News News from the Community Events Python Events User Group Events Python Events Archive User Group Events Archive Submit an Event Python allows us to produce maintainable features in record times, with a minimum of developers. Cuong Do, Software Architect YouTube.com Newest success stories Python on Arm: 2025 Update Want to know how Python is performing on Arm across Linux, Windows, and the cloud? Our 2025 update highlights the latest JIT improvements, ecosystem milestones like GitHub runners and PyTorch on Windows, and the continued collaboration driving it all forward. Read more Using Python to build a solution for instant tokenized real estate redemptions Python programmability on Algorand makes the entire development lifecycle easier and means more affordable and efficient maintenance and upgrades going forward. Read more Zama Concrete ML: Simplifying Homomorphic Encryption for Python Machine Learning To simplify the adoption of FHE, which involves a complex and resource-intensive technological stack, Zama developed tools that streamline the integration of FHE into applications. Since Python is the de facto standard for building machine learning (ML) applications, it was an obvious choice to create an open-source FHE library in Python. Read more Building Robust Codebases with Python's Type Annotations Maintaining our ever-evolving Python codebase poses an intricate challenge: how do we make updates to reflect the changing rules and regulations of 200+ global markets without compromising access to the systems that our engineers and traders use on a daily basis? While an inner layer of shared business logic enables coherency in our codebase performance, it also means small regulatory changes can impact many systems. In this article, Python Engineer John Lekberg details how we use Python type annotations to minimize the time and risk involved in manual verification. 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https://www.python.org/jobs/type/finance/ | Python Job Board | Python.org Notice: While JavaScript is not essential for this website, your interaction with the content will be limited. Please turn JavaScript on for the full experience. Skip to content ▼ Close Python PSF Docs PyPI Jobs Community ▲ The Python Network Donate ≡ Menu Search This Site GO A A Smaller Larger Reset Socialize LinkedIn Mastodon Chat on IRC Twitter Jobs Types Back end Big Data Cloud Database Evangelism Finance Front end Integration Lead Machine Learning Management Numeric processing Operations Systems Testing Web Categories Developer / Engineer Locations Telecommute Amsterdam – Netherlands Bengaluru, Karnataka – India Berkeley, CA – United States Bethesda, Maryland – United States Boston, MA – United States of America Cambridge, Massachusetts – United States Canton, Ohio – USA Chicago Or Remote, Illinois – USA Dover, North Carolina – USA London, --- – United Kingdom Mountain View, California – United States New York, Austin, Chicago, Seattle, Boulder, London, Dublin, Singapore – United States, England, Ireland, Singapore New York – United States New York, NY – United States Pontiac – USA Remote – Canada Remote or in-person (Palo Alto, CA); in-office requires 5 days/week., California – USA Remote – Remote Remote – United Kingdom Remote – USA Remote – United States São Paulo, São Paulo – Brazil Saratoga, California – United States Toronto, Ontario – Canada Warsaw (fully remote) – Poland Waterloo, toronto, qebec, bogota, medellin, montevideo, buenos aires – Canada, or Latam Countries Westport, CT – USA Submit Finance 1 Python job in Finance Have a job to post? Please fill out this form , or returning Job Board users may log in here to update job postings and create new ones. --> Director, Ratings AI Fitch Ratings Toronto, Ontario, Canada Back end , Cloud , Finance , Front end , Machine Learning , Prototyping Posted: 05 December 2025 Developer / Engineer Submit a Job Have a job that our community would be interested in? Please check our job submission how-to for details on how to file a job posting. After you have reviewed our how-to document , please login and use this form to create a new job posting If you have submitted jobs previously under your login, you can view them by logging in now . In case of questions, please contact the PSF Python Job Board team . Thank you. Stay up-to-date Subscribe via RSS Follow The PSF via Twitter Job Board Sponsors ▲ Back to Top About Applications Quotes Getting Started Help Python Brochure Downloads All releases Source code Windows macOS Android Other Platforms License Alternative Implementations Documentation Docs Audio/Visual Talks Beginner's Guide FAQ Non-English Docs PEP Index Python Books Python Essays Community Diversity Mailing Lists IRC Forums PSF Annual Impact Report Python Conferences Special Interest Groups Python Logo Python Wiki Code of Conduct Community Awards Get Involved Shared Stories Success Stories Arts Business Education Engineering Government Scientific Software Development News Python News PSF Newsletter PSF News PyCon US News News from the Community Events Python Events User Group Events Python Events Archive User Group Events Archive Submit an Event Contributing Developer's Guide Issue Tracker python-dev list Core Mentorship Report a Security Issue ▲ Back to Top Help & General Contact Diversity Initiatives Submit Website Bug Status Copyright ©2001-2026. Python Software Foundation Legal Statements Privacy Notice Powered by PSF Community Infrastructure --> | 2026-01-13T08:49:00 |
https://www.python.org/jobs/location/remote-canada/ | Python Job Board | Python.org Notice: While JavaScript is not essential for this website, your interaction with the content will be limited. Please turn JavaScript on for the full experience. Skip to content ▼ Close Python PSF Docs PyPI Jobs Community ▲ The Python Network Donate ≡ Menu Search This Site GO A A Smaller Larger Reset Socialize LinkedIn Mastodon Chat on IRC Twitter Jobs Types Back end Big Data Cloud Database Evangelism Finance Front end Integration Lead Machine Learning Management Numeric processing Operations Systems Testing Web Categories Developer / Engineer Locations Telecommute Amsterdam – Netherlands Bengaluru, Karnataka – India Berkeley, CA – United States Bethesda, Maryland – United States Boston, MA – United States of America Cambridge, Massachusetts – United States Canton, Ohio – USA Chicago Or Remote, Illinois – USA Dover, North Carolina – USA London, --- – United Kingdom Mountain View, California – United States New York, Austin, Chicago, Seattle, Boulder, London, Dublin, Singapore – United States, England, Ireland, Singapore New York – United States New York, NY – United States Pontiac – USA Remote – Canada Remote or in-person (Palo Alto, CA); in-office requires 5 days/week., California – USA Remote – Remote Remote – United Kingdom Remote – USA Remote – United States São Paulo, São Paulo – Brazil Saratoga, California – United States Toronto, Ontario – Canada Warsaw (fully remote) – Poland Waterloo, toronto, qebec, bogota, medellin, montevideo, buenos aires – Canada, or Latam Countries Westport, CT – USA Submit Remote – Canada 1 Python job in Remote – Canada Have a job to post? Please fill out this form , or returning Job Board users may log in here to update job postings and create new ones. --> Senior Back-End Developer Showcare Remote, Canada Back end , Cloud , Database , Lead , Operations , Web Posted: 03 November 2025 Developer / Engineer Submit a Job Have a job that our community would be interested in? Please check our job submission how-to for details on how to file a job posting. After you have reviewed our how-to document , please login and use this form to create a new job posting If you have submitted jobs previously under your login, you can view them by logging in now . In case of questions, please contact the PSF Python Job Board team . Thank you. Stay up-to-date Subscribe via RSS Follow The PSF via Twitter Job Board Sponsors ▲ Back to Top About Applications Quotes Getting Started Help Python Brochure Downloads All releases Source code Windows macOS Android Other Platforms License Alternative Implementations Documentation Docs Audio/Visual Talks Beginner's Guide FAQ Non-English Docs PEP Index Python Books Python Essays Community Diversity Mailing Lists IRC Forums PSF Annual Impact Report Python Conferences Special Interest Groups Python Logo Python Wiki Code of Conduct Community Awards Get Involved Shared Stories Success Stories Arts Business Education Engineering Government Scientific Software Development News Python News PSF Newsletter PSF News PyCon US News News from the Community Events Python Events User Group Events Python Events Archive User Group Events Archive Submit an Event Contributing Developer's Guide Issue Tracker python-dev list Core Mentorship Report a Security Issue ▲ Back to Top Help & General Contact Diversity Initiatives Submit Website Bug Status Copyright ©2001-2026. Python Software Foundation Legal Statements Privacy Notice Powered by PSF Community Infrastructure --> | 2026-01-13T08:49:00 |
https://www.python.org/shell/#site-map | Welcome to Python.org Notice: While JavaScript is not essential for this website, your interaction with the content will be limited. Please turn JavaScript on for the full experience. Skip to content ▼ Close Python PSF Docs PyPI Jobs Community ▲ The Python Network Donate ≡ Menu Search This Site GO A A Smaller Larger Reset Socialize LinkedIn Mastodon Chat on IRC Twitter About Applications Quotes Getting Started Help Python Brochure Downloads All releases Source code Windows macOS Android Other Platforms License Alternative Implementations Documentation Docs Audio/Visual Talks Beginner's Guide FAQ Non-English Docs PEP Index Python Books Python Essays Community Diversity Mailing Lists IRC Forums PSF Annual Impact Report Python Conferences Special Interest Groups Python Logo Python Wiki Code of Conduct Community Awards Get Involved Shared Stories Success Stories Arts Business Education Engineering Government Scientific Software Development News Python News PSF Newsletter PSF News PyCon US News News from the Community Events Python Events User Group Events Python Events Archive User Group Events Archive Submit an Event Python is a programming language that lets you work quickly and integrate systems more effectively. Learn More Get Started Whether you're new to programming or an experienced developer, it's easy to learn and use Python. Start with our Beginner’s Guide Download Python source code and installers are available for download for all versions! Latest: Python 3.14.2 Docs Documentation for Python's standard library, along with tutorials and guides, are available online. docs.python.org Jobs Looking for work or have a Python related position that you're trying to hire for? Our relaunched community-run job board is the place to go. jobs.python.org Latest News More 2026- 01-08 PSF News: $500K+ Raised for Python for Everyone, PyCon US, & More! 2025- 12-16 Python 3.15.0 alpha 3 2025- 12-15 PSF News Special Edition: Python is For Everyone & PyCon US 2026 2025- 12-05 Python 3.14.2 and 3.13.11 are now available! 2025- 12-02 Python 3.13.10 is now available, too, you know! Upcoming Events More 2026- 01-14 Python Meeting Düsseldorf 2026- 01-22 Python Leiden User Group 2026- 01-27 PyLadies Amsterdam: Robotics beginner class with MicroPython 2026- 01-31 Python Devroom @ FOSDEM 2026 2026- 02-20 PyCon Namibia 2026 Success Stories More Want to know how Python is performing on Arm across Linux, Windows, and the cloud? Our 2025 update highlights the latest JIT improvements, ecosystem milestones like GitHub runners and PyTorch on Windows, and the continued collaboration driving it all forward. Python on Arm: 2025 Update by Diego Russo Use Python for… More Web Development : Django , Pyramid , Bottle , Tornado , Flask , Litestar , web2py GUI Development : tkInter , PyGObject , PyQt , PySide , Kivy , wxPython , DearPyGui Scientific and Numeric : SciPy , Pandas , IPython Software Development : Buildbot , Trac , Roundup System Administration : Ansible , Salt , OpenStack , xonsh >>> Python Software Foundation The mission of the Python Software Foundation is to promote, protect, and advance the Python programming language, and to support and facilitate the growth of a diverse and international community of Python programmers. Learn more Become a Member Donate to the PSF ▲ Back to Top About Applications Quotes Getting Started Help Python Brochure Downloads All releases Source code Windows macOS Android Other Platforms License Alternative Implementations Documentation Docs Audio/Visual Talks Beginner's Guide FAQ Non-English Docs PEP Index Python Books Python Essays Community Diversity Mailing Lists IRC Forums PSF Annual Impact Report Python Conferences Special Interest Groups Python Logo Python Wiki Code of Conduct Community Awards Get Involved Shared Stories Success Stories Arts Business Education Engineering Government Scientific Software Development News Python News PSF Newsletter PSF News PyCon US News News from the Community Events Python Events User Group Events Python Events Archive User Group Events Archive Submit an Event Contributing Developer's Guide Issue Tracker python-dev list Core Mentorship Report a Security Issue ▲ Back to Top Help & General Contact Diversity Initiatives Submit Website Bug Status Copyright ©2001-2026. Python Software Foundation Legal Statements Privacy Notice Powered by PSF Community Infrastructure --> | 2026-01-13T08:49:00 |
https://www.python.org/jobs/location/canton-ohio-usa/ | Python Job Board | Python.org Notice: While JavaScript is not essential for this website, your interaction with the content will be limited. Please turn JavaScript on for the full experience. Skip to content ▼ Close Python PSF Docs PyPI Jobs Community ▲ The Python Network Donate ≡ Menu Search This Site GO A A Smaller Larger Reset Socialize LinkedIn Mastodon Chat on IRC Twitter Jobs Types Back end Big Data Cloud Database Evangelism Finance Front end Integration Lead Machine Learning Management Numeric processing Operations Systems Testing Web Categories Developer / Engineer Locations Telecommute Amsterdam – Netherlands Bengaluru, Karnataka – India Berkeley, CA – United States Bethesda, Maryland – United States Boston, MA – United States of America Cambridge, Massachusetts – United States Canton, Ohio – USA Chicago Or Remote, Illinois – USA Dover, North Carolina – USA London, --- – United Kingdom Mountain View, California – United States New York, Austin, Chicago, Seattle, Boulder, London, Dublin, Singapore – United States, England, Ireland, Singapore New York – United States New York, NY – United States Pontiac – USA Remote – Canada Remote or in-person (Palo Alto, CA); in-office requires 5 days/week., California – USA Remote – Remote Remote – United Kingdom Remote – USA Remote – United States São Paulo, São Paulo – Brazil Saratoga, California – United States Toronto, Ontario – Canada Warsaw (fully remote) – Poland Waterloo, toronto, qebec, bogota, medellin, montevideo, buenos aires – Canada, or Latam Countries Westport, CT – USA Submit Canton, Ohio – USA 1 Python job in Canton, Ohio – USA Have a job to post? Please fill out this form , or returning Job Board users may log in here to update job postings and create new ones. --> New Senior Django Developer SKYCATCHFIRE Canton, Ohio, USA Back end , Big Data , Cloud , Database , Integration , Management , Operations , Systems , Testing , Web Posted: 10 January 2026 Developer / Engineer Submit a Job Have a job that our community would be interested in? Please check our job submission how-to for details on how to file a job posting. After you have reviewed our how-to document , please login and use this form to create a new job posting If you have submitted jobs previously under your login, you can view them by logging in now . In case of questions, please contact the PSF Python Job Board team . Thank you. Stay up-to-date Subscribe via RSS Follow The PSF via Twitter Job Board Sponsors ▲ Back to Top About Applications Quotes Getting Started Help Python Brochure Downloads All releases Source code Windows macOS Android Other Platforms License Alternative Implementations Documentation Docs Audio/Visual Talks Beginner's Guide FAQ Non-English Docs PEP Index Python Books Python Essays Community Diversity Mailing Lists IRC Forums PSF Annual Impact Report Python Conferences Special Interest Groups Python Logo Python Wiki Code of Conduct Community Awards Get Involved Shared Stories Success Stories Arts Business Education Engineering Government Scientific Software Development News Python News PSF Newsletter PSF News PyCon US News News from the Community Events Python Events User Group Events Python Events Archive User Group Events Archive Submit an Event Contributing Developer's Guide Issue Tracker python-dev list Core Mentorship Report a Security Issue ▲ Back to Top Help & General Contact Diversity Initiatives Submit Website Bug Status Copyright ©2001-2026. Python Software Foundation Legal Statements Privacy Notice Powered by PSF Community Infrastructure --> | 2026-01-13T08:49:00 |
https://www.python.org/jobs/type/testing/ | Python Job Board | Python.org Notice: While JavaScript is not essential for this website, your interaction with the content will be limited. Please turn JavaScript on for the full experience. Skip to content ▼ Close Python PSF Docs PyPI Jobs Community ▲ The Python Network Donate ≡ Menu Search This Site GO A A Smaller Larger Reset Socialize LinkedIn Mastodon Chat on IRC Twitter Jobs Types Back end Big Data Cloud Database Evangelism Finance Front end Integration Lead Machine Learning Management Numeric processing Operations Systems Testing Web Categories Developer / Engineer Locations Telecommute Amsterdam – Netherlands Bengaluru, Karnataka – India Berkeley, CA – United States Bethesda, Maryland – United States Boston, MA – United States of America Cambridge, Massachusetts – United States Canton, Ohio – USA Chicago Or Remote, Illinois – USA Dover, North Carolina – USA London, --- – United Kingdom Mountain View, California – United States New York, Austin, Chicago, Seattle, Boulder, London, Dublin, Singapore – United States, England, Ireland, Singapore New York – United States New York, NY – United States Pontiac – USA Remote – Canada Remote or in-person (Palo Alto, CA); in-office requires 5 days/week., California – USA Remote – Remote Remote – United Kingdom Remote – USA Remote – United States São Paulo, São Paulo – Brazil Saratoga, California – United States Toronto, Ontario – Canada Warsaw (fully remote) – Poland Waterloo, toronto, qebec, bogota, medellin, montevideo, buenos aires – Canada, or Latam Countries Westport, CT – USA Submit Testing 3 Python jobs in Testing Have a job to post? Please fill out this form , or returning Job Board users may log in here to update job postings and create new ones. --> New Senior Django Developer SKYCATCHFIRE Canton, Ohio, USA Back end , Big Data , Cloud , Database , Integration , Management , Operations , Systems , Testing , Web Posted: 10 January 2026 Developer / Engineer AI Engineer Adaptify Remote, Remote, United Kingdom Back end , Front end , Machine Learning , Testing , Artificial Intelligence, Prompt Engineering Posted: 10 December 2025 Developer / Engineer Python Software Engineer HypothesisBase Remote, Remote, USA Back end , Evangelism , Front end , Operations , Systems , Testing , Web Posted: 21 October 2025 Developer / Engineer Submit a Job Have a job that our community would be interested in? Please check our job submission how-to for details on how to file a job posting. After you have reviewed our how-to document , please login and use this form to create a new job posting If you have submitted jobs previously under your login, you can view them by logging in now . In case of questions, please contact the PSF Python Job Board team . Thank you. Stay up-to-date Subscribe via RSS Follow The PSF via Twitter Job Board Sponsors ▲ Back to Top About Applications Quotes Getting Started Help Python Brochure Downloads All releases Source code Windows macOS Android Other Platforms License Alternative Implementations Documentation Docs Audio/Visual Talks Beginner's Guide FAQ Non-English Docs PEP Index Python Books Python Essays Community Diversity Mailing Lists IRC Forums PSF Annual Impact Report Python Conferences Special Interest Groups Python Logo Python Wiki Code of Conduct Community Awards Get Involved Shared Stories Success Stories Arts Business Education Engineering Government Scientific Software Development News Python News PSF Newsletter PSF News PyCon US News News from the Community Events Python Events User Group Events Python Events Archive User Group Events Archive Submit an Event Contributing Developer's Guide Issue Tracker python-dev list Core Mentorship Report a Security Issue ▲ Back to Top Help & General Contact Diversity Initiatives Submit Website Bug Status Copyright ©2001-2026. Python Software Foundation Legal Statements Privacy Notice Powered by PSF Community Infrastructure --> | 2026-01-13T08:49:00 |
https://www.python.org/jobs/location/waterloo-toronto-qebec-bogota-medellin-montevideo-buenos-aires-canada-or-latam-countries/ | Python Job Board | Python.org Notice: While JavaScript is not essential for this website, your interaction with the content will be limited. Please turn JavaScript on for the full experience. Skip to content ▼ Close Python PSF Docs PyPI Jobs Community ▲ The Python Network Donate ≡ Menu Search This Site GO A A Smaller Larger Reset Socialize LinkedIn Mastodon Chat on IRC Twitter Jobs Types Back end Big Data Cloud Database Evangelism Finance Front end Integration Lead Machine Learning Management Numeric processing Operations Systems Testing Web Categories Developer / Engineer Locations Telecommute Amsterdam – Netherlands Bengaluru, Karnataka – India Berkeley, CA – United States Bethesda, Maryland – United States Boston, MA – United States of America Cambridge, Massachusetts – United States Canton, Ohio – USA Chicago Or Remote, Illinois – USA Dover, North Carolina – USA London, --- – United Kingdom Mountain View, California – United States New York, Austin, Chicago, Seattle, Boulder, London, Dublin, Singapore – United States, England, Ireland, Singapore New York – United States New York, NY – United States Pontiac – USA Remote – Canada Remote or in-person (Palo Alto, CA); in-office requires 5 days/week., California – USA Remote – Remote Remote – United Kingdom Remote – USA Remote – United States São Paulo, São Paulo – Brazil Saratoga, California – United States Toronto, Ontario – Canada Warsaw (fully remote) – Poland Waterloo, toronto, qebec, bogota, medellin, montevideo, buenos aires – Canada, or Latam Countries Westport, CT – USA Submit Waterloo, toronto, qebec, bogota, medellin, montevideo, buenos aires – Canada, or Latam Countries 1 Python job in Waterloo, toronto, qebec, bogota, medellin, montevideo, buenos aires – Canada, or Latam Countries Have a job to post? Please fill out this form , or returning Job Board users may log in here to update job postings and create new ones. --> Senior Python/DevOps Enginner ActivePrime Waterloo, toronto, qebec, bogota, medellin, montevideo, buenos aires, Canada, or Latam Countries Back end , Cloud Posted: 09 December 2025 Developer / Engineer Submit a Job Have a job that our community would be interested in? Please check our job submission how-to for details on how to file a job posting. After you have reviewed our how-to document , please login and use this form to create a new job posting If you have submitted jobs previously under your login, you can view them by logging in now . In case of questions, please contact the PSF Python Job Board team . Thank you. Stay up-to-date Subscribe via RSS Follow The PSF via Twitter Job Board Sponsors ▲ Back to Top About Applications Quotes Getting Started Help Python Brochure Downloads All releases Source code Windows macOS Android Other Platforms License Alternative Implementations Documentation Docs Audio/Visual Talks Beginner's Guide FAQ Non-English Docs PEP Index Python Books Python Essays Community Diversity Mailing Lists IRC Forums PSF Annual Impact Report Python Conferences Special Interest Groups Python Logo Python Wiki Code of Conduct Community Awards Get Involved Shared Stories Success Stories Arts Business Education Engineering Government Scientific Software Development News Python News PSF Newsletter PSF News PyCon US News News from the Community Events Python Events User Group Events Python Events Archive User Group Events Archive Submit an Event Contributing Developer's Guide Issue Tracker python-dev list Core Mentorship Report a Security Issue ▲ Back to Top Help & General Contact Diversity Initiatives Submit Website Bug Status Copyright ©2001-2026. Python Software Foundation Legal Statements Privacy Notice Powered by PSF Community Infrastructure --> | 2026-01-13T08:49:00 |
https://www.highlight.io/docs/getting-started/server/js/pino | Pino Star us on GitHub Star Docs Sign in Sign up Getting Started Getting Started with Highlight Fullstack Mapping Browser React.js Next.js Remix Vue.js Angular Gatsby.js SvelteKit Electron highlight.run SDK Overview Canvas & WebGL Console Messages Content-Security-Policy Identifying Users iframe Recording Monkey Patches Browser OpenTelemetry Persistent Asset Storage Privacy Proxying Highlight React.js Error Boundary Recording Network Requests and Responses Recording WebSocket Events Salesforce Lightning Web Components (LWC) Data Export Sourcemap Configuration Tracking Events Troubleshooting Upgrading Highlight Versioning Sessions & Errors Other React Native (beta) Server Go Overview chi Echo Fiber Gin GORM gqlgen Logrus Manual Tracing gorilla mux JS Overview Apollo AWS Lambda Cloudflare Workers Express.js Firebase Hono Nest.js Next.js Node.js Pino tRPC Winston Python Overview AWS Lambda Azure Functions Django FastAPI Flask Google Cloud Functions Loguru Other Frameworks Python AI / LLM Libraries Python Libraries Ruby Overview Other Frameworks Ruby on Rails Rust Overview actix-web No Framework Hosting Providers Overview Metrics in AWS Logging in AWS Logging in Azure Fly.io NATS Log Shipper Logging in GCP Heroku Log Drain Render Log Stream Logging in Trigger.dev Vercel Log Drain Elixir Overview Elixir App Java: All Frameworks PHP: All Frameworks C# .NET ASP C# .NET 4 ASP Docker / Docker Compose File Fluent Forward curl OpenTelemetry Protocol (OTLP) Syslog RFC5424 Systemd / Journald Native OpenTelemetry Overview Error Monitoring Logging Tracing Browser Instrumentation Metrics Fullstack Frameworks Overview Next.js Fullstack Overview Next.js Page Router Guide Next.js App Router Guide Edge Runtime Advanced Config Remix Walkthrough Self Host & Local Dev Overview Development deployment guide. Integrations Microsoft Teams self-hosted Hobby deployment guide. Traefik SSL Proxying. Menu Highlight Docs Welcome to highlight.io Get Started Roadmap Company Values Compliance & Security Open Source Contributing Overview GraphQL Backend Frontend (app.highlight.io) Landing Site (highlight.io) Documentation End to End SDK Example Apps Adding an SDK Application Architecture GitHub Code Spaces Code Style Good First Issues Self-hosting Self-hosted [Dev] Self-hosted [Hobby] Self-hosted [Enterprise] Telemetry Our Competitors Product Philosophy Product Features Session Replay Overview Canvas & Iframe Dev-tool Window Recording Tracking Users & Recording Events Filtering Sessions GraphQL Live Mode Performance Impact Player Session Caching Rage Clicks Request Proxying Session Search Extracting the Session URL Session Search Deep Linking Shadow Dom + Web Components Error Monitoring Overview Enhancing Errors with GitHub Error Search Filtering Errors Grouping Errors Managing Errors Manually Reporting Errors Sourcemaps General Features Overview Alerts Comments Digests Environments Search Segments Services Webhooks Logging Overview Log Alerts Log Search Tracing Overview Trace Search Dashboards Overview Dashboard Management Metrics Tutorials Service Latency Web Vitals & Page Speed User Engagement User Analytics Graphing Drilldown Event Search Dashboard Variables SQL Editor Metrics (beta) Overview Frequently Asked Questions. Integrations Integrations Overview Amplitude Integration ClickUp Integration Discord Integration Electron Support Front Integration GitHub Integration Grafana Integration Overview Setup Dashboards Alerts Height Integration Intercom Integration Jira Integration LaunchDarkly Integration Linear Integration Mixpanel Integration Nuxt Integration Pendo Integration Segment Integration Slack Integration Vercel Integration WordPress Plugin Highlight.io Changelog Overview Changelog 12 (02/17) Changelog 13 (02/24) Changelog 14 (03/03) Changelog 15 (03/11) Changelog 16 (03/19) Changelog 17 (04/07) Changelog 18 (04/26) Changelog 19 (05/22) Changelog 20 (06/06) Changelog 21 (06/21) Changelog 22 (08/07) Changelog 23 (08/22) Changelog 24 (09/11) Changelog 25 (10/03) Changelog 26 (11/08) Changelog 27 (12/22) Changelog 28 (3/6) Changelog 29 (4/2) Getting Started Getting Started with Highlight Fullstack Mapping Browser React.js Next.js Remix Vue.js Angular Gatsby.js SvelteKit Electron highlight.run SDK Overview Canvas & WebGL Console Messages Content-Security-Policy Identifying Users iframe Recording Monkey Patches Browser OpenTelemetry Persistent Asset Storage Privacy Proxying Highlight React.js Error Boundary Recording Network Requests and Responses Recording WebSocket Events Salesforce Lightning Web Components (LWC) Data Export Sourcemap Configuration Tracking Events Troubleshooting Upgrading Highlight Versioning Sessions & Errors Other React Native (beta) Server Go Overview chi Echo Fiber Gin GORM gqlgen Logrus Manual Tracing gorilla mux JS Overview Apollo AWS Lambda Cloudflare Workers Express.js Firebase Hono Nest.js Next.js Node.js Pino tRPC Winston Python Overview AWS Lambda Azure Functions Django FastAPI Flask Google Cloud Functions Loguru Other Frameworks Python AI / LLM Libraries Python Libraries Ruby Overview Other Frameworks Ruby on Rails Rust Overview actix-web No Framework Hosting Providers Overview Metrics in AWS Logging in AWS Logging in Azure Fly.io NATS Log Shipper Logging in GCP Heroku Log Drain Render Log Stream Logging in Trigger.dev Vercel Log Drain Elixir Overview Elixir App Java: All Frameworks PHP: All Frameworks C# .NET ASP C# .NET 4 ASP Docker / Docker Compose File Fluent Forward curl OpenTelemetry Protocol (OTLP) Syslog RFC5424 Systemd / Journald Native OpenTelemetry Overview Error Monitoring Logging Tracing Browser Instrumentation Metrics Fullstack Frameworks Overview Next.js Fullstack Overview Next.js Page Router Guide Next.js App Router Guide Edge Runtime Advanced Config Remix Walkthrough Self Host & Local Dev Overview Development deployment guide. Integrations Microsoft Teams self-hosted Hobby deployment guide. Traefik SSL Proxying. Docs Home SDK Client SDK API Reference Cloudflare Worker SDK API Reference Go SDK API Reference Hono SDK API Reference Java SDK API Reference Next.JS SDK API Reference Node.JS SDK API Reference Python SDK API Reference Ruby SDK API Reference Rust SDK API Reference Docs / Getting Started / Server / JS / Pino Pino.js Quick Start Learn how to set up highlight.io log ingestion for Pino.JS. 1 Configure client-side Highlight. (optional) If you're using Highlight on the frontend for your application, make sure you've initialized it correctly and followed the fullstack mapping guide . 2 Install the relevant Highlight SDK(s). Install @highlight-run/node , @highlight-run/pino with your package manager. npm install --save @highlight-run/node @highlight-run/pino 3 Setup the Pino HTTP transport. The Pino HTTP transport will send JSON logs to highlight.io. Make sure to set the project and service query string parameters. const highlightConfig = { projectID: '<YOUR_PROJECT_ID>', serviceName: 'my-pino-logger', serviceVersion: 'git-sha', } as NodeOptions const pinoConfig = { level: 'debug', transport: { target: '@highlight-run/pino', options: highlightConfig, }, } as LoggerOptions if ( typeof process.env.NEXT_RUNTIME === 'undefined' || process.env.NEXT_RUNTIME === 'nodejs' ) { const { H } = require('@highlight-run/node') H.init(highlightConfig) } import type { LoggerOptions } from 'pino' import pino from 'pino' import type { NodeOptions } from '@highlight-run/node' const logger = pino(pinoConfig) logger.info({ key: 'my-value' }, 'hello, highlight.io!') 4 Verify your backend logs are being recorded. Visit the highlight logs portal and check that backend logs are coming in. Node.js Quick Start tRPC Quick Start [object Object] | 2026-01-13T08:49:00 |
https://www.highlight.io/docs/getting-started/browser/replay-configuration/persistent-assets | Persistent Asset Storage Star us on GitHub Star Docs Sign in Sign up Getting Started Getting Started with Highlight Fullstack Mapping Browser React.js Next.js Remix Vue.js Angular Gatsby.js SvelteKit Electron highlight.run SDK Overview Canvas & WebGL Console Messages Content-Security-Policy Identifying Users iframe Recording Monkey Patches Browser OpenTelemetry Persistent Asset Storage Privacy Proxying Highlight React.js Error Boundary Recording Network Requests and Responses Recording WebSocket Events Salesforce Lightning Web Components (LWC) Data Export Sourcemap Configuration Tracking Events Troubleshooting Upgrading Highlight Versioning Sessions & Errors Other React Native (beta) Server Go Overview chi Echo Fiber Gin GORM gqlgen Logrus Manual Tracing gorilla mux JS Overview Apollo AWS Lambda Cloudflare Workers Express.js Firebase Hono Nest.js Next.js Node.js Pino tRPC Winston Python Overview AWS Lambda Azure Functions Django FastAPI Flask Google Cloud Functions Loguru Other Frameworks Python AI / LLM Libraries Python Libraries Ruby Overview Other Frameworks Ruby on Rails Rust Overview actix-web No Framework Hosting Providers Overview Metrics in AWS Logging in AWS Logging in Azure Fly.io NATS Log Shipper Logging in GCP Heroku Log Drain Render Log Stream Logging in Trigger.dev Vercel Log Drain Elixir Overview Elixir App Java: All Frameworks PHP: All Frameworks C# .NET ASP C# .NET 4 ASP Docker / Docker Compose File Fluent Forward curl OpenTelemetry Protocol (OTLP) Syslog RFC5424 Systemd / Journald Native OpenTelemetry Overview Error Monitoring Logging Tracing Browser Instrumentation Metrics Fullstack Frameworks Overview Next.js Fullstack Overview Next.js Page Router Guide Next.js App Router Guide Edge Runtime Advanced Config Remix Walkthrough Self Host & Local Dev Overview Development deployment guide. Integrations Microsoft Teams self-hosted Hobby deployment guide. Traefik SSL Proxying. Menu Highlight Docs Welcome to highlight.io Get Started Roadmap Company Values Compliance & Security Open Source Contributing Overview GraphQL Backend Frontend (app.highlight.io) Landing Site (highlight.io) Documentation End to End SDK Example Apps Adding an SDK Application Architecture GitHub Code Spaces Code Style Good First Issues Self-hosting Self-hosted [Dev] Self-hosted [Hobby] Self-hosted [Enterprise] Telemetry Our Competitors Product Philosophy Product Features Session Replay Overview Canvas & Iframe Dev-tool Window Recording Tracking Users & Recording Events Filtering Sessions GraphQL Live Mode Performance Impact Player Session Caching Rage Clicks Request Proxying Session Search Extracting the Session URL Session Search Deep Linking Shadow Dom + Web Components Error Monitoring Overview Enhancing Errors with GitHub Error Search Filtering Errors Grouping Errors Managing Errors Manually Reporting Errors Sourcemaps General Features Overview Alerts Comments Digests Environments Search Segments Services Webhooks Logging Overview Log Alerts Log Search Tracing Overview Trace Search Dashboards Overview Dashboard Management Metrics Tutorials Service Latency Web Vitals & Page Speed User Engagement User Analytics Graphing Drilldown Event Search Dashboard Variables SQL Editor Metrics (beta) Overview Frequently Asked Questions. Integrations Integrations Overview Amplitude Integration ClickUp Integration Discord Integration Electron Support Front Integration GitHub Integration Grafana Integration Overview Setup Dashboards Alerts Height Integration Intercom Integration Jira Integration LaunchDarkly Integration Linear Integration Mixpanel Integration Nuxt Integration Pendo Integration Segment Integration Slack Integration Vercel Integration WordPress Plugin Highlight.io Changelog Overview Changelog 12 (02/17) Changelog 13 (02/24) Changelog 14 (03/03) Changelog 15 (03/11) Changelog 16 (03/19) Changelog 17 (04/07) Changelog 18 (04/26) Changelog 19 (05/22) Changelog 20 (06/06) Changelog 21 (06/21) Changelog 22 (08/07) Changelog 23 (08/22) Changelog 24 (09/11) Changelog 25 (10/03) Changelog 26 (11/08) Changelog 27 (12/22) Changelog 28 (3/6) Changelog 29 (4/2) Getting Started Getting Started with Highlight Fullstack Mapping Browser React.js Next.js Remix Vue.js Angular Gatsby.js SvelteKit Electron highlight.run SDK Overview Canvas & WebGL Console Messages Content-Security-Policy Identifying Users iframe Recording Monkey Patches Browser OpenTelemetry Persistent Asset Storage Privacy Proxying Highlight React.js Error Boundary Recording Network Requests and Responses Recording WebSocket Events Salesforce Lightning Web Components (LWC) Data Export Sourcemap Configuration Tracking Events Troubleshooting Upgrading Highlight Versioning Sessions & Errors Other React Native (beta) Server Go Overview chi Echo Fiber Gin GORM gqlgen Logrus Manual Tracing gorilla mux JS Overview Apollo AWS Lambda Cloudflare Workers Express.js Firebase Hono Nest.js Next.js Node.js Pino tRPC Winston Python Overview AWS Lambda Azure Functions Django FastAPI Flask Google Cloud Functions Loguru Other Frameworks Python AI / LLM Libraries Python Libraries Ruby Overview Other Frameworks Ruby on Rails Rust Overview actix-web No Framework Hosting Providers Overview Metrics in AWS Logging in AWS Logging in Azure Fly.io NATS Log Shipper Logging in GCP Heroku Log Drain Render Log Stream Logging in Trigger.dev Vercel Log Drain Elixir Overview Elixir App Java: All Frameworks PHP: All Frameworks C# .NET ASP C# .NET 4 ASP Docker / Docker Compose File Fluent Forward curl OpenTelemetry Protocol (OTLP) Syslog RFC5424 Systemd / Journald Native OpenTelemetry Overview Error Monitoring Logging Tracing Browser Instrumentation Metrics Fullstack Frameworks Overview Next.js Fullstack Overview Next.js Page Router Guide Next.js App Router Guide Edge Runtime Advanced Config Remix Walkthrough Self Host & Local Dev Overview Development deployment guide. Integrations Microsoft Teams self-hosted Hobby deployment guide. Traefik SSL Proxying. Docs Home SDK Client SDK API Reference Cloudflare Worker SDK API Reference Go SDK API Reference Hono SDK API Reference Java SDK API Reference Next.JS SDK API Reference Node.JS SDK API Reference Python SDK API Reference Ruby SDK API Reference Rust SDK API Reference Docs / Getting Started / Browser / highlight.run SDK / Persistent Asset Storage Persistent Asset Storage Persistent Asset Storage When Highlight records your HTML DOM, media assets including fonts, stylesheets, videos, and images are referenced by their original source URL. This means that playing a session after it was recorded may lead to discrepancies in the replay if any of the assets change. For example, consider the following HTML element <video preload="metadata" autoPlay={true} crossOrigin="anonymous" src="https://static.highlight.io/dev/BigBuckBunny.mp4" ></video> When a session is recorded, we will record this element as is, storing the video playback time and any seek events as they happen. If the contents of https://static.highlight.io/dev/BigBuckBunny.mp4 change after the session is recorded, the playback will be inconsistent with what a user actually saw, since the video file will differ. To ensure pixel-perfect replay, we have an Enterprise tier feature to persist these assets alongside our secure session storage. With this feature enabled, the replay will render this element as <video preload="metadata" autoPlay={true} crossOrigin="anonymous" src="https://pri.highlight.io/assets/1/bxvdqlD_55hvnUuAo-NTiyiLOqeobyMatWjgmLFZhH0~" ></video> where https://pri.highlight.io/assets/1/bxvdqlD_55hvnUuAo-NTiyiLOqeobyMatWjgmLFZhH0 ~ will be the video file saved at the time of the recording. The asset will be persisted as long as your session is retained. Upgrade your plan and reach out to us to enable the feature ! Browser OpenTelemetry Privacy Community / Support Suggest Edits? Follow us! [object Object] | 2026-01-13T08:49:00 |
https://www.python.org/jobs/location/sao-paulo-sao-paulo-brazil/ | Python Job Board | Python.org Notice: While JavaScript is not essential for this website, your interaction with the content will be limited. Please turn JavaScript on for the full experience. Skip to content ▼ Close Python PSF Docs PyPI Jobs Community ▲ The Python Network Donate ≡ Menu Search This Site GO A A Smaller Larger Reset Socialize LinkedIn Mastodon Chat on IRC Twitter Jobs Types Back end Big Data Cloud Database Evangelism Finance Front end Integration Lead Machine Learning Management Numeric processing Operations Systems Testing Web Categories Developer / Engineer Locations Telecommute Amsterdam – Netherlands Bengaluru, Karnataka – India Berkeley, CA – United States Bethesda, Maryland – United States Boston, MA – United States of America Cambridge, Massachusetts – United States Canton, Ohio – USA Chicago Or Remote, Illinois – USA Dover, North Carolina – USA London, --- – United Kingdom Mountain View, California – United States New York, Austin, Chicago, Seattle, Boulder, London, Dublin, Singapore – United States, England, Ireland, Singapore New York – United States New York, NY – United States Pontiac – USA Remote – Canada Remote or in-person (Palo Alto, CA); in-office requires 5 days/week., California – USA Remote – Remote Remote – United Kingdom Remote – USA Remote – United States São Paulo, São Paulo – Brazil Saratoga, California – United States Toronto, Ontario – Canada Warsaw (fully remote) – Poland Waterloo, toronto, qebec, bogota, medellin, montevideo, buenos aires – Canada, or Latam Countries Westport, CT – USA Submit São Paulo, São Paulo – Brazil 1 Python job in São Paulo, São Paulo – Brazil Have a job to post? Please fill out this form , or returning Job Board users may log in here to update job postings and create new ones. --> New Senior Python Developer Cial Dun & Bradstreet São Paulo, São Paulo, Brazil Back end Posted: 22 December 2025 Developer / Engineer Submit a Job Have a job that our community would be interested in? Please check our job submission how-to for details on how to file a job posting. After you have reviewed our how-to document , please login and use this form to create a new job posting If you have submitted jobs previously under your login, you can view them by logging in now . In case of questions, please contact the PSF Python Job Board team . Thank you. Stay up-to-date Subscribe via RSS Follow The PSF via Twitter Job Board Sponsors ▲ Back to Top About Applications Quotes Getting Started Help Python Brochure Downloads All releases Source code Windows macOS Android Other Platforms License Alternative Implementations Documentation Docs Audio/Visual Talks Beginner's Guide FAQ Non-English Docs PEP Index Python Books Python Essays Community Diversity Mailing Lists IRC Forums PSF Annual Impact Report Python Conferences Special Interest Groups Python Logo Python Wiki Code of Conduct Community Awards Get Involved Shared Stories Success Stories Arts Business Education Engineering Government Scientific Software Development News Python News PSF Newsletter PSF News PyCon US News News from the Community Events Python Events User Group Events Python Events Archive User Group Events Archive Submit an Event Contributing Developer's Guide Issue Tracker python-dev list Core Mentorship Report a Security Issue ▲ Back to Top Help & General Contact Diversity Initiatives Submit Website Bug Status Copyright ©2001-2026. Python Software Foundation Legal Statements Privacy Notice Powered by PSF Community Infrastructure --> | 2026-01-13T08:49:00 |
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