url stringlengths 11 2.25k | text stringlengths 88 50k | ts timestamp[s]date 2026-01-13 08:47:33 2026-01-13 09:30:40 |
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https://dev.to/kevinsheeranxyj/rust-series01-ownership-is-what-you-need-to-know-2ikm | Rust Series01 - Ownership is what you need to know - DEV Community Forem Feed Follow new Subforems to improve your feed DEV Community Follow A space to discuss and keep up software development and manage your software career Future Follow News and discussion of science and technology such as AI, VR, cryptocurrency, quantum computing, and more. Open Forem Follow A general discussion space for the Forem community. If it doesn't have a home elsewhere, it belongs here Gamers Forem Follow An inclusive community for gaming enthusiasts Music Forem Follow From composing and gigging to gear, hot music takes, and everything in between. Vibe Coding Forem Follow Discussing AI software development, and showing off what we're building. Popcorn Movies and TV Follow Movie and TV enthusiasm, criticism and everything in-between. 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A space to share projects, ask questions, and discuss server-driven templating Dropdown menu Dropdown menu Skip to content Navigation menu Search Powered by Algolia Search Log in Create account DEV Community Close Add reaction Like Unicorn Exploding Head Raised Hands Fire Jump to Comments Save Boost More... Copy link Copy link Copied to Clipboard Share to X Share to LinkedIn Share to Facebook Share to Mastodon Share Post via... Report Abuse Kevin Sheeran Posted on Jan 10 Rust Series01 - Ownership is what you need to know # programming # rust # web3 # blockchain Hi fellows, since I've been using Rust for about 3 years now, I think it's time to share some experience to you guys, so I decide to post this Rust language learning series in next couple of weeks. Without further do, let's jump into it. Assume you know some OOP(Oriented-Object-Programming) languages, like Java, C#. you will understand that everything is based on Object, but today you need to shift your mind as Rust is not an OOP language, instead it is all about ownership which means Rust will ask you explicitly who owns memory. So Ownership answers one question: Who is responsible for freeing this memory? The core ownership rule (only one owner) Every value in Rust has exactly ONE owner at any time let s = String::from("hello"); Enter fullscreen mode Exit fullscreen mode โขs owns the heap memory for "hello" โขWhen s goes out of scope โ memory is freed automatically Top comments (0) Subscribe Personal Trusted User Create template Templates let you quickly answer FAQs or store snippets for re-use. Submit Preview Dismiss Code of Conduct • Report abuse Are you sure you want to hide this comment? It will become hidden in your post, but will still be visible via the comment's permalink . Hide child comments as well Confirm For further actions, you may consider blocking this person and/or reporting abuse Kevin Sheeran Follow Blockchain Engineer, Focus on DeFi, AI Joined Apr 24, 2023 Trending on DEV Community Hot What was your win this week??? # weeklyretro # discuss I Didnโt โBecomeโ a Senior Developer. I Accumulated Damage. # programming # ai # career # discuss How to Crack Any Software Developer Interview in 2026 (Updated for AI & Modern Hiring) # softwareengineering # programming # career # interview ๐ 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 โ 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 โ the open source software that powers DEV and other inclusive communities. Made with love and Ruby on Rails . Forem © 2016 - 2026. We're a place where coders share, stay up-to-date and grow their careers. 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https://www.youtube.com/watch?v=ij3AehQwZNE | โก๏ธLightning talk - Katerina Skroumpelou - Google Maps JS API - Directions Service - YouTube ์ ๋ณด ๋ณด๋์๋ฃ ์ ์๊ถ ๋ฌธ์ํ๊ธฐ ํฌ๋ฆฌ์์ดํฐ ๊ด๊ณ ๊ฐ๋ฐ์ ์ฝ๊ด ๊ฐ์ธ์ ๋ณด์ฒ๋ฆฌ๋ฐฉ์นจ ์ ์ฑ
๋ฐ ์์ YouTube ์๋์ ์๋ฆฌ ์๋ก์ด ๊ธฐ๋ฅ ํ
์คํธํ๊ธฐ © 2026 Google LLC, Sundar Pichai, 1600 Amphitheatre Parkway, Mountain View CA 94043, USA, 0807-882-594 (๋ฌด๋ฃ), yt-support-solutions-kr@google.com, ํธ์คํ
: Google LLC, ์ฌ์
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https://docs.github.com/en/get-started/using-github/github-mobile | GitHub Mobile - GitHub Docs Skip to main content GitHub Docs Version: Free, Pro, & Team Search or ask Copilot Search or ask Copilot Select language: current language is English Search or ask Copilot Search or ask Copilot Open menu Open Sidebar Get started / Using GitHub / GitHub Mobile Home Get started Start your journey About GitHub and Git Create an account Hello World Set up your profile Find inspiration Download files Upload a project Learning resources Onboarding Getting started with your GitHub account Getting started with GitHub Team Getting started with the GitHub Enterprise Cloud trial Getting started with GitHub Enterprise Cloud Using GitHub GitHub flow Connecting to GitHub Communicating on GitHub Feature preview Supported browsers GitHub Mobile Allow network access Connectivity problems Learning about GitHub GitHubโs plans GitHub language support Types of GitHub accounts Access permissions GitHub Advanced Security Changes to GitHub plans GitHub glossary Learn to code Get started with Git Finding example code Reuse people's code Set up Copilot for learning Local development Debug with Copilot Storing secrets safely Getting feedback on your code Secure your code Secure your dependencies Accessibility Manage theme settings Keyboard shortcuts GitHub Command Palette Writing on GitHub Start writing on GitHub Quickstart About writing & formatting Basic formatting syntax Work with advanced formatting Organized data with tables Collapsed sections Create code blocks Create diagrams Mathematical expressions Auto linked references Attaching files About tasklists Permanent links to code Using keywords in issues and pull requests Work with saved replies About saved replies Creating a saved reply Editing a saved reply Deleting a saved reply Using saved replies Share content with gists Creating gists Forking and cloning gists Saving gists with stars Moderating gist comments Explore projects Finding open source projects Contribute to open source Use Copilot to explore projects Contribute to a project Save repositories with stars Following people Following organizations Git basics Set up Git Set your username Caching credentials Repeated credential prompts macOS Keychain credentials Git workflows About remote repositories Manage remote repositories Associate text editors Handle line endings Ignoring files Git cheatsheet Using Git About Git Push commits to a remote Get changes from a remote Non-fast-forward error Splitting a subfolder About Git subtree merges About Git rebase Git rebase Resolve conflicts after rebase Special characters in names Maximum push limit Archive account and public repos Request account archive GitHub Archive program Using GitHub Docs Docs versions Hover cards GitHub Certifications About GitHub Certifications Registering for an exam Get started / Using GitHub / GitHub Mobile GitHub Mobile Triage, collaborate, and manage your work on GitHub from your mobile device. View page as Markdown In this article About GitHub Mobile Installing GitHub Mobile Managing accounts Supported languages for GitHub Mobile Managing Universal Links for GitHub Mobile on iOS Sharing feedback Opting out of public preview releases for iOS About GitHub Mobile GitHub Mobile is available as an Android and iOS app. GitHub Mobile gives you a way to do high-impact work on GitHub quickly and from anywhere. GitHub Mobile is a safe and secure way to access your data through a trusted, first-party client application. With GitHub Mobile you can: Manage, triage, and clear notifications Read, review, and collaborate on issues and pull requests Edit files in pull requests Search for, browse, and interact with users, repositories, and organizations Receive a push notification when someone mentions your username Search through code in a specific repository Secure your GitHub.com account with two-factor authentication Verify your sign in attempts on unrecognized devices Use GitHub Copilot Chat to ask and receive answers to coding-related questions The following documentation contains more information about using GitHub features on GitHub Mobile. Notifications for GitHub Mobile, see Configuring notifications . Using GitHub code search on GitHub Mobile, see Using GitHub Code Search . Two-factor authentication using GitHub Mobile, see Configuring two-factor authentication and Authenticating using GitHub Mobile . Using GitHub Copilot Chat in GitHub Mobile, see Asking GitHub Copilot questions in GitHub Mobile . Assigning issues to Copilot from GitHub Mobile, see Asking GitHub Copilot to create a pull request . Installing GitHub Mobile To install GitHub Mobile for Android or iOS, see GitHub Mobile . Managing accounts You can be simultaneously signed into mobile with multiple accounts on GitHub.com, on GHE.com, and on GitHub Enterprise Server. For more information about our different products, see GitHubโs plans . GitHub Enterprise Server uses background fetch to support push notifications, so you may experience a delay in receiving push notifications. GitHub Mobile may not work with your enterprise if you're required to access your enterprise over VPN. Signing in with social login Note Social login is only available for GitHub Free and GitHub Enterprise Cloud users You can sign in to GitHub Mobile using a supported social login provider. Currently, both Google and Apple are supported for social login on the GitHub Mobile for Android and iOS users. To use this option, make sure you originally created your GitHub account using the respective social login provider - Google or Apple. Prerequisites for GHE.com accounts To access accounts on GitHub Enterprise Cloud with data residency using GitHub Mobile, you need to install GitHub Mobile with at least version iOS 1.182.0 or Android 1.178.0. Prerequisites for GitHub Enterprise Server accounts You must install GitHub Mobile 1.4 or later on your device to use GitHub Mobile with GitHub Enterprise Server. To use GitHub Mobile with GitHub Enterprise Server, GitHub must be version 3.0 or greater, and your enterprise owner must enable mobile support for your enterprise. For more information, see Managing GitHub Mobile for your enterprise in the GitHub Enterprise Server documentation. During the public preview for GitHub Mobile with GitHub Enterprise Server, you must be signed in with a personal account on GitHub.com. Adding, switching, or signing out of accounts You can sign into mobile with any GitHub account, on GitHub.com, on SUBDOMAIN.ghe.com, or on GitHub Enterprise Server. At the bottom of the app, long-press Profile , then tap Add Enterprise Account . Follow the prompts to sign in. After signing in with a second account, you can switch between the accounts you're currently logged into within the app. At the bottom of the app, long-press Profile , then tap the account you want to switch to. If you no longer need to access an account using GitHub Mobile, you can sign out of that account. At the bottom of the app, long-press Profile , swipe left on the account to sign out of, then tap Sign out . Alternatively, once logged into one account, access the account switcher to log into other accounts or log out of an existing account by navigating to the Profile tab, then tapping , and then tapping Manage Accounts . Supported languages for GitHub Mobile GitHub Mobile is available in the following languages. English Spanish Japanese Brazilian Portuguese Simplified Chinese Korean German If you configure the language on your device to a supported language, GitHub Mobile will default to the language. You can change the language for GitHub Mobile in GitHub Mobile's Settings menu. Managing Universal Links for GitHub Mobile on iOS GitHub Mobile automatically enables Universal Links for iOS. When you tap any GitHub link, the destination URL will open in GitHub Mobile instead of Safari. For more information, see Universal Links on the Apple Developer site. To disable Universal Links, long-press any GitHub link, then tap Open . Every time you tap a GitHub link in the future for the same GitHub instance, the destination URL will open in Safari instead of GitHub Mobile. To re-enable Universal Links, long-press any GitHub link, then tap Open in GitHub . Sharing feedback You can submit feature requests or other feedback for GitHub Mobile on GitHub Community . Opting out of public preview releases for iOS If you're testing a public preview release of GitHub Mobile for iOS using TestFlight, you can leave the public preview at any time. On your iOS device, open the TestFlight app. Under "Apps," tap GitHub . At the bottom of the page, tap Stop Testing . Help and support Did you find what you needed? Yes No Privacy policy Help us make these docs great! All GitHub docs are open source. See something that's wrong or unclear? Submit a pull request. Make a contribution Learn how to contribute Still need help? Ask the GitHub community Contact support Legal ยฉ 2026 GitHub, Inc. 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https://www.coderabbit.ai/case-studies/how-coderabbit-helped-the-linux-foundation-streamline-code-reviews-and-accelerate-development | How The Linux Foundation ended manual code review bottlenecks Features Enterprise Customers Pricing Blog Resources Docs Trust Center Contact Us FAQ Log In Get a free trial How CodeRabbit helped The Linux Foundation streamline code reviews and accelerate development Decrease in code review time Faster merge cycles Fewer bugs in production Improved dev productivity San Francisco, California https://www.linuxfoundation.org/ Engineering team size 40-60 Challenge Manual code reviews were slow, inconsistent, and created bottlenecks for a globally distributed engineering team. Results CodeRabbit significantly improved code review efficiency, caught more issues, and freed up developer time for innovation. Get started today Share Overview If anyone knows how challenging manual code reviews can be, itโs The Linux Foundation The global non-profit supports over 200 popular open-source projects like CNCF and PyTorch. With a globally distributed engineering team of 40 to 60 in-house devs, they develop and maintain essential tools for project memberships, telemetry data management, and IT infrastructure. However, the foundation had a significant roadblock: manual code reviews. According to David Deal , Senior Director of Engineering, "manual reviews caused workflow delays, particularly due to globally distributed teams across time zones, often leaving developers blocked for several hours awaiting feedback." Eager to free up developer time and accelerate their release schedule, The Linux Foundation decided to try CodeRabbit, an AI-powered code review platform. The result? Drastic improvements in review speed, code quality, and developer satisfaction. For The Linux Foundation, that translated into less time spent on pull requests and more time focusing on critical open-source initiatives. Challenge: A manual code review bottleneck Before CodeRabbit, the Linux Foundation relied on a traditional manual review process. While functional, David mentioned that their previous review process, being manual and distributed across multiple time zones, inherently caused delays, making it difficult for teams to move forward on code changes quickly. This manual approach couldn't keep pace with their ambitious development cycle and created a code review bottleneck. High pull request volume As a host of some of the most widely-used open-source projects, The Linux Foundation manages a constant stream of pull requests, including contributions from a vast open-source contributor community. Their senior engineers faced an overwhelming daily workload that involved scanning countless lines during manual code reviews. Research indicates that the quality of manual code review degrades significantly after a few hours of reviewing too many lines. David's team struggled to keep up with the pace. Limited context in PRs Many developers provided minimal or no descriptions for their PRs, forcing reviewers to piece together the context. The manual reviews required reviewers to manually investigate files and changes extensively, creating extra work and prolonging the review process, according to David. Slowed delivery and hidden bugs Manual code reviews slowed down merges and releases, impacting The Linux Foundation's product roadmap. While basic static checks or linting tools caught some issues, many bugs, security vulnerabilities, and refactoring complications often slipped through because each PR demanded substantial engineering attention. Trapped in a cycle of low developer productivity Developers dedicated excessive time to manual code reviews, which left them with less time for actual coding. This affected velocity and degraded code quality, leading to even longer future manual review cycles. For the Linux Foundation's senior engineers, this created what felt like endless review cycles. Why The Linux Foundation loves CodeRabbit https://youtu.be/0WmK5QqqjJY Instant AI Summaries & Automated Feedback For The Linux Foundation, CodeRabbit's AI-generated summaries were an immediate time-saver. The immediate feedback of CodeRabbit, having gone through and recommended some things, was helpful. CodeRabbit flagging that you didn't handle this case or you made a mistake here provided immediate feedback for those engineers who couldn't get an immediate manual review. - David Deal, Senior Director of Engineering This alone shaved hours off their daily reviews. Early issue detection Like most engineering teams, The Linux Foundation must balance rapid iteration with stability and scalabilityโa challenging task when constantly responding to production issues or addressing significant technical debt. AI code reviews helped considerably: It's caught so many mistakes and has highlighted gaps. Itโs amazing and speaks to the inferencing engine CodeRabbit uses, as it matched the things that aren't aligned. It catches them immediately. So that's been super valuable. - David Deal, Senior Director of Engineering With CodeRabbit, issues that might have been missedโincluding security vulnerabilities, logic errors, or inconsistencies in documentation and testsโwere flagged immediately. This proactive approach significantly reduced the chance of shipping bugs into production. CodeRabbit was particularly valuable in identifying discrepancies between documentation and actual test coverage in their SQL and DBT testing frameworks. Faster, more efficient workflows The Linux Foundation's workflow improved dramatically because CodeRabbit was able to understand the context behind their code changes. David described CodeRabbit as significantly improving their workflow by providing instant, AI-driven feedback that accelerated reviews, highlighted errors promptly, and offered clearer context to reviewers. That allowed them to put an end to their code review bottleneck. Set up in minutes Implementing CodeRabbit was seamless for The Linux Foundation, allowing the team to start seeing value immediately. "The integration onboarding was very quick," David stated, confirming that integration onboarding was very quick. This ease of integration meant CodeRabbit fit into their workflow without friction. Results: Quality code & faster merges Once CodeRabbit was fully implemented, The Linux Foundation saw rapid improvements to its process: Significantly decreased code review time This acceleration means CodeRabbit customers generally see a 50% reduction in overall review time. "The immediate feedback of Code Rabbit having...recommended some things...provided immediate feedback for those engineers that weren't able to get immediate manual review. Super helpful." David noted. Fewer bugs reaching production CodeRabbit catches an average of 90% or more of all customer bugs and errors. By catching issues at the PR stage, The Linux Foundation team saw notable reductions in post-release fixes. David noted that CodeRabbit caught numerous mistakes early, significantly reducing the likelihood of issues reaching later stages of development or deployment. Faster merge cycles With better context and fewer open questions, the team could merge PRs faster, staying on track with their release schedule. While results vary, CodeRabbit customers experience an average of four times faster PR merges. Improved developer productivity Less back-and-forth in PR discussions and fewer manual code reviews have allowed engineers to focus on building rather than reviewing. David believes CodeRabbit is essential for any development team because developer productivity is so important. Immediate impact The Linux Foundation began to see the value in faster reviews, better PR context, and improved collaboration. "We're using it increasingly. 99% of devs have been very receptive to it and found immediate value," David shared. CodeRabbit = No more code review bottlenecks Before CodeRabbit โข Limited context in PRs โข Slow merge time โข Hidden bugs โข Low dev productivity After CodeRabbit Immediate context with summaries Faster merge time Immediate reduction in bugs Boosted dev productivity By implementing CodeRabbit, the Linux Foundation successfully addressed the code review bottleneck that had been slowing their team's momentum. They're now shipping features faster, collaborating more effectively as a team, and deploying better code. As David puts it: CodeRabbit has proven invaluable in uncovering discrepancies between our documentation and actual test coverage. Highlighting inconsistencies like missing null checks or mismatched value ranges significantly improved the quality of our codebase and prevented numerous potential issues. โ David Deal, Senior Director of Engineering, The Linux Foundation. San Francisco, California https://www.linuxfoundation.org/ Engineering team size 40-60 Challenge Manual code reviews were slow, inconsistent, and created bottlenecks for a globally distributed engineering team. Results CodeRabbit significantly improved code review efficiency, caught more issues, and freed up developer time for innovation. Get started today Want to see how CodeRabbit can help your team? 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https://devblogs.microsoft.com/commandline/?p=5869 | Windows Terminal Preview 1.1 Release - Windows Command Line Skip to main content Microsoft Dev Blogs Dev Blogs Dev Blogs Home Developer Microsoft for Developers Visual Studio Visual Studio Code Develop from the cloud All things Azure Xcode DevOps Windows Developer ISE Developer Azure SDK Command Line Aspire Technology DirectX Semantic Kernel Languages C++ C# F# TypeScript PowerShell Team Python Java Java Blog in Chinese Go .NET All .NET posts .NET Aspire .NET MAUI AI ASP.NET Core Blazor Entity Framework NuGet Servicing .NET Blog in Chinese Platform Development #ifdef Windows Microsoft Foundry Azure Government Azure VM Runtime Team Bing Dev Center Microsoft Edge Dev Microsoft Azure Microsoft 365 Developer Microsoft Entra Identity Developer Old New Thing Power Platform Data Development Azure Cosmos DB Azure Data Studio Azure SQL OData Revolutions R Unified Data Model (IDEAs) Microsoft Entra PowerShell More Search Search No results Cancel Dev Blogs Windows Command Line Windows Terminal Preview 1.1 Release June 18th, 2020 0 reactions Windows Terminal Preview 1.1 Release Kayla Cinnamon Senior Developer Advocate Show more Welcome to the first update of Windows Terminal Preview! You can download Windows Terminal Preview from the Microsoft Store or from the GitHub releases page . The latest features in this release will move to Windows Terminal in July 2020. Let’s check out what’s new! Open in Windows Terminal You can now right click on a folder in File Explorer and select “Open in Windows Terminal”. This will launch Windows Terminal with your default profile in the directory you had selected from File Explorer. ๐ Note: This will launch Windows Terminal Preview until this feature moves into Windows Terminal in July 2020. Additionally, there are still some known bugs that we are working on, including right-clicking in the directory “background” will not give you the Open in Windows Terminal option. Launch Windows Terminal on startup A new setting has been added by jelster that allows you to set Windows Terminal to launch when starting up your machine! You can set startOnUserLogin to true in your global settings to enable this functionality. "startOnUserLogin": true ๐ Note: If the Windows Terminal startup task entry is disabled either by organization policy or by user action, this setting will have no effect. Font weight support Windows Terminal Preview now supports font weights as a new profile setting. The fontWeight setting accepts a variety of strings describing font weights along with the corresponding numeric representation of a font weight. Full documentation of this new setting can be found on the Windows Terminal docs site . "fontWeight": "normal" ๐ Pictured here is a sneak peek of the light version of Cascadia Code . Font weights for Cascadia Code are expected to ship within the next few months! Alt+Click to open a pane If you’d like to open a profile from the dropdown menu as a pane in the current window, you can click on it while holding Alt . This will open that profile in a pane by using the auto split feature, which will split the active window or pane across the longest length. Tab updates Color picker You can now color your tabs by right-clicking on them and selecting “Colorโฆ”. This will open the tab color menu where you can select a predefined color or expand the menu to select any color using the color picker, hex code, or RGB fields. The colors for each tab will persist for that terminal session. A huge thank you goes out to gbaychev for contributing this feature! ๐ก Tip: Use the same hex code that is used as your background color for a seamless experience! Renaming In the same context menu where the color picker lives, we have added a tab rename option. Clicking this will change your tab title into a text box, where you can rename your tab for that terminal session. Compact sizing Thanks to WinUI 2.4 , we have added compact tab sizing as an option for the tabs in the tabWidthMode global setting. This will shrink every inactive tab to the width of the icon, leaving the active tab more space to display its full title. "tabWidthMode": "compact" New command line arguments We have added some additional commands to use as arguments when calling wt from the command line. The first is --maximized, -M , which will launch Windows Terminal as maximized. The second is --fullscreen, -F , which launches Windows Terminal as full screen. These two commands cannot be combined. The last is --title , which allows you to customize the title of the tab before launching Windows Terminal. This behaves just like the tabTitle profile setting. ๐ Note: If you have both Windows Terminal and Windows Terminal Preview installed, the wt command will use Windows Terminal and will not have these new arguments until July 2020. You can change the wt executable to point to Windows Terminal Preview by following this tutorial . Open defaults.json with the keyboard If you’d like to open the defaults.json file with the keyboard, we added a new default key binding of "ctrl+alt+," . The openSettings command has received new actions that enable you to open the settings.json file, defaults.json file, or both with "settingsFile" , "defaultsFile" , or "allFiles" respectively. { "command": { "action": "openSettings", "target": "defaultsFile" }, "keys": "ctrl+alt+," } Bug fixes ๐ The character under the filledBox cursor is now shown. ๐ You can now control if Windows Terminal will treat Ctrl+Alt as an alias for AltGr with the altGrAliasing profile setting. ๐ The defaultProfile setting now accepts a profile’s name . ๐ Mouse input has been fixed in Win32-OpenSSH 7.7. ๐ The spacing above the tabs has been removed when the terminal is maximized. Top contributors We had some great contributions for this release and we would like to give those who made an impact a special shout-out! Contributors who opened the most non-duplicate issues ๐ WSLUser ๐ skyline75489 ๐ j4james ๐ Chips1234 ๐ juzi214032 ๐ dakom Contributors who created the most merged pull requests ๐ greg904 ๐ j4james ๐ +10 tied for third Contributors who provided the most comments on pull requests ๐ greg904 ๐ j4james ๐ WSLUser Signing off If you’d like to learn more about the latest features, feel free to check out the Windows Terminal docs site . If you have any questions or feedback, you can reach out to Kayla ( @cinnamon_msft ) on Twitter. If you find any bugs or would like to file a feature request, you can file an issue on the Windows Terminal GitHub repo . We hope you enjoy the first update of Windows Terminal Preview! 0 12 0 Share on Facebook Share on X Share on Linkedin Copy Link --> Category Command Line Command-Line Linux tools MS-DOS Open-Source Windows Console Windows Store Windows Subsystem for Linux (WSL) Windows Terminal Topics Bash cmd Command-Line Console Linux MS-DOS Terminal Windows 10 WSL Share Author Kayla Cinnamon Senior Developer Advocate Senior Developer Advocate, former PM for Windows Terminal, Microsoft PowerToys, Cascadia Code, and Windows Developer Experiences. 12 comments Discussion is closed. Login to edit/delete existing comments. Code of Conduct Sort by : Newest Newest Popular Oldest Falcon Taylor --> Falcon Taylor --> August 11, 2020 0 --> Collapse this comment --> Copy link --> --> --> --> Such an amazing piece of information. I was not aware of it, We have added some additional commands to use as arguments when calling wt from the command line. The first is –maximized, -M, which will launch Windows Terminal as maximized. The second is –fullscreen, -F, which launches Windows Terminal as full screen. These two commands cannot be combined. Rov --> Rov --> August 2, 2020 0 --> Collapse this comment --> Copy link --> --> --> --> Great, thankyou so much for all developer!! Karl Vietmeier --> Karl Vietmeier --> July 20, 2020 0 --> Collapse this comment --> Copy link --> --> --> --> Just an FYI – from an accessibility standpoint the “click+key” combination can be very difficult for people with limited mobility or only one-hand. Using keyboard combos, preferably closely grouped for things like changing panes or splitting the screen are much better. In ConEmu I can split screens and move around without leaving the keyboard. Wyatt Protzman --> Wyatt Protzman --> July 14, 2020 0 --> Collapse this comment --> Copy link --> --> --> --> Any thoughts on making tab color could be exposed to the defaults ? It is cool you can edit it but perhaps this way it would have better integrations with themes? Bill Chandler --> Bill Chandler --> July 3, 2020 0 --> Collapse this comment --> Copy link --> --> --> --> When will we get persistent commandline history? J S --> J S --> June 21, 2020 0 --> Collapse this comment --> Copy link --> --> --> --> I wish I could cycle through the themes with a keyboard shortcut. I also wish for menus. I guess that comes later. I like Jeff Hicks’ WTToolbox module for managing the settings. https://github.com/jdhitsolutions/WTToolbox Emmanuel Adebiyi --> Emmanuel Adebiyi --> June 19, 2020 0 --> Collapse this comment --> Copy link --> --> --> --> This is really exciting Nicolas Penin --> Nicolas Penin --> June 19, 2020 0 --> Collapse this comment --> Copy link --> --> --> --> I love this windows terminal. Maybe a stupid question, but… is there any plan to port it to Linux like let’s say Ubuntu Mate ? Alex Sanin --> Alex Sanin --> June 19, 2020 0 --> Collapse this comment --> Copy link --> --> --> --> Great, thanks! Stuard Gerardo Carrillo Gonzalez --> Stuard Gerardo Carrillo Gonzalez --> June 18, 2020 0 --> Collapse this comment --> Copy link --> --> --> --> I love the startOnUserLogin setting Load more comments Read next July 15, 2020 Windows Package Manager Preview (v0.1.41821) Demitrius Nelon July 22, 2020 Windows Terminal Preview 1.2 Release Kayla Cinnamon Stay informed Get notified when new posts are published. Email * Country/Region * Select... United States Afghanistan ร
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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 Redux Follow Hide A predictable state container for JS apps Create Post Older #redux posts 1 2 3 4 5 6 7 8 9 Posts Left menu ๐ Sign in for the ability to sort posts by relevant , latest , or top . Right menu Understanding Stateful Functions Through JavaScript Closures jabo Landry jabo Landry jabo Landry Follow Jan 12 Understanding Stateful Functions Through JavaScript Closures # react # redux # javascript # programming Comments Addย Comment 8 min read The Missing โMโ in React: I Built Zenith to Restore a Real Model Layer do-md do-md do-md Follow Dec 24 '25 The Missing โMโ in React: I Built Zenith to Restore a Real Model Layer # react # frontend # redux Comments Addย Comment 3 min read React + Redux Toolkit + Axios Prakash Bhatt Prakash Bhatt Prakash Bhatt Follow Dec 6 '25 React + Redux Toolkit + Axios # react # redux # reduxtoolkit # javascript 1 ย reaction Comments Addย Comment 2 min read ๐งฉ React Redux Toolkit โ A Beginnerโs Guide (Modern Redux Explained Clearly) Vishwark Vishwark Vishwark Follow Nov 8 '25 ๐งฉ React Redux Toolkit โ A Beginnerโs Guide (Modern Redux Explained Clearly) # react # redux # frontend # webdev 7 ย reactions Comments Addย Comment 4 min read Cรณmo dejรฉ de re-renderizar el universo: Una historia de suscripciones atรณmicas en React quojs quojs quojs Follow Nov 5 '25 Cรณmo dejรฉ de re-renderizar el universo: Una historia de suscripciones atรณmicas en React # webdev # react # redux # performance Comments Addย Comment 8 min read ๐ง Mastering Zustand โ The Modern React State Manager (v4 & v5 Guide) Vishwark Vishwark Vishwark Follow Nov 6 '25 ๐ง Mastering Zustand โ The Modern React State Manager (v4 & v5 Guide) # zustand # webdev # react # redux 2 ย reactions Comments Addย Comment 4 min read Do You Need State Management in 2025? React Context vs Zustand vs Jotai vs Redux Saswata Pal Saswata Pal Saswata Pal Follow Dec 4 '25 Do You Need State Management in 2025? React Context vs Zustand vs Jotai vs Redux # react # statemanagement # zustand # redux 8 ย reactions Comments 5 ย comments 12 min read Top 20 Redux Interview Questions and Answers for Modern Developers Devin Rosario Devin Rosario Devin Rosario Follow Oct 29 '25 Top 20 Redux Interview Questions and Answers for Modern Developers # redux # reduxtoolkit # react # rtkquery 1 ย reaction Comments Addย Comment 8 min read Setting up Redux Toolkit in NextJs Femi Abimbola Femi Abimbola Femi Abimbola Follow Nov 30 '25 Setting up Redux Toolkit in NextJs # webdev # nextjs # frontend # redux Comments Addย Comment 3 min read Atomic State or Atomic Subscriptions? quojs quojs quojs Follow Oct 25 '25 Atomic State or Atomic Subscriptions? # discuss # webdev # react # redux Comments Addย Comment 1 min read RTK Query vs Custom Axios Hooks: What Actually Happens When Your Project Grows Hossain MD Athar Hossain MD Athar Hossain MD Athar Follow Nov 23 '25 RTK Query vs Custom Axios Hooks: What Actually Happens When Your Project Grows # frontend # react # redux # axios Comments Addย Comment 2 min read The REAL Difference Between React Context & Global State Managers (Redux / Zustand) โ And Why Most Developers Explain It Wrong KhaledSalem KhaledSalem KhaledSalem Follow Nov 19 '25 The REAL Difference Between React Context & Global State Managers (Redux / Zustand) โ And Why Most Developers Explain It Wrong # webdev # javascript # redux # react 1 ย reaction Comments Addย Comment 2 min read ๐ Understand Redux State Management: The Department Store analogy Cathy Lai Cathy Lai Cathy Lai Follow Nov 18 '25 ๐ Understand Redux State Management: The Department Store analogy # redux # react # reactnative 7 ย reactions Comments Addย Comment 3 min read Inglorious Store: a Redux-compatible state manager inspired by ECS Matteo Antony Mistretta Matteo Antony Mistretta Matteo Antony Mistretta Follow Oct 17 '25 Inglorious Store: a Redux-compatible state manager inspired by ECS # redux # opensource # react # webdev Comments Addย Comment 4 min read I built (another) Elm-style `useEffectReducer` hook for React โ๏ธ c4605 c4605 c4605 Follow Nov 12 '25 I built (another) Elm-style `useEffectReducer` hook for React โ๏ธ # architecture # react # elm # redux Comments Addย Comment 3 min read Redux Toolkit vs React Query: Do You Really Need Both? ๐ค Taron Vardanyan Taron Vardanyan Taron Vardanyan Follow Nov 12 '25 Redux Toolkit vs React Query: Do You Really Need Both? ๐ค # redux # reactquery # frontend Comments Addย Comment 3 min read Context vs Redux for Theme Management in React Native: Which One Should You Choose? Amina Tariq Amina Tariq Amina Tariq Follow Oct 7 '25 Context vs Redux for Theme Management in React Native: Which One Should You Choose? # reactnative # mobile # redux # tutorial Comments Addย Comment 3 min read The Redux Mystery: Why Does It Feel So Hard? Saleh Ahmed Mahin Saleh Ahmed Mahin Saleh Ahmed Mahin Follow Oct 6 '25 The Redux Mystery: Why Does It Feel So Hard? # webdev # react # redux # reduxtoolkit Comments Addย Comment 7 min read RTK query usage in Meshery codebase. Ramu Narasinga Ramu Narasinga Ramu Narasinga Follow Oct 6 '25 RTK query usage in Meshery codebase. # opensource # cloud # redux # rtkquery Comments Addย Comment 4 min read Letting the ducks fly: How weโre switching from Redux to React Query Mathieu Tinoco Mathieu Tinoco Mathieu Tinoco Follow for Wecasa Nov 6 '25 Letting the ducks fly: How weโre switching from Redux to React Query # react # reactnative # redux # reactquery 5 ย reactions Comments Addย Comment 6 min read Introducing Quo.js: Declarative, Ultra-simple, Expressive State Management for React quojs quojs quojs Follow Oct 18 '25 Introducing Quo.js: Declarative, Ultra-simple, Expressive State Management for React # webdev # programming # react # redux Comments Addย Comment 3 min read Contemporary State Management and Data Operations in React Rahman Nugar Rahman Nugar Rahman Nugar Follow Oct 16 '25 Contemporary State Management and Data Operations in React # react # useeffect # webdev # redux 2 ย reactions Comments Addย Comment 9 min read Mastering Redux-Saga: The Missing Piece for Async Reduxย Flows Rajat Yadav Rajat Yadav Rajat Yadav Follow Oct 2 '25 Mastering Redux-Saga: The Missing Piece for Async Reduxย Flows # redux # reduxsaga # webdev 1 ย reaction Comments Addย Comment 4 min read ๐ง Do You Really Need Redux? Mourya Vamsi Modugula Mourya Vamsi Modugula Mourya Vamsi Modugula Follow Oct 3 '25 ๐ง Do You Really Need Redux? # webdev # programming # javascript # redux 1 ย reaction Comments Addย Comment 2 min read The Subtle Art of State Management Without Redux or Zustand Anish Anish Anish Follow Aug 30 '25 The Subtle Art of State Management Without Redux or Zustand # webdev # react # redux # frontend Comments Addย Comment 2 min read loading... trending guides/resources Redux Toolkit vs React Query: Do You Really Need Both? ๐ค Letting the ducks fly: How weโre switching from Redux to React Query Setting up Redux Toolkit in NextJs Do You Need State Management in 2025? React Context vs Zustand vs Jotai vs Redux ๐ง Mastering Zustand โ The Modern React State Manager (v4 & v5 Guide) I built (another) Elm-style `useEffectReducer` hook for React โ๏ธ The REAL Difference Between React Context & Global State Managers (Redux / Zustand) โ And Why Mos... Cรณmo dejรฉ de re-renderizar el universo: Una historia de suscripciones atรณmicas en React ๐ Understand Redux State Management: The Department Store analogy RTK Query vs Custom Axios Hooks: What Actually Happens When Your Project Grows The Missing โMโ in React: I Built Zenith to Restore a Real Model Layer React + Redux Toolkit + Axios Understanding Stateful Functions Through JavaScript Closures ๐งฉ React Redux Toolkit โ A Beginnerโs Guide (Modern Redux Explained Clearly) ๐ 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 โ 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 โ the open source software that powers DEV and other inclusive communities. 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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. 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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 / 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] | 2026-01-13T08:48:14 |
https://www.coderabbit.ai/blog/how-linux-foundation-used-ai-code-reviews-to-reduce-manual-bottlenecks-in-oss | From Manual Reviews to AI-Powered Insights: The Linux Foundation's Features Enterprise Customers Pricing Blog Resources Docs Trust Center Contact Us FAQ Log In Get a free trial Products Pull Request Reviews IDE Reviews CLI Reviews Navigation About Us Features FAQ System Status Careers DPA Startup Program Vulnerability Disclosure Resources Blog Docs Changelog Case Studies Trust Center Brand Guidelines Contact Support Sales Pricing Partnerships Subscribe By signing up you agree to our Terms of Use and Privacy Policy Select language English ๆฅๆฌ่ช Terms of Service Privacy Policy CodeRabbit Inc ยฉ 2026 Products Pull Request Reviews IDE Reviews CLI Reviews Navigation About Us Features FAQ System Status Careers DPA Startup Program Vulnerability Disclosure Resources Blog Docs Changelog Case Studies Trust Center Brand Guidelines Contact Support Sales Pricing Partnerships Subscribe By signing up you agree to our Terms of Use and Privacy Policy From Manual Reviews to AI-Powered Insights: The Linux Foundation's Code Review Transformation by Manpreet Kaur English Case Study January 29, 2025 4 min read Share Cut code review time & bugs by 50% Most installed AI app on GitHub and GitLab Free 14-day trial Get Started Catch the latest, right in your inbox. Subscribe Add us your feed. Catch the latest, right in your inbox. Subscribe Add us your feed. Keep reading Why users shouldnโt choose their own LLM models: Choice is not always good Giving users a dropdown of LLMs to choose from often seems like the right product choice. After all, users might have a favorite model or they might want to try the latest release the moment it drops. One problem: unless theyโre an ML engineer runnin... Get Started in 2 clicks. No credit card needed Your browser does not support the video. Install in VS Code Your browser does not support the video. An (actually useful) framework for evaluating AI code review tools Benchmarks have always promised objectivity. Reduce a complex system to a score, compare competitors on equal footing, and let the numbers speak for themselves. But, in practice, benchmarks rarely measure โqualityโ in the abstract. They measure whate... CodeRabbit's AI Code Reviews now support NVIDIA Nemotron TL;DR: Blend of frontier & open models is more cost efficient and reviews faster. NVIDIA Nemotron is supported for CodeRabbit self-hosted customers. We are delighted to share that CodeRabbit now supports the NVIDIA Nemotron family of open models amon... | 2026-01-13T08:48:14 |
https://docs.github.com/en/authentication | Authentication documentation - GitHub Docs Skip to main content GitHub Docs Version: Free, Pro, & Team Search or ask Copilot Search or ask Copilot Select language: current language is English Search or ask Copilot Search or ask Copilot Open menu Open Sidebar Authentication Home Authentication Account security Authentication to GitHub Create a strong password Switching between accounts Verifying devices on sign in Update access credentials Manage personal access tokens Reviewing your SSH keys Deploy keys Token expiration Review security log Security log events Remove sensitive data About anonymized URLs GitHub's IP addresses SSH key fingerprints Sudo mode Unauthorized access Viewing and managing sessions Secure your account with 2FA About 2FA About mandatory 2FA Configure 2FA Configure 2FA recovery Access GitHub with 2FA Countries supporting SMS Change 2FA method Troubleshooting 2FA Recover an account with 2FA Disable 2FA Authenticate with a passkey About passkeys Manage your passkeys Sign in with a passkey Connect with SSH About SSH SSH agent forwarding Managing deploy keys Check for existing SSH key Generate new SSH key Add a new SSH key Test your SSH connection SSH key passphrases Troubleshooting SSH Use SSH over HTTPS port Recover SSH key passphrase Deleted or missing SSH keys Error: Host key verification failed Permission denied (publickey) Error: Bad file number Error: Key already in use Permission denied other-user Permission denied other-repo Agent failure to sign ssh-add "illegal option" error SSL certificate problem Error: Unknown key type SSH key audit Verify commit signatures Commit signature verification Displaying verification for all commits Existing GPG keys Generating a new GPG key Add a GPG key Tell Git about your signing key Associate email with GPG key Signing commits Signing tags Troubleshoot verification Check verification status Use verified email in GPG key Authentication documentation Keep your account and data secure with features like two-factor authentication, SSH, and commit signature verification. Overview Start here Generating a new SSH key and adding it to the ssh-agent After you've checked for existing SSH keys, you can generate a new SSH key to use for authentication, then add it to the ssh-agent. Managing your personal access tokens You can use a personal access token in place of a password when authenticating to GitHub in the command line or with the API. Configuring two-factor authentication You can choose among multiple options to add a second source of authentication to your account. Popular Troubleshooting SSH When using SSH to connect and authenticate to GitHub, you may need to troubleshoot unexpected issues that may arise. Checking for existing SSH keys Before you generate an SSH key, you can check to see if you have any existing SSH keys. Adding a new SSH key to your GitHub account To configure your account on GitHub.com to use your new (or existing) SSH key, you'll also need to add the key to your account. 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There could be several reasons why, and the most common examples are explained below. @GitHub Creating a strong password Secure your account on GitHub with a strong and unique password using a password manager. @GitHub All Authentication docs Keeping your account and data secure About authentication to GitHub Creating a strong password Switching between accounts Verifying new devices when signing in Updating your GitHub access credentials Managing your personal access tokens Reviewing your SSH keys Reviewing your deploy keys Token expiration and revocation Reviewing your security log Security log events Removing sensitive data from a repository About anonymized URLs About GitHub's IP addresses GitHub's SSH key fingerprints Sudo mode Preventing unauthorized access Viewing and managing your sessions Securing your account with two-factor authentication (2FA) About two-factor authentication About mandatory two-factor authentication Configuring two-factor authentication Configuring two-factor authentication recovery methods Accessing GitHub using two-factor authentication Countries where SMS authentication is supported Changing your two-factor authentication method Troubleshooting two-factor authentication issues Recovering your account if you lose your 2FA credentials Disabling two-factor authentication for your personal account Authenticating with a passkey About passkeys Managing your passkeys Signing in with a passkey Connecting to GitHub with SSH About SSH Using SSH agent forwarding Managing deploy keys Checking for existing SSH keys Generating a new SSH key and adding it to the ssh-agent Adding a new SSH key to your GitHub account Testing your SSH connection Working with SSH key passphrases Troubleshooting SSH Using SSH over the HTTPS port Recovering your SSH key passphrase Deleted or missing SSH keys Error: Host key verification failed Error: Permission denied (publickey) Error: Bad file number Error: Key already in use Error: Permission to user/repo denied to other-user Error: Permission to user/repo denied to user/other-repo Error: Agent admitted failure to sign Error: ssh-add: illegal option -- apple-use-keychain Error: SSL certificate problem, verify that the CA cert is OK Error: Unknown key type Error: We're doing an SSH key audit Managing commit signature verification About commit signature verification Displaying verification statuses for all of your commits Checking for existing GPG keys Generating a new GPG key Adding a GPG key to your GitHub account Telling Git about your signing key Associating an email with your GPG key Signing commits Signing tags Troubleshooting commit signature verification Checking your commit and tag signature verification status Using a verified email address in your GPG key Help and support Did you find what you needed? 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https://www.goodreads.com/book/show/58784475-tomorrow-and-tomorrow-and-tomorrow | Tomorrow, and Tomorrow, and Tomorrow by Gabrielle Zevin | Goodreads Home My Books Browse โพ Recommendations Choice Awards Genres Giveaways New Releases Lists Explore News & Interviews Loading... Community โพ Groups Quotes Ask the Author People Sign in Join Jump to ratings and reviews Want to Read Rate this book Tomorrow, and Tomorrow, and Tomorrow Gabrielle Zevin 4.12 1,348,737 ย ratings 161,146 ย reviews Want to Read Rate this book Goodreads Choice Award Winner for Readers' Favorite Fiction (2022) In this exhilarating novel, two friendsโoften in love, but never loversโcome together as creative partners in the world of video game design, where success brings them fame, joy, tragedy, duplicity, and, ultimately, a kind of immortality. On a bitter-cold day, in the December of his junior year at Harvard, Sam Masur exits a subway car and sees, amid the hordes of people waiting on the platform, Sadie Green. He calls her name. For a moment, she pretends she hasn't heard him, but then, she turns, and a game begins: a legendary collaboration that will launch them to stardom. These friends, intimates since childhood, borrow money, beg favors, and, before even graduating college, they have created their first blockbuster, Ichigo . Overnight, the world is theirs. Not even twenty-five years old, Sam and Sadie are brilliant, successful, and rich, but these qualities won't protect them from their own creative ambitions or the betrayals of their hearts. Spanning thirty years, from Cambridge, Massachusetts, to Venice Beach, California, and lands in between and far beyond, Gabrielle Zevin's Tomorrow, and Tomorrow, and Tomorrow is a dazzling and intricately imagined novel that examines the multifarious nature of identity, disability, failure, the redemptive possibilities in play, and above all, our need to connect: to be loved and to love. Yes, it is a love story, but it is not one you have read before. Genres Fiction Book Club Contemporary Romance Audiobook Literary Fiction Historical Fiction ...more 416 pages, Hardcover First published July 5, 2022 Book details & editions 76474 people are currently reading 1314244 people want to read About the author Gabrielle Zevin 21 ย books 19.3k ย followers Follow Follow GABRIELLE ZEVIN is a New York Times best-selling novelist whose books have been translated into forty languages. Her tenth novel, Tomorrow, and Tomorrow, and Tomorrow was published by Knopf in July of 2022 and was an instant New York Times Best Seller, a Sunday Times Best Seller, a USA Today Best Seller, a #1 National Indie Best Seller, and a selection of the Tonight Showโs Fallon Book Club. Maureen Corrigan of NPRโs Fresh Air called it, โa big beautifully written novelโฆthat succeeds in being both serious art and immersive entertainment.โ Following a twenty-five-bidder auction, the feature film rights to Tomorrow, and Tomorrow, and Tomorrow were acquired by Temple Hill and Paramount Studios. The Storied Life of A.J. Fikry spent many months on the New York Times Best Seller List, reached #1 on the National Indie Best Seller List, was a USA Today Best Seller, and has been a best seller all around the world. A.J. Fikry was honored with the Southern California Independent Booksellers Award for Fiction, the Japan Booksellersโ Prize, and was long listed for the International Dublin Literary Award, among other honors. To date, the book has sold over five-million copies worldwide. It is now a feature film with a screenplay by Zevin. Young Jane Young won the Southern Book Prize and was one of the Washington Postโs Fifty Notable Works of Fiction. She is the screenwriter of Conversations with Other Women (Helena Bonham Carter) for which she received an Independent Spirit Award Nomination for Best First Screenplay. She has occasionally written criticism for the New York Times Book Review and NPRโs All Things Considered, and she began her writing career, at age fourteen, as a music critic for the Fort Lauderdale Sun-Sentinel. Zevin is a graduate of Harvard University. She lives in Los Angeles. NOTE: Apologies, but Gabrielle doesn't reply to messages on Goodreads. Ratings & Reviews What do you think? Rate this book Write a Review Friends & Following Create a free account to discover what your friends think of this book! Community Reviews 4.12 1,348,737 ย ratings 161,146 ย reviews 5 stars 555,677 (41%) 4 stars 492,672 (36%) 3 stars 221,616 (16%) 2 stars 60,289 (4%) 1 star 18,483 (1%) Search review text Filters Displaying 1 - 30 of 160,845 reviews Thomas 1,874 reviews 12.1k followers Follow Follow December 5, 2022 So I found this book very entertaining and easy to read and also disappointing at times too. Starting with what I enjoyed about the book, I found the prose so readable. Gabrielle Zevin has a knack for telling a good story and about 100 pages in, I felt immersed in her charactersโ lives in a way that only some of the best writers can execute. Thereโs a slice-of-life quality to the storytelling in Tomorrow and Tomorrow and Tomorrow that helped me feel like I was gliding along with Sam, Sadie, and Marxโs lives from their college years to their early and then approaching mid-adulthood. The video game aspect of the story actually made sense to me and added a quirky touch to the novel that didnโt come across as gimmicky. I also liked the integration of social commentary in this book through the charactersโ lives. I felt a lot for Sam and his struggle with his disability and Sadie with her experiences of sexism in the video game industry and in life generally. Zevin does a nice job of showing and not telling so that these elements of social justice/injustice felt organic instead of too obvious or preachy. I think my biggest critique of this book centers on Sam and Sadieโs friendship. I will couch this commentary by saying that I read a lot of literary fiction and itโs one of my favorite genres so my expectations are reasonably high. I found their friendship engaging, though at the same time I donโt think Zevin developed the foundation of their friendship enough to merit all of the conflict and turmoil they experienced. For example, Sam consistently idealizes Sadie throughout the book and is all โI love Sadie Green even though I canโt tell herโ and I was like uh why?? Like I get that they had a somewhat intense bonding experience as kids and then they made video games together, but I literally had no clue why Sam actually loved Sadie โ she treats him pretty horribly throughout the book as he does to her at times. I get that friends can treat each other poorly, though I struggled to believe Sam and Sadieโs bond given that they get into these intense arguments all the time and then resolve them byโฆ forgetting and forgiving instead of communicating through the conflict and processing what actually happened?? Idk, maybe my best friendships are so healthy to the point where it feels a bit incomprehensible to me (shout-out to Bri one of my bestianas whoโs also on Goodreads!) As a side note, I think Iโm spoiled because I read Jhumpa Lahiriโs The Lowland and Unaccustomed Earth earlier this year and late last year respectively, and she sets the bar so high in terms of characters with rich inner lives that then manifest in their interpersonal relationships. Hanya Yanagihara pulled this off too in A Little Life , though I donโt recommend her other books lol. I also felt frustrated by the overall treatment of friendship in this novel. For the first 60% or so, thereโs this implicit and explicit theme of friendship being important and special and not inferior to romance. However, this deteriorates when certain events happen later on in the book. Like, at the very end, Sam literally says that he felt insecure that Sadie didnโt want to be with him romantically/physically because of his disability, his Asianness, his lack of wealthโฆ which implies that he actually wanted a romantic relationship with her all alongโฆ which undercuts the importance of friendship. Yikes Like, Sadie is a white woman from a wealthy background, why did Sam feel so entranced by her?? Idk, it reminds me a bit too much of Asian men who are obsessed with white womenโs approval and being attractive to white women instead of loving themselves (like this tweet depicts). And I donโt think Zevin sufficiently showed an arc of Sam learning to love himself, even if imperfectly, which would have been my preference even if itโs not everyoneโs. Anyway, as you can tell this book was engaging enough that it elicited this long of a review from me. Again, I was entertained and immersed so I can see why so many people hyped this book. Not my favorite though a story with interesting elements and relevant social commentary for sure. adult-fiction realistic-fiction romance 1,191 likes 41 comments Like Comment Yun 640 reviews 37.1k followers Follow Follow April 22, 2025 This is one of those well-lauded books that I felt a bit hesitant going in. I assumed it was targeted for a certain audienceโeither those who gravitate towards stories about complicated friendships, or gamers. I'm not sure either of those are me, so what would I get out of it? And when I first started, I thought for sure I'd made a mistake. The first chapter was so overwritten, coming across as both pretentious and off-putting, and I cringed my way through it. I thought to myself, this is it. The book that everyone loves, I'd either have to give up on or end up writing a lowly-rated review and be subjected to comments about brain deficiency. I took a break and then decided to give it another chance. Chapter 2 was a little bit better. And then we come to Chapter 3, and bam! I was hooked. It's not an understatement to say that the scene with Dov teaching the Advanced Games seminar class was my favorite of the whole book and it's what sold me on reading it. From then on, every moment related to designing or making video games, I was totally there for. Before I started, if you'd told me that that would be the part I'd enjoy the most, I would've been surprised. I wouldn't categorize myself as a gamer since I've probably only loved one video game my whole life. (That was Animal Crossing , first on the GameCube and then almost 20 years later as Animal Crossing: New Horizons on the Switch.) But then when I think about it, I shouldn't have been surprised. The way this book talks about games, they're really presented as more like stories, albeit ones where the reader can participate in and influence the direction and outcome. And I'm certainly a reader of the most passionate sort. I'm also a software engineer with a little bit of experience making video games on the side, so of course the technical aspects of Sam and Sadie's ventures totally appealed to me. Reading about their projects is more or less like reading about workโwhich I normally avoid like the plagueโbut somehow this book made it exciting. I can't help but wish the games were real. I want to play them and capture the feelings reading about them evoked in me. And I also want to know everything that went into making them. If this were a biography on a real video game company, I would've loved it from cover to cover and completely gobbled it up. But it wasn't, and as a result, this wasn't a perfect story for me. It very much centers around Sam and Sadie's friendship, and that was pretty much the weakest part. I didn't really connect with either of the characters. All their issues were the result of the dreaded miscommunication trope, where one or the other refuses to say what they mean, leading to misunderstandings. And this went on and on, through many years. My other issue with the story is that it includes a certain development that comes out of nowhere, seemingly for no other reason than to beat down the characters, thus eliciting tugs of the heartstrings and upping the emotional ante. And I'm just not a fan. It doesn't add anything to the story and it left me feeling somewhat emotionally manipulated. I also have to point out that the story at times feels like it's a bit too clever with its verbiage. Like at one point, this book conjured up the only two literary characters who know what "jejune" means and put them in a conversation with each other. While that's an impressive use of the thesaurus, it detracts a bit from the story being told. But I don't think my experience with the book is typical. A lot of other readers praise the depiction of Sam and Sadie's relationship and declare their love for the book despite the video game segments. I'm pretty much the complete opposite. But even coming from two different directions, it seems we have all reached the same conclusion, and that's our collective enjoyment for this supremely interesting story. And in the end, that's all that really matters. ~~~~~~~~~~~~ โง Connect with me โง Instagram โง โง This was a pick for my BOTM box. Get your first book for $5 here . 1,628 likes 209 comments Like Comment lisa (fc hollywood's version) 200 reviews 1,391 followers Follow Follow June 9, 2025 edit 02/20/2023: bumped this up to a 5 because my mental stability is gone "The way to turn an ex-lover into a friend is to never stop loving them, to know that when one phase of a relationship ends it can transform into something else. It is to acknowledge that love is both a constant and a variable at the same time." occasionally, i would read a book that leaves me speechless, unable to grasp my emotions. this is one of those times. i won't give a summary of Tomorrow, and Tomorrow, and Tomorrow because i am incapable of doing it even if i want to. in my opinion, the synopsis doesn't do it justice, either. the best way to understand this book is to experience it yourself. this is a tragedy intertwined with a love story, but not any love story. i went into this expecting to read something like Alone With You in the Ether , and i closed this book knowing that no story resembles this one. Tomorrow, and Tomorrow, and Tomorrow is an incredible tour de force. to write something as meta as the process of making video games with a lyrism this profound is no easy task. Zevin's descriptions of the process, so technical, transport the reader into an imaginary world so vast that at one point, i saw myself in the game sam and sadie made. additionally, i salute the author's courage to include difficult literary techniques (e.g.: second-person pov) in an already intricate setting. ultimately, the brilliance of this book comes from its characters. i don't think i have cared for characters this deeply since Alone With You in the Ether . sam, sadie, and marx are written with depth and empathy. they evolve like real people would, for better and worse. their humanity shines through the tragedies, pulling me into their suffering: that's how i know that characterization can only go so far. this is what differentiates unpleasantly brilliant books from mediocre but entertaining ones. and god, the intimacy between the three characters. there is something about the chemistry, the interactions, and their thoughts that made me wonder: can love can be greater than this? in the end, i know that this book is absolutely not for everyone, and not everyone who loved and hated this will feel the same emotions throughout the experience. for now, i leave this book at 4.5 (it will change eventually) but Tomorrow, and Tomorrow, and Tomorrow will stay in my mind and my heart for a long time. -------------------------- pre-review: this book induces in me such profound grief, that i am feeling physically unwell. rtc once i recover audiobook generic-fiction read-2022 ...more 815 likes 25 comments Like Comment Katie Scarlett 560 reviews Follow Follow June 25, 2022 This book is so utterly pretentiousness and trying so hard to be woke that I should have given up on it instead of seeing it to the end. I would have if the beginning hadnโt been so beautifully done. Thereโs a line in the book about a video game sequel being awful because it was farmed out to Indian programmers who had no interest in the game and thatโs how this book feels after the incredible start. The beginning was layered, nuanced and artfully done. I hate flashbacks but this book had managed to layer the present, past and future in such an incredible way before it fell off a cliff and suddenly feels like an entirely different writer took over. The story began with Sadie and Sam central to the story. We found out about them in a narrative that skipped around in time to let us understand them and their relationship. Sam was the obviously the more sympathetic of the two and the one you as a reader care about. Sadie was often annoying and then fell apart in a ridiculous way. I hoped her awful college self with the horrible college boyfriend would evolve and grow up but she never does. Even worse for the story is the tangents that from that point became the story. We suddenly get a new character who is rightly called boring later on. He is a NPC. Heโs just too good and uninteresting to take up so much space. We get his backstory we donโt need. In a similar way later on we get two new characters that happen to be gay that bring nothing to the story other than a celebration of their sexuality which apparently is worth their inclusion. Much like tangents about their game that take up unnecessary page time and continue to dilute any attempt at storytelling. Thereโs plenty of politics, even to a ridiculously degree like actual comical bad guys intent on violence against those in favor of gay relationships and marriage. Ironically for a book full of wokeness with characters never being straight, celebrating gender fluidity, the book managed to ridicule cultural appropriation. The book is very focused on the race of the characters but never explores them in more than a superficial way. One of the authorโs worst faults was her pretentious word choices. Instead of writing in way that flowed she chose to constantly check her thesaurus for jarring words like jejune and verdigris every couple of pages. Ironically much like the criticism of a game her character created this book is pretentious and full of itself. The worst part is that could have been amazing if it had stayed as focused as it was in the beginning. This is not a story worth the journey so do not push play. I received a complimentary copy of this book. Opinions expressed in this review are completely my own. 2,250 likes 232 comments Like Comment Regina 1,139 reviews 4,502 followers Follow Follow July 16, 2022 Tomorrow, and Tomorrow, and Tomorrow I will still be thinking about this brilliant book. Fair warning that I am predisposed to adore coming-of-age novels about protagonists of my generation (Gen X), apparently even if I donโt have much in common with them other than birth year. In this case, the protagonists are Sadie and Sam, two friends whose lives intertwine up, down, and around their love of gaming. It must be said that this book is VERY MUCH about video games. Sadie and Sam play them, talk about them, design them, and promote them over the span of thirty years. What a testament to author Gabrielle Zevinโs writing that I could be glued to the pages of a story about a topic that typically bores me to tears! Because I loved Sadie and Sam so much, I never lost interest in their worlds - either the real one of their day-to-day existence or the virtual ones they were building. They are, without a doubt in my mind, the two characters Iโve cared about the most over the past decade of my reading life. I do say that with a bit of trepidation, as I know some readers of this review who love me (shout out to my mom again!) will want to read Tomorrow, and Tomorrow, and Tomorrow to meet my new literary best friends. I must therefore point out that while the novel is a masterpiece in my eyes, some people are not going to be able to get through it. Zevin is a fan of obscure words, there are risky techniques used (such as an occasional second-person chapter and dropping readers into a video game world), sad and unsavory things happen in the plot, and the text is fairly dense. This is a long 416 pages. Also, having read (and enjoyed) Zevinโs previous two novels, The Storied Life of A.J. Fikry and Young Jane Young, this feels like itโs from an entirely different author. I breezed through those others in a day, but Tomorrow, and Tomorrow, and Tomorrow took me a week. I know thatโs because I savored every word and often reread entire paragraphs, but thatโs my point. If her prior books were hamburgers, this one is a steak. I feel a bit bad for the upcoming books Iโll be reading in the wake of this novel, since I know nothing will compare for a very long time. In case itโs not clear enough already, Tomorrow, and Tomorrow, and Tomorrow has a well-earned place on my all-time favorites shelf. When you finish the final page of a book and hug it to your chest, where else would it go? My sincere thanks to the author and Knopf Doubleday Publishing Group for the gifted review copy via NetGalley. Now available. Blog: https://www.confettibookshelf.com/ 2,638 likes 93 comments Like Comment Val โ๏ธ Shameless Handmaiden โ๏ธ 2,092 reviews 36.2k followers Follow Follow <path class="RatingStar__fill" d="M24 9.63469C24 9.35683 23.7747 9.13158 23.4969 9.13158H15.0892L12.477 1.34327C12.4269 1.19375 12.3095 1.0764 12.16 1.02625C11.8966 0.937894 11.6114 1.07983 11.523 1.34327L8.91088 9.13158H0.503157C0.33975 9.13158 0.186521 9.21094 0.0922364 9.3444C-0.0680877 9.57134 -0.0140806 9.88529 0.212865 10.0456L7.00408 14.8432L4.40172 22.6166C4.35092 22.7683 4.37534 22.9352 4.46749 23.066C4.6275 23 | 2026-01-13T08:48:14 |
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https://devblogs.microsoft.com/dotnet/announcing-entity-framework-core-efcore-5-0-preview-6/ | Announcing Entity Framework Core EFCore 5.0 Preview 6 - .NET Blog Skip to main content Microsoft Dev Blogs Dev Blogs Dev Blogs Home Developer Microsoft for Developers Visual Studio Visual Studio Code Develop from the cloud All things Azure Xcode DevOps Windows Developer ISE Developer Azure SDK Command Line Aspire Technology DirectX Semantic Kernel Languages C++ C# F# TypeScript PowerShell Team Python Java Java Blog in Chinese Go .NET All .NET posts .NET Aspire .NET MAUI AI ASP.NET Core Blazor Entity Framework NuGet Servicing .NET Blog in Chinese Platform Development #ifdef Windows Microsoft Foundry Azure Government Azure VM Runtime Team Bing Dev Center Microsoft Edge Dev Microsoft Azure Microsoft 365 Developer Microsoft Entra Identity Developer Old New Thing Power Platform Data Development Azure Cosmos DB Azure Data Studio Azure SQL OData Revolutions R Unified Data Model (IDEAs) Microsoft Entra PowerShell More Search Search No results Cancel Dev Blogs .NET Blog Announcing Entity Framework Core EFCore 5.0 Preview 6 .NET 10 is here! .NET 10 is now available: the most productive, modern, secure, intelligent, and performant release of .NET yet. Learn More Download Now June 25th, 2020 0 reactions Announcing Entity Framework Core EFCore 5.0 Preview 6 Jeremy Likness Principal Program Manager - .NET AI experience Show more Today, the Entity Framework Core team announces the sixth preview release of EF Core 5.0 . This release includes split queries for related collections, a new “index” attribute, improved exceptions related to query translations, IP address mapping, exposing transaction id for correlation, and much more. Prerequisites EF Core 5.0 will not run on .NET Standard 2.0 platforms, including .NET Framework. The previews of EF Core 5.0 require .NET Standard 2.1 . This means that EF Core 5.0 will run on .NET Core 3.1 and does not require .NET 5. To summarize: EF Core 5.0 runs on platforms that support .NET Standard 2.1 . The plan is to maintain .NET Standard 2.1 compatibility through the final release. Be a part of .NET 5 The .NET documentation team is reorganizing .NET content to better match the workloads you build with .NET. This includes a new .NET Data landing page that will link out to data-related topics ranging from EF Core to APIs, Big Data, and Machine learning. The planning and execution will be done completely in the open on GitHub. This is your opportunity to help shape the hierarchy and content to best fit your needs as a .NET developer. We look forward to your contributions! How to get EF Core 5.0 previews EF Core is distributed exclusively as a set of NuGet packages. For example, to add the SQL Server provider to your project, you can use the following command using the dotnet tool: dotnet add package Microsoft .EntityFrameworkCore .SqlServer --version 5 .0 .0-preview.6.20312.4 This following table links to the preview 6 versions of the EF Core packages and describes what they are used for. Package Purpose Microsoft.EntityFrameworkCore The main EF Core package that is independent of specific database providers Microsoft.EntityFrameworkCore.SqlServer Database provider for Microsoft SQL Server and SQL Azure Microsoft.EntityFrameworkCore.SqlServer.NetTopologySuite SQL Server support for spatial types Microsoft.EntityFrameworkCore.Sqlite Database provider for SQLite that includes the native binary for the database engine Microsoft.EntityFrameworkCore.Sqlite.Core Database provider for SQLite without a packaged native binary Microsoft.EntityFrameworkCore.Sqlite.NetTopologySuite SQLite support for spatial types Microsoft.EntityFrameworkCore.Cosmos Database provider for Azure Cosmos DB Microsoft.EntityFrameworkCore.InMemory The in-memory database provider Microsoft.EntityFrameworkCore.Tools EF Core PowerShell commands for the Visual Studio Package Manager Console; use this to integrate tools like scaffolding and migrations with Visual Studio Microsoft.EntityFrameworkCore.Design Shared design-time components for EF Core tools Microsoft.EntityFrameworkCore.Proxies Lazy-loading and change-tracking proxies Microsoft.EntityFrameworkCore.Abstractions Decoupled EF Core abstractions; use this for features like extended data annotations defined by EF Core Microsoft.EntityFrameworkCore.Relational Shared EF Core components for relational database providers Microsoft.EntityFrameworkCore.Analyzers C# analyzers for EF Core We also published the 5.0 preview 6 release of the Microsoft.Data.Sqlite.Core provider for ADO.NET . Installing the EF Core Command Line Interface (CLI) As with EF Core 3.0 and 3.1, the EF Core CLI is no longer included in the .NET Core SDK. Before you can execute EF Core migration or scaffolding commands, you’ll have to install this package as either a global or local tool. To install the preview tool globally, first uninstall any existing version with: dotnet tool uninstall --global dotnet-ef Then install with: dotnet tool install - - global dotnet - ef - - version 5 . 0 . 0 - preview.6.20312.4 It’s possible to use this new version of the EF Core CLI with projects that use older versions of the EF Core runtime. What’s New in EF Core 5 Preview 6 We maintain documentation covering new features introduced into each preview . Some of the highlights from preview 6 are called out below. This preview also includes several bug fixes. Split queries for related collections Starting with EF Core 3.0, EF Core always generates a single SQL query for each LINQ query. This ensures consistency of the data returned within the constraints of the transaction mode in use. However, this can become very slow when the query uses Include or a projection to bring back multiple related collections. EF Core 5.0 now allows a single LINQ query including related collections to be split into multiple SQL queries. This can significantly improve performance, but can result in inconsistency in the results returned if the data changes between the two queries. Transactions can be used to mitigate this, at least within the constraints of the transaction mode in use. Split queries with Include For example, consider a query that pulls in two levels of related collections using Include : var artists = context.Artists .Include( e => e.Albums).ThenInclude( e => e.Tags) .ToList(); By default, EF Core will generate the following SQL when using the SQLite provider: SELECT "a" . "Id" , "a" . "Name" , "t0" . "Id" , "t0" . "ArtistId" , "t0" . "Title" , "t0" . "Id0" , "t0" . "AlbumId" , "t0" . "Name" FROM "Artists" AS "a" LEFT JOIN ( SELECT "a0" . "Id" , "a0" . "ArtistId" , "a0" . "Title" , "t" . "Id" AS "Id0" , "t" . "AlbumId" , "t" . "Name" FROM "Album" AS "a0" LEFT JOIN "Tag" AS "t" ON "a0" . "Id" = "t" . "AlbumId" ) AS "t0" ON "a" . "Id" = "t0" . "ArtistId" ORDER BY "a" . "Id" , "t0" . "Id" , "t0" . "Id0" The new AsSplitQuery API can be used to change this behavior. For example: var artists = context.Artists .AsSplitQuery() .Include( e => e.Albums).ThenInclude( e => e.Tags) .ToList(); AsSplitQuery is available for all relational database providers and can be used anywhere in the query, just like AsNoTracking. EF Core will now generate the following three SQL queries: SELECT "a" . "Id" , "a" . "Name" FROM "Artists" AS "a" ORDER BY "a" . "Id" SELECT "a0" . "Id" , "a0" . "ArtistId" , "a0" . "Title" , "a" . "Id" FROM "Artists" AS "a" INNER JOIN "Album" AS "a0" ON "a" . "Id" = "a0" . "ArtistId" ORDER BY "a" . "Id" , "a0" . "Id" SELECT "t" . "Id" , "t" . "AlbumId" , "t" . "Name" , "a" . "Id" , "a0" . "Id" FROM "Artists" AS "a" INNER JOIN "Album" AS "a0" ON "a" . "Id" = "a0" . "ArtistId" INNER JOIN "Tag" AS "t" ON "a0" . "Id" = "t" . "AlbumId" ORDER BY "a" . "Id" , "a0" . "Id" All operations on the query root are supported. This includes OrderBy/Skip/Take, Join operations, FirstOrDefault and similar single result selecting operations. Note that filtered Includes with OrderBy/Skip/Take are not supported in preview 6, but are available in the daily builds and will be included in preview 7. Split queries with collection projections AsSplitQuery can also be used when collections are loaded in projections. For example: context.Artists .AsSplitQuery() .Select( e => new { Artist = e, Albums = e.Albums, }).ToList(); This LINQ query generates the following two SQL queries when using the SQLite provider: SELECT "a" . "Id" , "a" . "Name" FROM "Artists" AS "a" ORDER BY "a" . "Id" SELECT "a0" . "Id" , "a0" . "ArtistId" , "a0" . "Title" , "a" . "Id" FROM "Artists" AS "a" INNER JOIN "Album" AS "a0" ON "a" . "Id" = "a0" . "ArtistId" ORDER BY "a" . "Id" Note that only materialization of the collection is supported. Any composition after e.Albums in above case won’t result in a split query. Improvements in this area are tracked by #21234 . IndexAttribute The new IndexAttribute can be placed on an entity type to specify an index for a single column. For example: [Index( nameof (FullName), IsUnique = true )] public class User { public int Id { get ; set ; } [MaxLength( 128 )] public string FullName { get ; set ; } } For SQL Server, Migrations will then generate the following SQL: CREATE UNIQUE INDEX [IX_Users_FullName] ON [ Users ] ([FullName]) WHERE [FullName] IS NOT NULL ; IndexAttribute can also be used to specify an index spanning multiple columns. For example: [Index( nameof (FirstName), nameof (LastName), IsUnique = true )] public class User { public int Id { get ; set ; } [MaxLength( 64 )] public string FirstName { get ; set ; } [MaxLength( 64 )] public string LastName { get ; set ; } } For SQL Server, this results in: CREATE UNIQUE INDEX [IX_Users_FirstName_LastName] ON [ Users ] ([FirstName], [LastName]) WHERE [FirstName] IS NOT NULL AND [LastName] IS NOT NULL ; Documentation is tracked by issue #2407 . Improved query translation exceptions We are continuing to improve the exception messages generated when query translation fails. For example, this query uses the unmapped property IsSigned : var artists = context.Artists.Where( e => e.IsSigned).ToList(); EF Core will throw the following exception indicating that translation failed because IsSigned is not mapped: Unhandled exception. System.InvalidOperationException: The LINQ expression ‘DbSet() .Where(a => a.IsSigned)’ could not be translated. Additional information: Translation of member ‘IsSigned’ on entity type ‘Artist’ failed. Possibly the specified member is not mapped. Either rewrite the query in a form that can be translated, or switch to client evaluation explicitly by inserting a call to either AsEnumerable(), AsAsyncEnumerable(), ToList(), or ToListAsync(). See https://go.microsoft.com/fwlink/?linkid=2101038 for more information. Similarly, better exception messages are now generated when attempting to translate string comparisons with culture-dependent semantics. For example, this query attempts to use StringComparison.CurrentCulture : var artists = context.Artists .Where( e => e.Name.Equals( "The Unicorns" , StringComparison.CurrentCulture)) .ToList(); EF Core will now throw the following exception: Unhandled exception. System.InvalidOperationException: The LINQ expression ‘DbSet() .Where(a => a.Name.Equals( value: “The Unicorns”, comparisonType: CurrentCulture))’ could not be translated. Additional information: Translation of ‘string.Equals’ method which takes ‘StringComparison’ argument is not supported. See https://go.microsoft.com/fwlink/?linkid=2129535 for more information. Either rewrite the query in a form that can be translated, or switch to client evaluation explicitly by inserting a call to either AsEnumerable(), AsAsyncEnumerable(), ToList(), or ToListAsync(). See https://go.microsoft.com/fwlink/?linkid=2101038 for more information. Specify transaction ID This feature was contributed from the community by @Marusyk . Many thanks for the contribution! EF Core exposes a transaction ID for correlation of transactions across calls. This is typically set by EF Core when a transaction is started. If the application starts the transaction instead, then this feature allows the application to explicitly set the transaction ID so it is correlated correctly everywhere it is used. For example: using (context .Database .UseTransaction (myTransaction, myId)) { ... } IPAddress mapping This feature was contributed from the community by @ralmsdeveloper . Many thanks for the contribution! The standard .NET IPAddress class is now automatically mapped to a string column for databases that do not already have native support. For example, consider mapping this entity type: public class Host { public int Id { get ; set ; } public IPAddress Address { get ; set ; } } On SQL Server, this will result in Migrations creating the following table: CREATE TABLE [Host] ( [ Id ] int NOT NULL , [Address] nvarchar ( 45 ) NULL , CONSTRAINT [PK_Host] PRIMARY KEY ([ Id ])); Entities can then be added in the normal way: context . AddRange( new Host { Address = IPAddress.Parse( "127.0.0.1" )}, new Host { Address = IPAddress.Parse( "0000:0000:0000:0000:0000:0000:0000:0001" )}) ; And the resulting SQL will insert the normalized IPv4 or IPv6 address: Executed DbCommand ( 14ms ) [Parameters=[ @p0 = '1' , @p1 = '127.0.0.1' (Size = 45 ), @p2 = '2' , @p3 = '::1' (Size = 45 )], CommandType= 'Text' , CommandTimeout= '30' ] SET NOCOUNT ON; INSERT INTO [Host] ([Id], [Address]) VALUES ( @p0 , @p1 ), ( @p2 , @p3 ); Exclude OnConfiguring when scaffolding When a DbContext is scaffolded from an existing database, EF Core by default creates an OnConfiguring overload with a connection string so that the context is immediately usable. However, this is not useful if you already have a partial class with OnConfiguring, or if you are configuring the context some other way. To address this, the scaffolding commands can now be instructed to ommit generation of OnConfiguring. For example: dotnet ef dbcontext scaffold "Data Source=(localdb)\MSSQLLocalDB;Initial Catalog=Chinook" Microsoft .EntityFrameworkCore .SqlServer --no-onconfiguring Or in the Package Manager Console: Scaffold-DbContext 'Data Source=(localdb)\MSSQLLocalDB;Initial Catalog=Chinook' Microsoft .EntityFrameworkCore .SqlServer -NoOnConfiguring Note that we recommend using a named connection string and secure storage like User Secrets . Translations for FirstOrDefault on strings This feature was contributed from the community by @dvoreckyaa . Many thanks for the contribution! FirstOrDefault and similar operators for characters in strings are now translated. For example, this LINQ query: context.Customers.Where( c => c.ContactName.FirstOrDefault() == 'A' ).ToList(); Will be translated to the following SQL when using SQL Server: SELECT [c].[ Id ], [c].[ ContactName ] FROM [ Customer ] AS [c] WHERE SUBSTRING ([c].[ ContactName ], 1 , 1 ) = N 'A' Simplify case blocks EF Core now generates better queries with CASE blocks. For example, this LINQ query: context .Weapons .OrderBy(w => w .Name .CompareTo ( "Marcus' Lancer" ) == 0 ) .ThenBy(w => w.Id) Was on SQL Server formally translated to: SELECT [w].[ Id ], [w].[AmmunitionType], [w].[IsAutomatic], [w].[ Name ], [w].[OwnerFullName], [w].[SynergyWithId] FROM [Weapons] AS [w] ORDER BY CASE WHEN ( CASE WHEN [w].[ Name ] = N 'Marcus'' Lancer' THEN 0 WHEN [w].[ Name ] > N 'Marcus'' Lancer' THEN 1 WHEN [w].[ Name ] < N 'Marcus'' Lancer' THEN -1 END = 0 ) AND CASE WHEN [w].[ Name ] = N 'Marcus'' Lancer' THEN 0 WHEN [w].[ Name ] > N 'Marcus'' Lancer' THEN 1 WHEN [w].[ Name ] < N 'Marcus'' Lancer' THEN -1 END IS NOT NULL THEN CAST ( 1 AS bit ) ELSE CAST ( 0 AS bit ) END , [w].[ Id ] "); But is now translated to: SELECT [w].[ Id ], [w].[AmmunitionType], [w].[IsAutomatic], [w].[ Name ], [w].[OwnerFullName], [w].[SynergyWithId] FROM [Weapons] AS [w] ORDER BY CASE WHEN ([w].[ Name ] = N 'Marcus'' Lancer' ) AND [w].[ Name ] IS NOT NULL THEN CAST ( 1 AS bit ) ELSE CAST ( 0 AS bit ) END , [w].[ Id ] "); Daily builds EF Core previews are aligned with .NET 5 previews. These previews tend to lag behind the latest work on EF Core. Consider using the daily builds instead to get the most up-to-date EF Core features and bug fixes. As with the previews, the daily builds do not require .NET 5; they can be used with GA/RTM release of .NET Core 3.1. The EF Core Community Standup The EF Core team is now live streaming every other Wednesday at 10am Pacific Time, 1pm Eastern Time, or 17:00 UTC. Join the stream to ask questions about the EF Core topic of your choice, including the latest preview release. Visit the .NET Community Standup page to preview upcoming shows and view recordings from past shows Suggest a guest or project, including your own by posting to the linked discussion You can also request an EF Core demo Documentation and feedback The starting point for all EF Core documentation is docs.microsoft.com/ef/ . Please file issues found and any other feedback on the dotnet/efcore GitHub repo . Helpful Short Links The following short links are provided for easy reference and access. Main documentation: https://aka.ms/efdocs Issues and feature requests for EF Core: https://aka.ms/efcorefeedback Entity Framework Roadmap: https://aka.ms/efroadmap What’s new in EF Core 5.x? https://aka.ms/efcore5 Thank you from the team A big thank you from the EF team to everyone who has used EF over the years! Arthur Vickers Andriy Svyryd Brice Lambson Jeremy Likness lajones Maurycy Markowski Shay Rojansky Smit Patel Thank you to our contributors! A big thank you to the following community members who have already contributed code or documentation to the EF Core 5 release! (List is in chronological order of first contribution to EF Core 5). aevitas Alaa Masoud Aleksandar Manukov Amr Badawy Anthony Monterrosa Ben Brandt Ben McCallum Clarence Cai Christophe Gijbels Jiri Cincura Vincent Costel Dmitry Shuvaev Eric St-Georges Erik Ejlskov Jensen Christopher Davis Ivaylo Kenov Jacob Foshee Jeremy Zagorski Jacob Viau Max K. lohoris-crane Loรฏc Sharma lokalmatador Marius Gundersen Roman Marusyk Matthias Lischka MaxG117 MHDuke Mike Surcouf Neil Bostrom Nรญcolas Michels Obi Oberoi Josh Studt Ozan Topal Paul Middleton Raj Peter Huang Rafael Almeida Santos Patrik Husfloen Richard Marskell sguitardude Sam Hobbs Sven Vlad vslee liweihan Youssef Victor 1iveowl Thomas Levesque Aleksander Kovaฤ Leonid Tsarev Konstantin Triger Ivan Maximov Dzmitry Lahoda Bruno Logerfo Josh Withee Frans Bouma Matthew Lieder Paulo Morgado Mickaรซl Derriey Laurence King Oskar Josefsson bdebaere Bhargavi Annadevara Alexander Tรคschner Jesse Hufstetler Ivar Lรธvlie cucoreanu Kirk Larkin Svyatoslav Danyliv Toni Wenzel manvydasu Brandon Scott Thomas Ryan Aaron Gunther 0 11 0 Share on Facebook Share on X Share on Linkedin Copy Link --> Category .NET Core C# Entity Framework Topics .NET Core announcement Entity Framework Entity Framework Core Share Author Jeremy Likness Principal Program Manager - .NET AI experience Jeremy is a Principal Product Manager at Microsoft, responsible for the AI experience in .NET. He's also managed minimal APIs, ASP.NET's authentication/authorization capabilities and .NET data products including Entity Framework. 11 comments Discussion is closed. Login to edit/delete existing comments. Code of Conduct Sort by : Newest Newest Popular Oldest Philip Lee --> Philip Lee --> July 10, 2020 0 --> Collapse this comment --> Copy link --> --> --> --> Interesting stuff, so sorry to nitpick, but where you say Was on SQL Server formally translated to: above should say ‘formerly’ Lautas Nicolae --> Lautas Nicolae --> July 8, 2020 0 --> Collapse this comment --> Copy link --> --> --> --> Some query execution speed tests ? SQL, Oracle, EF vs Ado.NET ? John0King --> John0King --> July 5, 2020 0 --> Collapse this comment --> Copy link --> --> --> --> When will EFCore Support to map a sql query as a "View" like block , forexample : <code> Read more When will EFCore Support .AsSubQuery() to map a sql query as a “View” like block , forexample : SubQuery query = db.Blog.Join(db.Author, b=>b.AuthorId, a=>a.Id, (b,a)=> new { a.Name, a.Id }).Where(b=>b.id= id).AsSubQuery() ; // SubQuery is IQueryalbe db.Post.Where(p=> query.Select(x=>x.AuthId).Contains( p.AuthId)).ToList(); // translate SELECT p.[Id], .... FROM POST WHERE p.AuthId in (SELECT AuthorId FROM (SELECT * FROM Blog as b INNER JOIN Author as a on b.AuthorId in a.Id )) // SubQUery always generate it's own sql and use it in a ( sql ) , this can make generate complex sql easier Read less Marcel --> Marcel --> June 29, 2020 0 --> Collapse this comment --> Copy link --> --> --> --> The split queries API seems extremely confusing and potentially misguiding. When you say 'and can be used anywhere in the query', does this mean it has different semantics if placed at different points in the query? This also seems like unnecessary leakage of abstraction of how the query is executed. If there are performance/correctness trade-offs for these perhaps the API should be called .SetExecutionMode(QueryMode.Performance) VS .SetExecutionMode(QueryMode.DataIntegrity) โ with the documentation of each mode outlining what differences COULD happen in one VS the other. The way it is currently defined, it's confusing as to what happens if a query doesn't have multiple variants... Read more The split queries API seems extremely confusing and potentially misguiding. When you say ‘and can be used anywhere in the query’, does this mean it has different semantics if placed at different points in the query? This also seems like unnecessary leakage of abstraction of how the query is executed. If there are performance/correctness trade-offs for these perhaps the API should be called .SetExecutionMode(QueryMode.Performance) VS .SetExecutionMode(QueryMode.DataIntegrity) โ with the documentation of each mode outlining what differences COULD happen in one VS the other. The way it is currently defined, it’s confusing as to what happens if a query doesn’t have multiple variants (ie: always a single query) โ or what if the single query version would actually be faster than the multi-query? Is there ALWAYS a correlation where single query is slower than its multi-query variant? If not, this seems like something the query execution / mapping should be figuring out on its own, unless this is ALWAYS dependent on each application and thus needs to be measured/optimized for each query on production data. Also what happens if the queries are already performed within a transaction (similar to what Ian asked about above)? Does the multi-query approach still suffer from potential correctness on the returned results? Please provide details on these various aspects/considerations, as this change is very much PROCESS-breaking (ie: introduces a new step to the development process on EF-backed applications), namely to decide for each query how to specify its execution mode rather than having the framework figure it out for itself. Read less Jeremy Likness --> Jeremy Likness Author --> June 29, 2020 0 --> Collapse this comment --> Copy link --> --> --> --> Thanks for your feedback! I agree there is a lot to consider. The team is working on comprehensive documentation that you can follow by tracking this PR (#2486). There are a few ways to address additional concerns you may have. For discussion, I encourage you to open a topic at this link where the team is active engaged. If there is a specific issue you are experiencing, please file one here so we can track and address it. Regards, Jeremy Read more Thanks for your feedback! I agree there is a lot to consider. The team is working on comprehensive documentation that you can follow by tracking this PR (#2486) . There are a few ways to address additional concerns you may have. For discussion, I encourage you to open a topic at this link where the team is active engaged. If there is a specific issue you are experiencing, please file one here so we can track and address it. Regards, Jeremy Read less Jorn Vanloofsvelt --> Jorn Vanloofsvelt --> June 29, 2020 0 --> Collapse this comment --> Copy link --> --> --> --> Regarding the split queries, you wrote “transactions can be used to mitigate this”. It’s not clear if EF core by default uses a transaction for a single query or not. Jeremy Likness --> Jeremy Likness Author --> June 29, 2020 0 --> Collapse this comment --> Copy link --> --> --> --> This should describe the behavior. Please let us know if it doesn’t: EF Core Transactions . Ian Marteens --> Ian Marteens --> June 29, 2020 0 --> Collapse this comment --> Copy link --> --> --> --> AFAIK, and maybe I’m wrong, no explicit transaction is created for running a query, but only when saving changes. Is this right? Jeremy Likness --> Jeremy Likness Author --> June 29, 2020 0 --> Collapse this comment --> Copy link --> --> --> --> Correct. Ian Marteens --> Ian Marteens --> June 29, 2020 0 --> Collapse this comment --> Copy link --> --> --> --> Thanks! Calvin Nel --> Calvin Nel --> June 26, 2020 0 --> Collapse this comment --> Copy link --> --> --> --> you guys are amazing would love to see focus on this tho: https://github.com/dotnet/efcore/issues/11314#issuecomment-628218015 Well done. Read next June 26, 2020 F# 5 and F# tools update for June Phillip Carter June 26, 2020 Orchard Core Release Candidate 2 now available Sebastien Ros Stay informed Get notified when new posts are published. Email * Country/Region * Select... United States Afghanistan ร
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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 Career Follow Hide This tag is for anything relating to careers! Job offers, workplace conflict, interviews, resumes, promotions, etc. Create Post submission guidelines All articles and discussions should relate to careers in some way. Pretty much everything on dev.to is about our careers in some way. Ideally, though, keep the tag related to getting, leaving, or maintaining a career or job. about #career A career is the field in which you work, while a job is a position held in that field. Related tags include #resume and #portfolio as resources to enhance your #career Older #career posts 71 72 73 74 75 76 77 78 79 Posts Left menu ๐ Sign in for the ability to sort posts by relevant , latest , or top . Right menu This is a submission for the [World's Largest Hackathon Writing Challenge](https://dev.to/challenges/wlh): After the Hack. WLH Challenge: After the Hack Submission ONOH UCHENNA PEACE ONOH UCHENNA PEACE ONOH UCHENNA PEACE Follow Jul 15 '25 This is a submission for the [World's Largest Hackathon Writing Challenge](https://dev.to/challenges/wlh): After the Hack. # devchallenge # wlhchallenge # career # entrepreneurship 1 ย reaction Comments Addย Comment 2 min read What the f*ck happened to builders? Rajat Mondal Rajat Mondal Rajat Mondal Follow Jul 6 '25 What the f*ck happened to builders? # watercooler # career # beginners # learning 1 ย reaction Comments Addย Comment 1 min read First Submission Fuels Growth WLH Challenge: After the Hack Submission Ihsan Andrinal Ihsan Andrinal Ihsan Andrinal Follow Aug 1 '25 First Submission Fuels Growth # devchallenge # wlhchallenge # career # entrepreneurship 11 ย reactions Comments Addย Comment 2 min read What Do I Even Say? 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Then Stop Whining and Build These 20 Projects โ๏ธ # fullstack # sideprojects # career # webdev 6 ย reactions Comments Addย Comment 3 min read Reflections and Future Plans TechIncovators -Intranet WLH Challenge: After the Hack Submission Ignacia Heyer Ignacia Heyer Ignacia Heyer Follow Aug 1 '25 Reflections and Future Plans TechIncovators -Intranet # devchallenge # wlhchallenge # career # entrepreneurship 9 ย reactions Comments Addย Comment 2 min read 10 AI Skills Companies Are Looking for in 2025 Hadil Ben Abdallah Hadil Ben Abdallah Hadil Ben Abdallah Follow for Final Round AI Jul 29 '25 10 AI Skills Companies Are Looking for in 2025 # ai # programming # productivity # career 49 ย reactions Comments 27 ย comments 5 min read My 30-Day Startup-Style Sprint in a Corporate World WLH Challenge: After the Hack Submission Irwan Phan Irwan Phan Irwan Phan Follow Aug 1 '25 My 30-Day Startup-Style Sprint in a Corporate World # devchallenge # wlhchallenge # career # webdev 9 ย reactions Comments 1 ย comment 3 min read The Developer Behind the Code: Growth, Anxiety, and Rediscovering Joy Simone Riggi Simone Riggi Simone Riggi Follow Aug 3 '25 The Developer Behind the Code: Growth, Anxiety, and Rediscovering Joy # programming # sideprojects # career # productivity Comments Addย Comment 4 min read After the Hackathon: What I Learned, Built, and Plan Next WLH Challenge: After the Hack Submission Oleg Bosatsky Oleg Bosatsky Oleg Bosatsky Follow Jul 31 '25 After the Hackathon: What I Learned, Built, and Plan Next # devchallenge # wlhchallenge # career # entrepreneurship 13 ย reactions Comments Addย Comment 3 min read SWITCH OF LIFE Rishav Saha Rishav Saha Rishav Saha Follow Jun 30 '25 SWITCH OF LIFE # programming # productivity # career # developer 1 ย reaction Comments Addย Comment 1 min read ๐ Why HTML, CSS & JavaScript Alone Wonโt Get You the Job (But React & Next.js Might!) 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https://gg.forem.com/privacy#a-information-you-provide-to-us-directly | Privacy Policy - Gamers Forem 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 Gamers Forem Close Privacy Policy Last Updated: September 01, 2023 This Privacy Policy is designed to help you understand how DEV Community Inc. (" DEV ," " we ," or " us ") collects, use, and discloses your personal information. What's With the Defined Terms? You'll notice that some words appear in quotes in this Privacy Policy.ย They're called "defined terms," and we use them so that we don't have to repeat the same language again and again.ย They mean the same thing in every instance, to help us make sure that this Privacy Policy is consistent. We've included the defined terms throughout because we want it to be easy for you to read them in context. 1. WHAT DOES THIS PRIVACY POLICY APPLY TO? 2. PERSONAL INFORMATION WE COLLECT 3. HOW WE USE YOUR INFORMATION 4. HOW WE DISCLOSE YOUR INFORMATION 5. YOUR PRIVACY CHOICES AND RIGHTS 6. INTERNATIONAL DATA TRANSFERS 7. RETENTION OF PERSONAL INFORMATION 8. SUPPLEMENTAL DISCLOSURES FOR CALIFORNIA RESIDENTS 9. SUPPLEMENTAL NOTICE FOR NEVADA RESIDENTS 10. CHILDREN'S INFORMATION 11. OTHER PROVISIONS 12. CONTACT US 1. WHAT DOES THIS PRIVACY POLICY APPLY TO? This Privacy Policy applies to personal information processed by us, including on our websites, mobile applications, and other online or offline offerings โ basically anything we do. To make this Privacy Policy easier to read, our websites, mobile applications, and other offerings are all collectively called the " Services. " Beyond this Privacy Policy, your use of the Services is subject to our DEV Community Terms and our Forem Terms. The Services include both our own community forum at https://www.dev.to (the " DEV Community ") and the open source tool we provide called " Forem ," available at https://www.forem.com which allows our customers to create and operate their own online forums. We collect personal information from two categories of people: (1) our customers, who use Forem and our hosting services to run and host their own forums (we'll call them " Forem Operators "), and (2) the people who interact with DEV-hosted forums, including forums provided by Forem Operators utilizing Forem and separately our own DEV Community (we'll call them " Users "). An Important Note for Users Since we provide hosting services for Forem Operators, technically we also process your information on their behalf. That processing is governed by the contracts that we have in place with each Forem Operator, not this Privacy Policy. In other words, when you share your data on a DEV-hosted forum operated by a Forem Operator, we at DEV are basically just the "pipes" โ we process the data on behalf of the Forem Operator, but don't do anything with it ourselves beyond what we're required to do under our contract (and by law). So, if you post your information on a DEV-powered forum provided by a Forem Operator, that Forem Operator's privacy policy applies, and any questions or requests relating to your data on that service should be directed to that Forem Operator, not us. Likewise, if you use our mobile application, you may also interact with forums that use DEV's open-source tools but do all their hosting and data collection themselves. For those forums, we at DEV have no access to your data, so be sure to read the privacy policy of any third-party hosted forum before posting. 2. PERSONAL INFORMATION WE COLLECT The categories of personal information we collect depend on whether you're a User or Forem Operator, how you interact with us, our Services, and the requirements of applicable law. Breaking it down, we collect three types of information: (1) information that you provide to us directly, (2) information we obtain automatically when you use our Services, and (3) information we get about you from other sources (such as third-party services and organizations). More details are below. A. Information You Provide to Us Directly We may collect the following personal information that you provide to us. Account Creation (for Forem Operators): We'll require your name and email address to get started, as well as some details about the Forem you want to run, such as: whether you're running the Forem on your own behalf or as part of an organization, and details about the community you want to support (how big is it, what topics does it cover, where do members currently communicate, how/if the community earns money, whether the community is open, invite-only or paid, any existing social media accounts, etc.) You'll need to tell us a bit about your personal coding background, and you'll have the option to provide your DEV username as well, if you are a member of the DEV.to community. Account Creation (for Users) : We collect name and email address from users that create an account on DEV Community. For other forums created by Forem Operators using Forem, the Forem Operator determines what information is required for User account creation for their respective forums. Interactive Features (for Users) . Like any other social network, both we and other Users of our Services may collect personal information that you submit or make available through our interactive features (e.g., messaging and chat features, commenting functionalities, forums, blogs, posts, and other social media pages). While we do have private messages that are only between you and the person you're messaging (as well as us and the Forem Operator, as applicable), any information you provide using the public sharing features of the Services, such as the information you post to your public profile or the topics you follow is public, including to recruiters and prospective employers, and is not subject to any of the privacy protections we mention in this Privacy Policy except where legally required. Please exercise caution before revealing any information that may identify you in the real world to others. Purchases . If you buy stuff on our shop site https://shop.dev.to/ (as either a User or Forem Operator), or otherwise if you pay us in connection with your use of the Forem service, we may collect personal information and details associated with your purchases, including payment information. Any payments made via our Services are processed by third-party payment processors, such as Stripe, Shopify, and PayPal. We do not directly collect or store any payment card information entered through our Services, but may receive information associated with your payment card information (e.g., your billing details). Your Communications with Us (Users and Forem Operators) . We may collect personal information, such as email address, phone number, or mailing address when you request information about our Services, register for our newsletter or loyalty program, request customer or technical support, apply for a job, or otherwise communicate with us. Surveys . We may contact you to participate in surveys. If you decide to participate, you may be asked to provide certain information, which may include personal information (for example, your home address). Sweepstakes or Contests . We may collect personal information you provide for any sweepstakes or contests that we offer. In some jurisdictions, we are required to publicly share information of sweepstakes and contest winners. Conferences, Trade Shows, and Other Events . We may collect personal information from individuals when we attend conferences, trade shows, and other events. Business Development and Strategic Partnerships . We may collect personal information from individuals and third parties to assess and pursue potential business opportunities. Job Applications . We may post job openings and opportunities on our Services. If you reply to one of these postings by submitting your application, CV and/or cover letter to us, we will collect and use your information to assess your qualifications. B. Information Collected Automatically We may collect personal information automatically when you use our Services: Automatic Data Collection . We may collect certain information automatically when you use our Services, such as your Internet protocol (IP) address, user settings, MAC address, cookie identifiers, mobile carrier, mobile advertising and other unique identifiers, browser or device information, location information (including approximate location derived from IP address), and Internet service provider. We may also automatically collect information regarding your use of our Services, such as pages that you visit before, during and after using our Services, information about the links you click, the types of content you interact with, the frequency and duration of your activities, and other information about how you use our Services. In addition, we may collect information that other people provide about you when they use our Services, including information about you when they tag you in their posts. Cookies, Pixel Tags/Web Beacons, and Other Technologies . We, as well as third parties that provide content, advertising, or other functionality on our Services, may use cookies, pixel tags, local storage, and other technologies (" Technologies ") to automatically collect information through your use of our Services. Cookies . Cookies are small text files placed in device browsers that store preferences and facilitate and enhance your experience. Pixel Tags/Web Beacons . A pixel tag (also known as a web beacon) is a piece of code embedded in our Services that collects information about engagement on our Services. The use of a pixel tag allows us to record, for example, that a user has visited a particular web page or clicked on a particular advertisement. We may also include web beacons in e-mails to understand whether messages have been opened, acted on, or forwarded. Our uses of these Technologies fall into the following general categories: Operationally Necessary . This includes Technologies that allow you access to our Services, applications, and tools that are required to identify irregular website behavior, prevent fraudulent activity and improve security or that allow you to make use of our functionality. Performance-Related . We may use Technologies to assess the performance of our Services, including as part of our analytic practices to help us understand how individuals use our Services ( see Analytics below ). Functionality-Related . We may use Technologies that allow us to offer you enhanced functionality when accessing or using our Services. This may include identifying you when you sign into our Services or keeping track of your specified preferences, interests, or past items viewed. Analytics . We may use Technologies and other third-party tools to process analytics information on our Services. Some of our analytics partners include Google Analytics. For more information,please visit Google Analytics' Privacy Policy . To learn more about how to opt-out of Google Analytics' use of your information, please click here . Social Media Platforms . Our Services may contain social media buttons such as Twitter, Facebook, GitHub, Instagram, and Twitch (that might include widgets such as the "share this" button or other interactive mini programs). These features may collect your IP address, which page you are visiting on our Services, and may set a cookie to enable the feature to function properly. Your interactions with these platforms are governed by the privacy policy of the company providing it. See the "Your Privacy Choices and Rights" section below to understand your choices regarding these Technologies. C. Information Collected from Other Sources We may obtain information about you from other sources, including through third-party services and organizations. For example, if you access our Services through a third-party application, such as an app store, a third-party login service (e.g., through Twitter, Apple, or GitHub), or a social networking site, we may collect whatever information about you from that third-party application that you have made available via your privacy settings. 3. HOW WE USE YOUR INFORMATION We use your information for a variety of business purposes, including to provide our Services, for administrative purposes, and to market our products and Services, as described below. A. Provide Our Services We use your information to fulfill our contract with you and provide you with our Services, such as: Managing your information and accounts; Providing access to certain areas, functionalities, and features of our Services; Answering requests for customer or technical support; Communicating with you about your account, activities on our Services, and policy changes; Processing your financial information and other payment methods for products or Services purchased; Processing applications if you apply for a job we post on our Services; and Allowing you to register for events. B. Administrative Purposes We use your information for various administrative purposes, such as: Pursuing our legitimate interests such as direct marketing, research and development (including marketing research), network and information security, and fraud prevention; Detecting security incidents, protecting against malicious, deceptive, fraudulent or illegal activity, and prosecuting those responsible for that activity; Measuring interest and engagement in our Services, including for usage-based billing purposes; Short-term, transient use, such as contextual customization of ads; Improving, optimizing, upgrading, or enhancing our Services; Developing new products and Services; Ensuring internal quality control and safety; Authenticating and verifying individual identities, including requests to exercise your rights under this policy; Debugging to identify and repair errors with our Services; Auditing relating to interactions, transactions and other compliance activities; Enforcing our agreements and policies; and Complying with our legal obligations. C. Marketing and Advertising our Products and Services We may use your personal information to tailor and provide you with content and advertisements for our Services, such as via email. If you have any questions about our marketing practices, you may contact us at any time as set forth in the "Contact Us" section below. D. Other Purposes We also use your information for other purposes as requested by you or as permitted by applicable law. Consent . We may use personal information for other purposes that are clearly disclosed to you at the time you provide personal information or with your consent. Automated Decision Making. We may engage in automated decision making, including profiling, such as to suggest topics or other Users for you to follow. DEV's processing of your personal information will not result in a decision based solely on automated processing that significantly affects you unless such a decision is necessary as part of a contract we have with you, we have your consent, or we are permitted by law to engage in such automated decision making. If you have questions about our automated decision making, you may contact us as set forth in the "Contact Us" section below. De-identified and Aggregated Information . We may use personal information and other information about you to create de-identified and/or aggregated information, such as de-identified demographic information, information about the device from which you access our Services, or other analyses we create. For example, we may collect system-wide information to ensure availability of the platform, or measure aggregate data trends to analyze and optimize our Services. Share Content with Friends or Colleagues. Our Services may offer various tools and functionalities. For example, we may allow you to provide information about your friends through our referral services. Our referral services may allow you to forward or share certain content with a friend or colleague, such as an email inviting your friend to use our Services. Please only share with us contact information of people with whom you have a relationship (e.g., relative, friend neighbor, or co-worker). 4. HOW WE DISCLOSE YOUR INFORMATION We disclose your information to third parties for a variety of business purposes, including to provide our Services, to protect us or others, or in the event of a major business transaction such as a merger, sale, or asset transfer, as described below. A. Disclosures to Provide our Services The categories of third parties with whom we may share your information are described below. Service Providers . We may share your personal information with our third-party service providers who use that information to help us provide our Services. This includes service providers that provide us with IT support, hosting, payment processing, customer service, and related services. For example, our Shop site is run by Shopify, who handle your shipping details on our behalf. Business Partners . We may share your personal information with business partners to provide you with a product or service you have requested. We may also share your personal information to business partners with whom we jointly offer products or services. Other Users . As described above in the "Personal Information We Collect" section of this Privacy Policy, our Service allows Users to share their profiles, and any posts, chats, etc. with other Users and with the general public, including to those who do not use our Services. APIs/SDKs . We may use third-party Application Program Interfaces ("APIs") and Software Development Kits ("SDKs") as part of the functionality of our Services. For more information about our use of APIs and SDKs, please contact us as set forth in the "Contact Us" section below. B . Disclosures to Protect Us or Others We may access, preserve, and disclose any information we store associated with you to external parties if we, in good faith, believe doing so is required or appropriate to: comply with law enforcement or national security requests and legal process, such as a court order or subpoena; protect your, our, or others' rights, property, or safety; enforce our policies or contracts; collect amounts owed to us; or assist with an investigation or prosecution of suspected or actual illegal activity. C. Disclosure in the Event of Merger, Sale, or Other Asset Transfers If we are involved in a merger, acquisition, financing due diligence, reorganization, bankruptcy, receivership, purchase or sale of assets, or transition of service to another provider, your information may be sold or transferred as part of such a transaction, as permitted by law and/or contract. 5. YOUR PRIVACY CHOICES AND RIGHTS Your Privacy Choices . The privacy choices you may have about your personal information are determined by applicable law and are described below. Email Communications . If you receive an unwanted email from us, you can use the unsubscribe link found at the bottom of the email to opt out of receiving future emails. Note that you will continue to receive transaction-related emails regarding products or Services you have requested. We may also send you certain non-promotional communications regarding us and our Services, and you will not be able to opt out of those communications (e.g., communications regarding our Services or updates to our Terms or this Privacy Policy). Mobile Devices . We may send you push notifications through our mobile application. You may opt out from receiving these push notifications by changing the settings on your mobile device. "Do Not Track." Do Not Track (" DNT ") is a privacy preference that users can set in certain web browsers. Please note that we do not respond to or honor DNT signals or similar mechanisms transmitted by web browsers. Cookies and Interest-Based Advertising . You may stop or restrict the placement of Technologies on your device or remove them by adjusting your preferences as your browser or device permits. However, if you adjust your preferences, our Services may not work properly. Please note that cookie-based opt-outs are not effective on mobile applications. Please note you must separately opt out in each browser and on each device. Your Privacy Rights . In accordance with applicable law, you may have the right to: Access Personal Information about you, including: (i) confirming whether we are processing your personal information; (ii) obtaining access to or a copy of your personal information; Request Correction of your personal information where it is inaccurate, incomplete or outdated. In some cases, we may provide self-service tools that enable you to update your personal information; Request Deletion, Anonymization or Blocking of your personal information when processing is based on your consent or when processing is unnecessary, excessive or noncompliant; Request Restriction of or Object to our processing of your personal information when processing is noncompliant; Withdraw Your Consent to our processing of your personal information. If you refrain from providing personal information or withdraw your consent to processing, some features of our Service may not be available; Request Data Portability and Receive an Electronic Copy of Personal Information that You Have Provided to Us; Be Informed about third parties with which your personal information has been shared; and Request the Review of Decisions Taken Exclusively Based on Automated Processing if such decisions could affect your data subject rights. If you would like to exercise any of these rights, please contact us as set forth in "Contact Us" below. We will process such requests in accordance with applicable laws. 6. INTERNATIONAL DATA TRANSFERS All information processed by us may be transferred, processed, and stored anywhere in the world, including, but not limited to, the United States or other countries, which may have data protection laws that are different from the laws where you live. We always strive to safeguard your information consistent with the requirements of applicable laws. 7. RETENTION OF PERSONAL INFORMATION We store the personal information we collect as described in this Privacy Policy for as long as you use our Services or as necessary: to fulfill the purpose or purposes for which it was collected, to provide our Services, to resolve disputes, to establish legal defenses, to conduct audits, to pursue legitimate business purposes, to enforce our agreements, and to comply with applicable laws.ย 8. SUPPLEMENTAL DISCLOSURES FOR CALIFORNIA RESIDENTS Refer-a-Friend and Similar Incentive Programs . As described above in the How We Use Your Personal Information section ("Share Content with Friends or Colleagues" subsection), we may offer referral programs or other incentivized data collection programs. For example, we may offer incentives to you such as discounts or promotional items or credit in connection with these programs, wherein you provide your personal information in exchange for a reward, or provide personal information regarding your friends or colleagues (such as their email address) and receive rewards when they sign up to use our Services. (The referred party may also receive rewards for signing up via your referral.) These programs are entirely voluntary and allow us to grow our business and provide additional benefits to you. The value of your data to us depends on how you ultimately use our Services, whereas the value of the referred party's data to us depends on whether the referred party ultimately becomes a User or Forem Operator and uses our Services. Said value will be reflected in the incentive offered in connection with each program. Accessibility . This Privacy Policy uses industry-standard technologies and was developed in line with the World Wide Web Consortium's Web Content Accessibility Guidelines, version 2.1* . * If you wish to print this policy, please do so from your web browser or by saving the page as a PDF. California Shine the Light . The California "Shine the Light" law permits users who are California residents to request and obtain from us once a year, free of charge, a list of the third parties to whom we have disclosed their personal information (if any) for their direct marketing purposes in the prior calendar year, as well as the type of personal information disclosed to those parties. Right for Minors to Remove Posted Content . Where required by law, California residents under the age of 18 may request to have their posted content or information removed from the publicly-viewable portions of the Services by contacting us directly as set forth in the "Contact Us" section below or by logging into their account and removing the content or information using our self-service tools. 9. SUPPLEMENTAL NOTICE FOR NEVADA RESIDENTS If you are a resident of Nevada, you have the right to opt-out of the sale of certain Personal Information to third parties who intend to license or sell that Personal Information. You can exercise this right by contacting us as set forth in the "Contact Us\" section below with the subject line "Nevada Do Not Sell Request" and providing us with your name and the email address associated with your account. Please note that we do not currently sell your Personal Information as sales are defined in Nevada Revised Statutes Chapter 603A. If you have any questions, please contact us as set forth below. 10. CHILDREN'S INFORMATION The Services are not directed to children under 13 (or other age as required by local law), and we do not knowingly collect personal information from children. If you are a parent or guardian and believe your child has uploaded personal information to our site without your consent, you may contact us as described in the "Contact Us" section below. If we become aware that a child has provided us with personal information in violation of applicable law, we will delete any personal information we have collected, unless we have a legal obligation to keep it, and terminate the child's account if applicable. 11. OTHER PROVISIONS Third-Party Websites or Applications . The Services may contain links to other websites or applications, and other websites or applications may reference or link to our Services. These third-party services are not controlled by us. We encourage our users to read the privacy policies of each website and application with which they interact. We do not endorse, screen or approve, and are not responsible for, the privacy practices or content of such other websites or applications. Providing personal information to third-party websites or applications is at your own risk. Changes to Our Privacy Policy . We may revise this Privacy Policy from time to time in our sole discretion. If there are any material changes to this Privacy Policy, we will notify you as required by applicable law. You understand and agree that you will be deemed to have accepted the updated Privacy Policy if you continue to use our Services after the new Privacy Policy takes effect. 12. CONTACT US If you have any questions about our privacy practices or this Privacy Policy, or to exercise your rights as detailed in this Privacy Policy, please contact us at: support@dev.to . ๐ 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 Gamers Forem โ An inclusive community for gaming enthusiasts Home About Contact Code of Conduct Privacy Policy Terms of Use Built on Forem โ the open source software that powers DEV and other inclusive communities. Made with love and Ruby on Rails . Gamers Forem © 2025 - 2026. We're a place where gamers unite, level up, and share epic adventures. Log in Create account | 2026-01-13T08:48:14 |
https://docs.github.com/es | GitHub Docs Skip to main content Documentaciรณn de GitHub Version: Free, Pro, & Team Buscar o preguntar a Copilot Buscar o preguntar a Copilot Select language: current language is Spanish Buscar o preguntar a Copilot Buscar o preguntar a Copilot Abrir menรบ Documentaciรณn de GitHub Ayuda para cualquier punto de su recorrido por GitHub. Introducciรณn Introducciรณn Migraciones Cuenta y perfil Suscripciones y notificaciones Autenticaciรณn Facturaciรณn y pagos Polรญtica del sitio Cรณdigo colaborativo Codespaces Repositorios Solicitudes de incorporaciรณn de cambios GitHub Discussions Integrations GitHub Copilot documentaciรณn GitHub Copilot Planes Obtener sugerencias de cรณdigo en el IDE Agente de codificaciรณn Tutoriales Guรญa de GitHubย Copilot Chat Biblioteca de personalizaciรณn IC/DC y DevOps GitHub Actions GitHub Packages GitHub Pages Seguridad y calidad Anรกlisis de secretos Seguridad de la cadena de suministro Dependabot Anรกlisis de cรณdigo Calidad de cรณdigo de GitHub Aplicaciones cliente GitHub CLI GitHub Mรณvil GitHub Desktop Administraciรณn de proyectos GitHub Issues Projects Buscar en GitHub Empresa y equipos Las organizaciones Protecciรณn de tu organizaciรณn Incorporaciรณn empresarial Administradores de empresa Desarrolladores Aplicaciones REST API GraphQL API Webhooks Modelos de GitHub Comunidad Crear comunidades GitHub Sponsors GitHub Education GitHub para organizaciones sin รกnimo de lucro Soporte de GitHub Contribuir a GitHubย Docs Mรกs documentos CodeQL query writing Electron npm GitHub Well-Architected Introducciรณn Configuraciรณn de Git En el centro de GitHub hay un sistema de control de versiones (VCS) de cรณdigo abierto denominado Git. Git es responsable de todo lo relacionado con GitHub que ocurra localmente en el equipo. Conectar a GitHub con SSH Puedes conectarte a GitHub utilizando el Protocolo de Secure Shell (SSH), lo cual proporciona un canal seguro sobre una red insegura. Crear y administrar repositorios Puedes crear un repositorio en GitHub para almacenar y colaborar con los archivos de tu proyecto y luego administrar el nombre y ubicaciรณn del repositorio. Sintaxis bรกsica de escritura y formato Cree un formato sofisticado para el prose y el cรณdigo en GitHub con una sintaxis sencilla. Popular Acerca de las solicitudes de incorporaciรณn de cambios Las solicitudes de incorporaciรณn de cambios le permiten proponer, revisar y combinar cambios de cรณdigo. Documentaciรณn de autenticaciรณn Mantรฉn la cuenta y los datos seguros con caracterรญsticas como la autenticaciรณn en dos fases, SSH y la verificaciรณn de la firma de comprobaciรณn. Obtenciรณn de sugerencias de cรณdigo en el IDE con GitHub Copilot Use GitHub Copilot para obtener sugerencias de cรณdigo en el editor. Administrar repositorios remotos Aprende a trabajar con tus repositorios locales en tu ordenador y repositorios remotos alojados en GitHub. Ayuda y soporte tรฉcnico ยฟEncontrรณ lo que necesitaba? Sรญ No Directiva de privacidad ยฟAรบn necesita ayuda? Pregรบntele a la comunidad de GitHub Pรณngase en contacto con el soporte tรฉcnico. Informaciรณn legal Parte de este contenido puede haberse traducido de manera automรกtica o mediante IA. ยฉ 2026 GitHub, Inc. Tรฉrminos Privacidad Estado Precios Servicios expertos Blog | 2026-01-13T08:48:14 |
https://www.telerik.com/support/whats-new/kendo-react-ui/roadmap | Roadmaps for KendoReact โ Telerik & Kendo UI Roadmaps skip navigation KendoReact Product Bundles DevCraft All Telerik .NET tools and Kendo UI JavaScript components in one package. 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Our upcoming roadmap brings new AI-powered agents and assistants, React UI components & feature enhancements, and performance improvements designed to help you build modern, AI-powered, high-performing web applications with ease. We remain committed to delivering updates on a regular cadence and incorporating your feedback to shape the future of our KendoReact library. Explore what’s planned, share your ideas , and stay ahead with the latest innovations in React development. Filter Components: Improvement New feature New component KendoReact MCP Server Enhancements and AI-Generated UI Improvement Following the introduction of the MCP (Model Context Protocol) server and KendoReact Agentic UI Generator in Q4'25, we’re investing in additional features and improvements to boost developer productivity and streamline UI development workflows in the developer IDE's of choice. Chat Component Improvements New feature The Chatโฏcomponentโฏcontinues to evolve as our go-toโฏinterface forโฏboth human-to-human and human-to-AI communication. Following major updates in 2025,โฏwe’reโฏfurther enhancing its UI/UX and expanding its feature set to deliver a smoother, more reliable messaging experience. Upcoming improvements include quality-of-life additions such as a scroll-to-bottom button, failed-message states, andโฏmanyโฏother usabilityโฏfeatures. These enhancements ensure the Chatโฏcomponentโฏremainsโฏintuitive, modern, and ready for advanced conversational scenarios across your applications.โฏ Smart PasteโฏComponent New component An AI-powered enhancement that streamlines data entry by transforming unstructured pasted content into structured form inputs. Users can copy text from emails, documents, or messages and paste it once, with theโฏcomponentโฏintelligently mapping each piece to the correct fields based on context. This reduces manual typing, improves accuracy, and boosts efficiency. Smart Paste can be added to any React formโฏor otherโฏcomponentโฏwith minimal setup andโฏsupportsโฏintegration with any AI provider for content analysis.โฏ Smart Prompting and Search Component New component We will introduce a unified Search and AI Promptingโฏcomponentโฏthat combines classic keyword search, semantic search, and lightweight AI prompting into a single reusable UI element. It will support intent-aware results, keyword precision, and inline AI suggestions triggered naturally within grids or other content-heavy components. Developers canโฏconnectโฏany LLM backend, configure templates, and tailor the user experience. Thisโฏcomponentโฏimproves discoverability, accelerates user workflows, and provides an AI-ready search and prompt surfaceโฏoptimizedโฏfor performance and seamless integration across the suite.โฏ Theme-Controlled Defaults New feature We’re introducing a more flexible and consistent way to manage component appearance across all Telerik & Kendo UI themes. Starting in Q1 2026, components will rely on theme-controlled defaults for key appearance options such as Fill Mode, Theme Color, Rounded Corners, and Size. This update gives you the best of both worlds—modern, theme-aligned designs out of the box, plus the flexibility to tailor components to your exact needs. Cleaner, theme-driven styling: Themes will define the default look and feel for a more cohesive design experience. Full customization remains: You can still override any default by explicitly setting component API options. Consistent behavior across themes: A unified system ensures predictable styling and easier maintenance. Clear hierarchy of control: Theme defaults → Component API overrides → Runtime customization. Enhanced Charts Interactivity and Motions New feature We’re making KendoReact data visualization components more engaging and visually appealing. Upcoming updates include improved chart animations for smoother transitions, category highlighting for better data focus and readability, and theme-driven animation tokens to ensure consistent motion design across all themes. These enhancements will help you create charts that deliver a polished, modern user experience aligned with your application’s design. Column Width Settings in DataGrid New feature We’re introducing the ability to define minimum and maximum column widths in the KendoReact DataGrid, giving you greater control over layout and responsiveness. With this feature, you can: Set min and max width for columns to maintain consistent layouts. Ensure column resizing respects these limits, even during user interactions. Preserve responsive behavior without columns shrinking or expanding beyond defined constraints. Export Data Grid to CSV New feature We’re adding the ability to export DataGrid content to CSV files in KendoReact. This feature will make it easy to extract, download and share tabular data for reporting, analysis, or integration with other tools. Stacked Layout Mode for Grid New feature We’re introducing a new stacked layout mode for the KendoReact DataGrid to deliver an adaptive, card-like display of data. Unlike the traditional table layout, stacked mode visualizes each record as a block with field labels and values, making it ideal for responsive design across desktop and mobile devices. This enhancement ensures consistent usability, better readability, and optimized performance on smaller screens, providing a modern and user-friendly experience for all environments. Integrating KendoReact in ChatGPT applications New feature We’re introducing capabilities to seamlessly integrate KendoReact components with ChatGPT-powered applications using the ChatGPT Apps SDK. This enhancement will allow developers to combine the rich UI components of KendoReact with AI-driven conversational experiences, enabling smarter, more interactive applications. Server-Side Validation for Forms New feature We’re enhancing the KendoReact Form component to support server-side validation in addition to existing client-side checks. This feature addresses scenarios where validation rules cannot be fully enforced on the client and ensures data integrity across complex applications. Sticky Group Headers in Data Grid New feature We’re adding support for sticky group headers in the KendoReact DataGrid component. This enhancement ensures that group headers remain visible while scrolling through large datasets, making it easier to understand the context of grouped data without losing track of which group you’re viewing. This improvement enhances usability for complex grids and delivers a smoother, more intuitive data exploration experience. Deprecation of React 16 and 17 Support Improvement Starting in Q1 2026, KendoReact will drop support for React versions 16 and 17, which have been out of active support for several years (React 17 ended support in March 2022, React 16 in October 2020). Moving forward, we will focus on React 18 and React 19, ensuring compatibility with the latest features and performance improvements. Why are we doing this? Security and stability: Older versions no longer receive active updates, making them less secure and harder to maintain. Access to modern React features: By aligning with React 18 and 19, you can leverage concurrent Rendering, automatic batching, and other optimizations for better app performance. Improved developer experience: Dropping legacy code paths reduces complexity and allows us to deliver faster updates and new capabilities. Input OTP Component for Seamless Two-Factor Authentication New component In an era where digital security is paramount, our new Input OTP component is designed to simplify and enhance two-factor authentication (2FA) workflows. This dedicated component addresses the growing need for a secure, user-friendly solution to OTP input, combining advanced customization, intuitive interactions, and rigorous security measures. With features like configurable input lengths, automatic focus shift, built-in validation, and accessibility support, the Input OTP component ensures a smooth and secure user experience. Fully customizable to fit any design system, it supports theming, localization, and integration with form validation libraries. Whether you're building login flows or verification steps, this component empowers developers to deliver robust, secure applications with ease. No items found. Clear all filters ร Have your own suggestion in mind? Share with us! Your feedback heavily influences our roadmap. Use the feedback portal to view and vote on existing requests, see their status, and submit new suggestions. Visit the Feedback Portal Disclaimer We operate in a dynamic environment, and things are subject to change. The information provided on these and related pages is intended to outline the general Telerik product direction. It is intended for informational purposes only and should not be relied upon when making any purchasing decision. We may decide to add new controls at any time depending on our capability to deliver products meeting our quality standards. The development, releases and timing of any features or functionality described for Telerik products remains at the sole discretion of Progress. These roadmaps do not represent a commitment, obligation or promise to deliver any products to the customer at any time. KendoReact Product overview Demo Buy Try New features & Roadmap What's New Roadmap Release History Have a feature request? 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https://dev.to/devteam/congrats-to-the-midnight-network-privacy-first-challenge-winners-4o04 | Congrats to the Midnight Network "Privacy First" Challenge Winners! - DEV Community Forem Feed Follow new Subforems to improve your feed DEV Community Follow A space to discuss and keep up software development and manage your software career Future Follow News and discussion of science and technology such as AI, VR, cryptocurrency, quantum computing, and more. Open Forem Follow A general discussion space for the Forem community. If it doesn't have a home elsewhere, it belongs here Gamers Forem Follow An inclusive community for gaming enthusiasts Music Forem Follow From composing and gigging to gear, hot music takes, and everything in between. Vibe Coding Forem Follow Discussing AI software development, and showing off what we're building. Popcorn Movies and TV Follow Movie and TV enthusiasm, criticism and everything in-between. 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A space to share projects, ask questions, and discuss server-driven templating Dropdown menu Dropdown menu Skip to content Navigation menu Search Powered by Algolia Search Log in Create account DEV Community Close Add reaction Like Unicorn Exploding Head Raised Hands Fire Jump to Comments Save Boost More... Copy link Copy link Copied to Clipboard Share to X Share to LinkedIn Share to Facebook Share to Mastodon Share Post via... Report Abuse Jess Lee for The DEV Team Posted on Sep 18, 2025 Congrats to the Midnight Network "Privacy First" Challenge Winners! # devchallenge # midnightchallenge # blockchain # web3 Today's the day! We are excited to announce the winners of the Midnight Network "Privacy First" Challenge . From privacy-first citizen science dApps to deployment tools that enhance the Midnight ecosystem, we loved reviewing the diverse submissions shared by participants. We hope everyone enjoyed learning about and working with zero-knowledge proofs and Midnight's data-protection blockchain! Without further ado, our winners. Congratulations Toโฆ Protect That Data - $3,500 USD @neilblaze , @sandipndev , and @subhamx created Dawn, a censorship-resistant media platform that tackles one of the most pressing issues of our time: protecting whistleblowers and preserving truth. Dawn โ ๐พ๐๐ฃ๐จ๐ค๐ง๐จ๐๐๐ฅ ๐๐๐จ๐๐จ๐ฉ๐๐ฃ๐ฉ ๐๐๐๐๐ โก Pratyay Banerjee ใป Sep 7 #devchallenge #midnightchallenge #web3 #blockchain Dawn demonstrates the power of Midnight's privacy-first blockchain by allowing users to publish reports anonymously while cryptographically proving their authenticity. Enhance the Ecosystem - $1,000 USD @0xkaleab built the Compact Midnight IDE, a web-based development environment that lowers the barrier to entry for Midnight development. Compact Midnight IDE Kaleab A. Gizaw ใป Sep 7 #devchallenge #midnightchallenge #web3 #blockchain This browser-based IDE eliminates the complex setup process traditionally required and provides an intuitive interface for experimenting with programmable privacy. Best Tutorial - $500 USD @depapp created the Anonymous Whistleblower Inbox, a privacy-first DApp for secure reporting. Anonymous Whistleblower Inbox with Zero-Knowledge Proofs depa panjie purnama ใป Aug 23 #devchallenge #midnightchallenge #web3 #blockchain The post walks readers through every aspect of the application โ from the user experience on each page to the technical implementation details. The README includes further setup, testing, and deployment details making this submission an easy-to-follow, high quality tutorial. Our three winners will receive cash prizes, a DEV++ Membership , and an exclusive DEV winner badge. All participants will receive a completion badge for taking on this challenging exploration of privacy-first development! Our Sponsor A huge shoutout to our sponsor, Midnight Foundation. The Midnight Foundation is an organization dedicated to growing the Midnight network โ a fourth-generation blockchain built for secure, compliant, and private decentralised applications โ and supporting the global community around it. They help developers, creators, and privacy advocates build tools that protect personal data, support digital freedom, and power the breakthrough generation of blockchain innovation. Their goal is to make Midnight's technology open and accessible to everyone. By breaking down barriers and encouraging collaboration, they're helping to build a more fair, decentralised internet โ one that's trustless and respects individual privacy. Learn More What's next? We always have challenges running! Keep an eye on our challenges page to see what you want to tackle next, and follow the tag so you don't miss any announcements: # devchallenge Follow This is the official tag for submissions and announcements related to DEV Challenges. We hope you enjoyed exploring the world of zero-knowledge proofs and privacy-preserving applications, felt challenged, and added a new project you're proud of to your portfolio. See you next time! Interested in being a volunteer judge for future challenges? Learn more here ! Top comments (8) Subscribe Personal Trusted User Create template Templates let you quickly answer FAQs or store snippets for re-use. Submit Preview Dismiss Collapse Expand Ben Halpern The DEV Team Ben Halpern The DEV Team Ben Halpern Follow A Canadian software developer who thinks heโs funny. Email ben@forem.com Location NY Education Mount Allison University Pronouns He/him Work Co-founder at Forem Joined Dec 27, 2015 • Sep 18 '25 Dropdown menu Copy link Hide Congrats @neilblaze , @sandipndev @subhamx @0xkaleab @depapp ๐๐๐๐ Like comment: Like comment: 11 likes Like Comment button Reply Collapse Expand Nikoloz Turazashvili (@axrisi) Nikoloz Turazashvili (@axrisi) Nikoloz Turazashvili (@axrisi) Follow Founder & CTO at NikoLabs LLC, building Axrisiโan AI-powered browser extension for seamless on-page text processing and productivity. Opened Chicos restaurant in Tbilisi, Georgia. Email turazashvili@gmail.com Location Tbilisi, Georgia Education EXCELIA La Rochelle Pronouns He/Him Work Founder & CTO at NikoLabs LLC and Axrisi Joined May 30, 2025 • Sep 19 '25 Dropdown menu Copy link Hide Congrats!!! Like comment: Like comment: 2 likes Like Comment button Reply Collapse Expand Pratyay Banerjee Pratyay Banerjee Pratyay Banerjee Follow Just another being in this metamorphic universe trying to find the infinite array of hash functions to make my life more peaceful ;) Location India Education IITG / IISc Bangalore Pronouns He/Him Work Independent Researcher โฏ Someone who โค๏ธ intersecting Web and ML for fun ๐จโ๐ฌโจ Joined Oct 4, 2019 • Sep 19 '25 Dropdown menu Copy link Hide Thanks @ben ! We really enjoyed shipping our project with Midnight Network ๐ Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand Varshith V Hegde Varshith V Hegde Varshith V Hegde Follow A simple programmer fond of learning Email varshithvh@gmail.com Location Mangalore Education Mangalore Institute of Technology and Engineering Work Software Engineer@KPIT Joined Jun 30, 2022 • Sep 19 '25 Dropdown menu Copy link Hide Congrats to all the winners ๐๐ฅณ Like comment: Like comment: 2 likes Like Comment button Reply Collapse Expand IslandGhost589 IslandGhost589 IslandGhost589 Follow Midnight Aliit Ambassador | Blockchain Privacy Advocate | Bridging XRP Liquidity with Midnight Smart Contracts | Military Veteran Location New Bern, NC Joined Apr 25, 2023 • Sep 19 '25 Dropdown menu Copy link Hide Great job. the competion is getting real around here Like comment: Like comment: 2 likes Like Comment button Reply Collapse Expand depa panjie purnama depa panjie purnama depa panjie purnama Follow when there's nothing left, go right.. Location indonesia Work quality engineer Joined Nov 19, 2018 • Sep 18 '25 Dropdown menu Copy link Hide big thanks to Midnight Network and the DEV team for running this challenge really appreciate the opportunity and happy to be part of it Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand Anthony Montanez Anthony Montanez Anthony Montanez Follow Game Developer Turned Block chain developer on a journey exploring the space Location Texas Joined Aug 24, 2025 • Sep 19 '25 Dropdown menu Copy link Hide congrats to all Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand Alphonse Kazadi Alphonse Kazadi Alphonse Kazadi Follow Full Stack Developer & ML Enthusiast. I love turning ideas into real-world apps, solving tough problems & exploring new tech. Always pushing boundaries, always eager to collaborate globally! Location Mbujimayi, DRC Education Official University of Mbujimayi Pronouns He/Him Joined Apr 5, 2024 • Sep 20 '25 Dropdown menu Copy link Hide Congrats to winners ! Like comment: Like comment: 1 like Like Comment button Reply Some comments may only be visible to logged-in visitors. Sign in to view all comments. Code of Conduct • Report abuse Are you sure you want to hide this comment? It will become hidden in your post, but will still be visible via the comment's permalink . Hide child comments as well Confirm For further actions, you may consider blocking this person and/or reporting abuse The DEV Team Follow The hardworking team behind DEV โค๏ธ Want to contribute to open source and help make the DEV community stronger? The code that powers DEV is called Forem and is freely available on GitHub. You're welcome to jump in! Contribute to Forem More from The DEV Team Congrats to the AI Agents Intensive Course Writing Challenge Winners! # googleaichallenge # devchallenge # ai # agents Join the Algolia Agent Studio Challenge: $3,000 in Prizes! # algoliachallenge # devchallenge # agents # webdev Join the New Year, New You Portfolio Challenge: $3,000 in Prizes + Feedback from Google AI Team (For Winners and Runner Ups!) # devchallenge # googleaichallenge # career # gemini ๐ 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 โ 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 โ the open source software that powers DEV and other inclusive communities. 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https://dev.to/t/career/page/73 | Career Page 73 - 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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Right menu Designing a URL Shortener Biswas Prasana Swain Biswas Prasana Swain Biswas Prasana Swain Follow Jul 5 '25 Designing a URL Shortener # systemdesign # tutorial # career # learning Comments Addย Comment 4 min read The Truth About Cover Letters for Coding Jobs ๐ David Thurman @ BeyondCode.app David Thurman @ BeyondCode.app David Thurman @ BeyondCode.app Follow for Beyond Code Aug 8 '25 The Truth About Cover Letters for Coding Jobs ๐ # career # beginners # hiring # programming 6 ย reactions Comments 4 ย comments 3 min read The Transformative Power of AWS Generative AI - My Journey to Innovation ๐ Shivansh Barapatre Shivansh Barapatre Shivansh Barapatre Follow Aug 8 '25 The Transformative Power of AWS Generative AI - My Journey to Innovation ๐ # awschallenge # genrativeai # career # learning 1 ย reaction Comments Addย Comment 4 min read I Thought Networking Was Useless. 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I Wasย Wrong # networking # netlify # devjournal # career Comments 1 ย comment 4 min read From Junior to Senior Software Engineer: The Journey, Lessons, and Real Talk ZUBAIR MAHMUD ZUBAIR MAHMUD ZUBAIR MAHMUD Follow Aug 8 '25 From Junior to Senior Software Engineer: The Journey, Lessons, and Real Talk # softwareengineering # webdev # career Comments Addย Comment 3 min read How to Write a CV That Matches Todayโs Hiring Standards David Jone David Jone David Jone Follow Jul 4 '25 How to Write a CV That Matches Todayโs Hiring Standards # resume # career # cv Comments Addย Comment 9 min read Starting My IT Journey Ajay Raja Ajay Raja Ajay Raja Follow Aug 8 '25 Starting My IT Journey # beginners # learning # career # firstpost 4 ย reactions Comments Addย Comment 1 min read Who's hiring โ August 2025 fmerian fmerian fmerian Follow Jul 31 '25 Who's hiring โ August 2025 # career # devrel # writing # opensource 17 ย reactions Comments 10 ย comments 2 min read Chase it afraid! Joseph Ochego Joseph Ochego Joseph Ochego Follow Jul 18 '25 Chase it afraid! # career # passion # fear # programming 5 ย reactions Comments 2 ย comments 3 min read ๐ฏ Why Iโm Starting This Blog (and What Youโll Learn From It) Muhammad Farooq Muhammad Farooq Muhammad Farooq Follow Jul 4 '25 ๐ฏ Why Iโm Starting This Blog (and What Youโll Learn From It) # career # learning # programming # webdev Comments Addย Comment 2 min read From 7,000 Lines of Rejection to Research-Based Success: My Chrome Extension Journey Hazrat Mosaddique Ali Hazrat Mosaddique Ali Hazrat Mosaddique Ali Follow Jul 4 '25 From 7,000 Lines of Rejection to Research-Based Success: My Chrome Extension Journey # webdev # begin # career # learning 2 ย reactions Comments Addย Comment 5 min read Why You're Not Landing Interviews David Thurman @ BeyondCode.app David Thurman @ BeyondCode.app David Thurman @ BeyondCode.app Follow for Beyond Code Aug 7 '25 Why You're Not Landing Interviews # programming # beginners # career # codenewbie 24 ย reactions Comments 8 ย comments 4 min read Clarity Is the Real Velocity Tony St Pierre Tony St Pierre Tony St Pierre Follow Jul 4 '25 Clarity Is the Real Velocity # discuss # programming # learning # career 1 ย reaction Comments Addย Comment 1 min read Using HTML to its full extend Danny Engelman Danny Engelman Danny Engelman Follow Aug 6 '25 Using HTML to its full extend # html # webdev # career # productivity 1 ย reaction Comments 3 ย comments 1 min read Como o GitHub Copilot pode ser O amigo do Arquiteto de Soluรงรตes? Angelo Matias Angelo Matias Angelo Matias Follow Jul 3 '25 Como o GitHub Copilot pode ser O amigo do Arquiteto de Soluรงรตes? # webdev # productivity # career Comments Addย Comment 3 min read Transitioning into Web Development โ Seeking Advice, Communities & Mentorship DaoistRose DaoistRose DaoistRose Follow Aug 6 '25 Transitioning into Web Development โ Seeking Advice, Communities & Mentorship # discuss # webdev # programming # career 1 ย reaction Comments 2 ย comments 1 min read What's next after the Bolt hackathon WLH Challenge: After the Hack Submission goldenekpendu goldenekpendu goldenekpendu Follow Aug 1 '25 What's next after the Bolt hackathon # devchallenge # wlhchallenge # career # entrepreneurship 19 ย reactions Comments Addย Comment 2 min read La cima inalcanzable-Perspectiva de un junior jose muรฑoz jose muรฑoz jose muรฑoz Follow Aug 6 '25 La cima inalcanzable-Perspectiva de un junior # programming # beginners # career # learning Comments Addย Comment 2 min read AI Utilization Guidelines for Continuous Engineer Growth hiro hiro hiro Follow Jul 26 '25 AI Utilization Guidelines for Continuous Engineer Growth # ai # beginners # career # productivity 5 ย reactions Comments Addย Comment 4 min read How to Choose a Great Tech Hire: Beyond Algorithm Tests and Whiteboard Coding Victoria Drake Victoria Drake Victoria Drake Follow Aug 5 '25 How to Choose a Great Tech Hire: Beyond Algorithm Tests and Whiteboard Coding # hiring # engineering # career # management 2 ย reactions Comments Addย Comment 5 min read 7 Beginner Coding Projects That Instantly Level Up Your Skills ๐ฅ David Thurman @ BeyondCode.app David Thurman @ BeyondCode.app David Thurman @ BeyondCode.app Follow for Beyond Code Aug 10 '25 7 Beginner Coding Projects That Instantly Level Up Your Skills ๐ฅ # beginners # programming # career # learning 4 ย reactions Comments 3 ย comments 4 min read No Fancy Setup, No Bootcamp โ Just Grit, Code & Faith Muhammad Saif Muhammad Saif Muhammad Saif Follow Aug 5 '25 No Fancy Setup, No Bootcamp โ Just Grit, Code & Faith # webdev # programming # javascript # career 1 ย reaction Comments Addย Comment 3 min read From MVP to Impact: Whatโs Next for Soulvia? WLH Challenge: After the Hack Submission hannalap hannalap hannalap Follow Jul 31 '25 From MVP to Impact: Whatโs Next for Soulvia? # devchallenge # wlhchallenge # career # entrepreneurship 18 ย reactions Comments Addย Comment 3 min read The traits and pitfalls in Software Engineering careers Eduardo Klein Eduardo Klein Eduardo Klein Follow Aug 5 '25 The traits and pitfalls in Software Engineering careers # career # careerdevelopment # management # softwareengineering Comments Addย Comment 4 min read The Doubtful Architect Hatem Zidi Hatem Zidi Hatem Zidi Follow Aug 5 '25 The Doubtful Architect # architecture # learning # career # softwareengineering Comments Addย Comment 4 min read loading... ๐ 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 โ 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 โ the open source software that powers DEV and other inclusive communities. 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https://docs.github.com/en/copilot/tutorials | Tutorials for GitHub Copilot - GitHub Docs Skip to main content GitHub Docs Version: Free, Pro, & Team Search or ask Copilot Search or ask Copilot Select language: current language is English Search or ask Copilot Search or ask Copilot Open menu Open Sidebar GitHub Copilot / Tutorials Home GitHub Copilot Get started Quickstart What is GitHub Copilot? 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Recommended GitHub Copilot Chat Cookbook Find examples of prompts to use with GitHub Copilot Chat. Customization library Discover a curated collection of customizations, including custom instructions, custom agents, and prompt files, to enhance your GitHub Copilot experience. Rolling out GitHub Copilot at scale Learn how to manage a Copilot rollout in your organization or enterprise. Articles All categories Accelerate PR velocity Accelerating pull requests in your company with GitHub Copilot Understand features, enable developers, and measure Copilot's impact. Accessibility auditor Instructions for comprehensive web accessibility testing and compliance. Analyzing and incorporating user feedback Copilot Chat can enhance the process of incorporating user feedback into your project. Automate simple user stories Best practices for using GitHub Copilot to work on tasks Learn how to get the best results from Copilot coding agent. 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https://dev.to/googleai/give-your-ai-studio-deployed-app-a-custom-url-30f | Give your AI Studio deployed app a custom URL - DEV Community Forem Feed Follow new Subforems to improve your feed DEV Community Follow A space to discuss and keep up software development and manage your software career Future Follow News and discussion of science and technology such as AI, VR, cryptocurrency, quantum computing, and more. Open Forem Follow A general discussion space for the Forem community. If it doesn't have a home elsewhere, it belongs here Gamers Forem Follow An inclusive community for gaming enthusiasts Music Forem Follow From composing and gigging to gear, hot music takes, and everything in between. Vibe Coding Forem Follow Discussing AI software development, and showing off what we're building. Popcorn Movies and TV Follow Movie and TV enthusiasm, criticism and everything in-between. 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A space to share projects, ask questions, and discuss server-driven templating Dropdown menu Dropdown menu Skip to content Navigation menu Search Powered by Algolia Search Log in Create account DEV Community Close Add reaction Like Unicorn Exploding Head Raised Hands Fire Jump to Comments Save Boost More... Copy link Copy link Copied to Clipboard Share to X Share to LinkedIn Share to Facebook Share to Mastodon Share Post via... Report Abuse Paige Bailey for Google AI Posted on Dec 11, 2025 Give your AI Studio deployed app a custom URL # webdev # programming # javascript # beginners So, youโve just built an incredible AI application using Build in Googleโs AI Studio . You hit Deploy , the code flies through the ether, and your app is live! But then you look at the URL. Itโs something like: https://burning-man-animal-cuddle-614365371127.us-west1.run.app/ . While I personally love the vibe of "Burning Man Animal Cuddle" , your users might find it a bit... suspicious. You bought a cool domain on Namecheap (like vibe-compose.com), and you want to use that instead. If youโve never connected a Google Cloud Run service to a third-party registrar like Namecheap, the "DNS Dance" can be confusing. Here is exactly how to do it without pulling your hair out. Step 1: Add the Mapping in Cloud Run First, head over to your Google Cloud Console and navigate to Cloud Run domains . Find your project in the dropdown list in the top left (ex: Generative Language Client ). Youโll see a button to Add Mapping in the Domain Mappings section. In the dropdown: Select service: Pick your app. Select a verified domain: Choose "Verify a new domain..." Base domain: Type your root domain (e.g., vibe-compose.com). Do not type www yet. We start with the root. Step 2: The Verification Dance Google needs to know you actually own the domain before they route traffic to it. When you click verify, a modal will pop up giving you a TXT record. Once you've entered in your website name and hit Continue , copy that long string of text. It's time to leave Google for a moment and head to Namecheap. Log into Namecheap . Go to your Domain List -> Manage -> Advanced DNS . Click Add New Record . Select TXT Record . Host: @ Value: Paste that Google verification string here. TTL: Automatic. Save changes. โ Coffee Break: DNS changes usually take a while. Wait 2 minutes, then go back to the Google Cloud tab and press VERIFY. Step 3: Mapping the "Naked" Domain Once verified, the hard part begins. You want your site to load at vibe-compose.com (no www). This is called the "Naked" or "Root" domain. Cloud Run does not use CNAMEs for root domains. It uses A Records (IPv4) and AAAA Records (IPv6). Cloud Run will display a list of IP addresses. You need to add all of them to Namecheap. In Namecheap Advanced DNS, your list should look like the image above: 4 A Records: Host is @ , Values are the IPs ending in .32.21 , .34.21 , .36.21 , and .38.21 . 4 AAAA Records: Host is @ , Values are the long IPv6 addresses. Step 4: Don't Forget the www If you stop now, vibe-compose.com will work, but www.vibe-compose.com will crash. We need to map the subdomain too. Go back to Cloud Run Domain Mappings . Click Add Mapping again. Type www.vibe-compose.com . Google will tell you to add a CNAME. Back in Namecheap, add one final record: Type: CNAME Record Host: www Value: ghs.googlehosted.com. โ ๏ธ The "Gotcha": Many devs accidentally paste ghs.googlehosted.com into the "Host" field. Don't do that! The Host is www . If Namecheap adds a period at the end, that should be okay. Step 5: The spinning wheel of patience Once your DNS records are in, head back to the Cloud Run dashboard. You will see your domains listed with a yellow spinner or a green checkmark. What is happening now? DNS Propagation: Google is checking to see if Namecheap updated (can take 10 mins to 24 hours). Certificate Provisioning: Once DNS is found, Google automatically creates a managed SSL certificate for you. Conclusion Taking the extra 5 minutes to map a custom domain adds a massive layer of polish to your projects. Now, instead of sending people to burning-man-animal-cuddle , you can send them to vibe-compose.com . (Though, honestly, I'm going to miss the animal cuddles). Happy Coding! ๐ Top comments (8) Subscribe Personal Trusted User Create template Templates let you quickly answer FAQs or store snippets for re-use. Submit Preview Dismiss Collapse Expand Jenny Li Jenny Li Jenny Li Follow Mom to Penelope and Sky ๐ Parrot person ๐ฆ Joined Oct 14, 2025 • Dec 11 '25 Dropdown menu Copy link Hide This is super helpful, thanks! Also LOL to "Burning Man Animal Cuddle" Like comment: Like comment: 5 likes Like Comment button Reply Collapse Expand rokoss21 rokoss21 rokoss21 Follow Building FACET โ a deterministic AI language & ecosystem for next-gen agents, world engines and autonomous systems. Engineer, founder, systems thinker, creator of SINGULAR Engine. ๐ Email ecsiar@gmail.com Education Systems architecture & AI engineering (self-directed path) Pronouns he/him Work Founder, AI Systems Architect & Tooling Engineer Joined Dec 6, 2024 • Dec 16 '25 Dropdown menu Copy link Hide Really nice walkthrough. What I appreciate most is that this removes the โDNS anxietyโ factor by making each step explicit and verifiable. Custom domains are one of those things that feel trivial after youโve done them once, but are oddly opaque the first time โ especially the root vs www distinction and the mix of A/AAAA vs CNAME records. This guide makes those invisible constraints visible, which is exactly what good documentation should do. Also +1 for Cloud Run handling SSL automatically โ that small detail saves a surprising amount of cognitive overhead. Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand Art light Art light Art light Follow Trust yourself๐your capabilities are your true power. โคTelegram - โlighthouse4661 โคDiscord - โlighthouse4661 Email art.miclight@gmail.com Pronouns He/him Work CTO Joined Nov 21, 2025 • Dec 12 '25 Dropdown menu Copy link Hide Wow, this guide is super clear and helpful! I really appreciate how you broke everything down step-by-stepโIโm genuinely impressed and excited to try this out myself.โ Like comment: Like comment: 2 likes Like Comment button Reply Collapse Expand NorthernDev NorthernDev NorthernDev Follow Freelancing fullstack developer, solving problems. Want to work with me? Feel free to contact me. https://github.com/jakops88-hub https://memvault-demo-g38n.vercel.app/ Contact:nordicsecures@proton.me Location North Sweden Joined Nov 26, 2025 • Dec 12 '25 Dropdown menu Copy link Hide Great, thank you for sharing! Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand Francisco Francisco Francisco Follow ๐ป Software developer and โ Coffee Enthusiasts with experience in the ๐กtelecommunication and ๐คIoT industries, with interest in clean and impactful applications. Location ๐ฉ๐ช Education Msc. Information Engineer, Bsc. Telecommunications Engineering Work Software Engineer @GEA Joined Nov 14, 2025 • Dec 13 '25 Dropdown menu Copy link Hide super useful! I hope you have written this 2 month ago when I had to find out by myself how to do this :P Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand Khethelo Mafuleka Khethelo Mafuleka Khethelo Mafuleka Follow I build fast, maintainable web applications with a focus on clean architecture, performance and accessibility. I enjoy turning complex ideas into simple, reliable digital solutions. Email mkgithubcom@gmail.com Location South Africa Education Tswane University of Technology Pronouns He/Him Work Freelance Web Developer | Frontend & UI Specialist Joined Nov 17, 2025 • Dec 12 '25 Dropdown menu Copy link Hide i will try it Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand Hala Kabir Hala Kabir Hala Kabir Follow Young Hala Kabir a professional AI & Blockchain certified app and chatbot developer under parents supervision. completed ML & Nuts and bolts of machine learning from coursera. Location Pakistan Education Certified AI and Blockchain Professional Work Trying to be a CEO of my on software company...... Joined Dec 5, 2025 • Dec 13 '25 Dropdown menu Copy link Hide Love to learn more thanks for sharing amazing super helpful and prectical... Like comment: Like comment: 1 like Like Comment button Reply Some comments may only be visible to logged-in visitors. Sign in to view all comments. Code of Conduct • Report abuse Are you sure you want to hide this comment? It will become hidden in your post, but will still be visible via the comment's permalink . Hide child comments as well Confirm For further actions, you may consider blocking this person and/or reporting abuse Google AI Follow Making AI helpful for everyone. Ready to build with AI? More from Google AI Episode 3 of the AI Agent Bake Off: "Build a GTM Agent for Founders in 72 hours" # ai # agents # webdev # beginners Where we're going, we don't need chatbots: introducing the Antigravity IDE ๐ # programming # ai # productivity # webdev Your First AI Application is Easier Than You Think # ai # gemini # vertexai # beginners ๐ 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 โ 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 โ the open source software that powers DEV and other inclusive communities. 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Right menu Why Version Control Exists: The Pendrive Problem Subhrangsu Bera Subhrangsu Bera Subhrangsu Bera Follow Jan 12 Why Version Control Exists: The Pendrive Problem # vcs # git # github Comments Addย Comment 4 min read Seeking Peer Connections for CodeChat P2P Testing bingkahu bingkahu bingkahu Follow Jan 12 Seeking Peer Connections for CodeChat P2P Testing # watercooler # coding # github # gamedev Comments Addย Comment 2 min read AI-Powered Commit Message Generator with Sring Boot & Cerebras Deividas Strole Deividas Strole Deividas Strole Follow Jan 12 AI-Powered Commit Message Generator with Sring Boot & Cerebras # webdev # ai # github # springboot 1 ย reaction Comments Addย Comment 6 min read Connecting Your Computer to GitHub - Part One Sarah Bartley Dye Sarah Bartley Dye Sarah Bartley Dye Follow Jan 12 Connecting Your Computer to GitHub - Part One # git # github 1 ย reaction Comments Addย Comment 6 min read Building profiler0x0: An Arcade-Style GitHub Profile Analyzer That Doesn't Judge ackermannQ ackermannQ ackermannQ Follow Jan 12 Building profiler0x0: An Arcade-Style GitHub Profile Analyzer That Doesn't Judge # webdev # github # typescript # node Comments 2 ย comments 5 min read Inside Git: How It Really Works (With the .git Folder Explained) Subhrangsu Bera Subhrangsu Bera Subhrangsu Bera Follow Jan 12 Inside Git: How It Really Works (With the .git Folder Explained) # git # github # development # tooling 1 ย reaction Comments Addย Comment 4 min read I let an AI with "20 years experience" architect my project and it was a disaster bingkahu bingkahu bingkahu Follow Jan 12 I let an AI with "20 years experience" architect my project and it was a disaster # github # opensource # ai # programming 2 ย reactions Comments Addย Comment 1 min read Trimming Toil: Automating Repetitive Development Tasks Anthony Barbieri Anthony Barbieri Anthony Barbieri Follow Jan 11 Trimming Toil: Automating Repetitive Development Tasks # automation # devops # github # productivity Comments Addย Comment 2 min read What should 2.0.10 have been in PWin11 Tweaker? 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Here's What I Learned... Subatomicbread Subatomicbread Subatomicbread Follow Jan 9 I Built an AI README Generator! Here's What I Learned... # webdev # programming # github # ai 1 ย reaction Comments Addย Comment 2 min read loading... trending guides/resources Raptor Mini: GitHub Copilotโs New Code-First AI Model That Developers Shouldnโt Ignore I Built a Tool to Stop Wasting Time on Toxic Open Source Projects How I Taught GitHub Copilot Code Review to Think Like a Maintainer Soโฆ what is GitHub Copilotโs "Raptor mini"and why should devs care? 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https://devblogs.microsoft.com/visualstudio/exception-helper-rethrown-exceptions/ | Exception Helper โ Rethrown Exceptions - Visual Studio Blog Skip to main content Microsoft Dev Blogs Dev Blogs Dev Blogs Home Developer Microsoft for Developers Visual Studio Visual Studio Code Develop from the cloud All things Azure Xcode DevOps Windows Developer ISE Developer Azure SDK Command Line Aspire Technology DirectX Semantic Kernel Languages C++ C# F# TypeScript PowerShell Team Python Java Java Blog in Chinese Go .NET All .NET posts .NET Aspire .NET MAUI AI ASP.NET Core Blazor Entity Framework NuGet Servicing .NET Blog in Chinese Platform Development #ifdef Windows Microsoft Foundry Azure Government Azure VM Runtime Team Bing Dev Center Microsoft Edge Dev Microsoft Azure Microsoft 365 Developer Microsoft Entra Identity Developer Old New Thing Power Platform Data Development Azure Cosmos DB Azure Data Studio Azure SQL OData Revolutions R Unified Data Model (IDEAs) Microsoft Entra PowerShell More Search Search No results Cancel Dev Blogs Visual Studio Blog Exception Helper โ Rethrown Exceptions April 28th, 2020 0 reactions Exception Helper โ Rethrown Exceptions Andy Sterland Principal PM Manager Show more Ever had a bug in an async method that caused an exception? Been frustrated that the debugger doesn’t show you where that exception happened? Or been frustrated when looking at an exception that has an inner exception, but the debugger doesn’t easily show you where that exception was from? Starting from the Visual Studio 2019 16.5 release, the exception helper now contains the original call stack for a rethrown exception. This helps you get to the root cause in your code of any rethrown exceptions. This is especially helpful in the case of async exceptions, which are caught and then re-thrown by framework code. The screenshot above is taken from a simple program thatโs using the โawaitโ pattern with break on thrown exceptions turned off. static async Task Main(string[] args) { ย ย await a(); } async static Task<string> a() { ย ย return await b(); } async static Task<string> b() { ย ย return await c(); } async static Task<string> c() { ย ย string s = null; ย ย return await Task<string>.FromResult(s.ToLower()); } In the example the exception is thrown at s.ToLower() and exception becomes unhandled at await a() and because of how await works in C# that is where the debugger stops. Unfortunately, all the useful information is back in the function c . Now with the changes in Visual Studio 2019 16.5 you can see the call stack from where the exception was originally thrown in the exception helper (screenshot below). You can click on each of the Program.cs links and navigate to the source location at the top of the call stack, inside ConsoleApp5.Program.c() in this case, and then set a breakpoint to be hit next time you run the scenario. Then when the breakpoint is hit you will be stopped at the location where the exception originated and where you probably want to debug further and potentially make changes to fix the issue. While you can navigate to the right source code with this feature, you canโt use watches to inspect the state of the application exactly as it was when the exception was initially thrown. This is simply because other code has run since then, which could have changed the state of the application. However, if you are using Visual Studio Enterprise using Visual Studio 2019 Enterprise there is another option, IntelliTrace. IntelliTrace With IntelliTrace VS will capture state from your application at certain points, including when exceptions are thrown, and you can go back and inspect that previous state. The easiest way to do this is to look at the Events tab of the diagnostic tools window (it pops up on the right when you F5). In the events tab youโll see an event for each exception. In this async example each one of the async methods has a corresponding thrown and caught exception event. If you click on any of them IntelliTrace will take the debugger back to that point in time and you can use the watch windows to inspect the state as it was. With most exceptions you probably want to go to the first instance as thatโs where it was first thrown. Itโs worth mentioning that not all the state is captured for every exception. Things such as the locals and parameters are, but if you were to enter new expression in the watch window it might not evaluate. If you want to capture all the state of the application, you should enable the IntelliTrace Snapshots feature. You can do that by going to Tools Options -> IntelliTrace and enabling โIntelliTrace snapshots (managed and native)โ as shown below. With IntelliTrace Snapshots the entire state of the application is captured, and you can inspect anything in the application via the locals and watch windows. There are more details in our docs at https://docs.microsoft.com/en-us/visualstudio/debugger/view-historical-application-state?view=vs-2019 . Conclusion Debugging async code is challenging and something that we are committed to improving the experience of in Visual Studio. This feature is a small step on a path to improving that experience. We have more in mind for the future and would love your feedback, and to hear about the challenges you face and how features like this and others may help or not. If youโre interested in taking part in customer research feel out the survey at https://www.research.net/r/3WNNWV8 . You can also reach out to me on twitter at @andysterland . Last, but not least, please suggest and vote on features over on Developer Community at https://developercommunity.visualstudio.com/content/idea/post.html?space=8 . Look forward to hearing your feedback! 0 3 0 Share on Facebook Share on X Share on Linkedin Copy Link --> Category Visual Studio Topics Debugging and Diagnostics Diagnostics exception Share Author Andy Sterland Principal PM Manager PM lead for the diagnostic tools in Visual Studio, I build tools to help developers fix stuff and be awesome. 3 comments Discussion is closed. Login to edit/delete existing comments. Code of Conduct Sort by : Newest Newest Popular Oldest Oleksandr Liakhevych --> Oleksandr Liakhevych --> April 30, 2020 0 --> Collapse this comment --> Copy link --> --> --> --> Nice addition, thanks! Still, would be really great if VS would break where the original exception is thrown (in this case – method `c()`), not where it is awaited. I understand that technically exception is handled, but that’s doesn’t make life easier. Sergey Benzenko --> Sergey Benzenko --> April 29, 2020 0 --> Collapse this comment --> Copy link --> --> --> --> Is it available in version 16.5? I have Microsoft Visual Studio Professional 2019 Version 16.5.4 and I can’t find neither the original call stack in exception helper, nor the IntelliTrace tool. Lukรกลก Jurฤรญk --> Lukรกลก Jurฤรญk --> May 13, 2020 0 --> Collapse this comment --> Copy link --> --> --> --> IntelliTrace is available in Visual Studio Enterprise edition, but not in the Visual Studio Professional or Community editions. See: https://docs.microsoft.com/en-us/visualstudio/debugger/intellitrace-features?view=vs-2019 Read next April 30, 2020 Introducing Visual Studio Codespaces: cloud-hosted development for wherever youโre working Nik Molnar May 4, 2020 Student Spotlight: Outside the Fox thinking outside of the box Abdullah Hamed Stay informed Get notified when new posts are published. Email * Country/Region * Select... United States Afghanistan ร
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https://buildwithfern.com/learn/docs/content/components/overview | Components overview | Fern Documentation Search / Ask AI Slack community Log in Book a demo Getting started Overview How it works Quickstart Project structure Customer showcase Changelog Configuration Site-level settings Navigation Tabs and tab variants Versions Products Changelog pages Page-level settings Writing content Markdown basics Rich media in Markdown Components Fern Editor Reusable snippets Custom React components AI features Overview Fern Writer AI-generated examples llms.txt MCP server for your site Ask Fern Preview & publish Customization Accessibility API references SEO & GEO Authentication Security Self-hosted Analytics & integrations Developer tools Public API GET JWT from Fern API key GET Algolia search credentials GET Current user information Fern Writer API GET Get Fern Writer Install Link Light Writing content Components Components overview Ask a question | Copy page | View as Markdown | More actions Fern includes 24 built-in components for creating interactive documentation. Select a component below to view usage examples and configuration options. Accordion Expandable sections for FAQs and collapsible content Anchor Linkable anchors for paragraphs, tables, and other content Aside Sticky container for content positioned to the right of the page Badge Small labels for status, versions, and metadata Button Interactive button component with multiple variants and intents Callout Highlighted boxes for important information, warnings, and tips Card Visually distinct box with optional icons and links Code block Code examples with syntax highlighting and interactive features Copy Make text copyable with a click-to-copy button Download Download PDFs and other assets Endpoint request snippet Endpoint request snippets from your API Reference Endpoint response snippet Endpoint response snippets from your API Reference Endpoint schema snippet Endpoint schema snippets from your API Reference Files Display interactive file tree structures with expandable folders Frame Container for images with optional captions and backgrounds Icon Font Awesome icons for visual elements Indent Visual hierarchy with indentation and guide lines for nested content Parameter field API parameter documentation with consistent formatting Runnable endpoint Interactive request builder for testing API endpoints Step Sequenced instructions with automatic numbering and anchor links Table Display data in rows and columns with optional sticky headers Tab Tabbed interface for organizing related content Tooltip Additional information displayed on hover Versions Display different content based on version selection Was this page helpful? 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| 2026-01-13T08:48:14 |
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ใไผๆฅญใใณใฉใใฌใผใใใ้ฉๆฐใใใปใญใฅใขใซใฝใใใฆใงใข้็บใ้ฒใใๅใไธใใพใใAIใๆดป็จใใใใผใซใ็ตใฟ่พผใฟใฎใปใญใฅใชใใฃใในใใใใใฆใทใผใ ใฌในใช้ฃๆบๆฉ่ฝใซใใใๆๅใฎใณใใใใใใจใณใฟใผใใฉใคใบ้็บใพใงใใใผใ ใใตใใผใใใพใใ 30ๆฅ้็กๆใ่ฉฆใใ้ๅง ๅถๆฅญใธๅๅใ What is GitHub? Fortune 100 ใซใฉใณใฏใคใณใใฆใใไผๆฅญใฎ 90% ไปฅไธใใใใฆ 1 ๅ 5,000 ไธไบบใ่ถ
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ใ GitHub ใๅฉ็จใใฆในใฑใผใฉใใซใงไฟก้ ผๆงใฎ้ซใใปใญใฅใขใชใฝใชใฅใผใทใงใณใใใใใ่ฆๆจกใฎใใผใ ใซๆไพใใฆใใพใใ ้็บ่
ใใกใผในใ: ้็บ่
ๅใใซ่จญ่จใใใ GitHub ใฏใใใในใใผใใง่ฟ
้ใใใคใปใญใฅใขใชใใผใ ใฏใผใฏใๅฎ็พใใใทใผใ ใฌในใชใณใฉใใฌใผใทใงใณใใผใซใๆไพใใพใใ Enterprise ใฐใฌใผใ: GitHub Enterprise ใฏใใใผใ ใฎ่ฆๆจกใซๅฟใใฆๅฟ
่ฆใชใใใฉใผใใณในใจใปใญใฅใชใใฃใๆไพใใ็ต็นใฎๆ้ทใซๅใใใฆในใฑใผใซใใพใใ AI ๆฏๆด: GitHub Copilot ใๆดป็จใใใใจใงใใฟในใฏใฎ่ชๅๅใใใณใณใใญในใ่ช่ญๅใฎในใใผใใชใณใผใๆๆกใซใใใ็็ฃๆงใๅไธใใใใใจใใงใใพใใ Logos for Fidelity Shopify Mercedes Benz American Airlines Adobe Ford Vodafone Spotify Home Depot Fidelity Shopify Mercedes-Benz American Airlines Adobe Ford Vodafone Spotify Home Depot Fidelity Shopify Mercedes-Benz American Airlines Adobe Ford Vodafone Spotify Home Depot ใๅฎขๆงใจใจใใซๆ้ทใใ้็บ่
ใใฉใใใใฉใผใ ๅฐ่ฆๆจกใชในใฟใผใใขใใใงใใใใฐใญใผใใซไผๆฅญใงใใใใซ้ขไฟใชใใGitHubใฏใๅฎขๆงใจใจใใซๆ้ทใใใใใซ่จญ่จใใใฆใใพใใใใฎใใฉใใใใฉใผใ ใฏใใๅฎขๆงใฎใใผใบใซๅใใใฆ้ฉๅฟใใ็ต็นใๆกๅคงใใฆใใใใใฉใผใใณในใใปใญใฅใชใใฃใใณใฉใใฌใผใทใงใณใฎใใใใๅฆฅๅใใๅฟ
่ฆใใชใใใใซๆฏๆดใใพใใ GitHub Enterprise ใซใคใใฆ็ฅใ ใซในใฟใใคใบๅฏ่ฝใชใฏใผใฏใใญใผ GitHubย Actionsใงใฏใผใฏใใญใผใใซในใฟใใคใบใใย ๆขๅญใฎใใผใซใจใทใผใ ใฌในใซ็ตฑๅใงใใพใใ GitHub Actionsใซใคใใฆ่ฉณใใๅญฆใถ ใปใญใฅใชใใฃใๅคง่ฆๆจกใซๅฐๅ
ฅ GitHubใฎไธๅ
็ใชใขใฏใปใน็ฎก็ใจใณใณใใฉใคใขใณในย ใใผใซใซใใฃใฆใณใผใใจใใผใฟใฎๅฎๅ
จใ็ขบๅฎใซ็ถญๆใใใใใชใใพใใ GitHub Securityใซใคใใฆ็ฅใ ใณใผใใฏ่ชๅใงใณใณใใญใผใซใใ GitHubย Enterpriseย Cloudใงใณใผใใฎไฟ็ฎกๅ ดๆใๆฑบๅฎใงใใใจๅๆใซใSaaSใฎใขใธใชใใฃใจEnterpriseใฐใฌใผใใฎใฌใใใณในใ็ขบไฟใใใปใญใฅใชใใฃใใณใณใใฉใคใขใณในใในใฑใผใฉใใชใใฃใๅฎ็พใงใใพใใ ใใผใฟใฌใธใใณใทใผใฎ่ฉณ็ดฐใฏใใกใ 55% GitHubย Copilotใซใใฃใฆๅฎ็พใใใใณใผใใฃใณใฐใฎ้ซ้ๅ็ 80% ้็บ่
ใฎใชใณใใผใใฃใณใฐใซใใใๆ้ใฎ็ญ็ธฎ็ $320ไธ ่ชๅๅใง้็บ่
ใฎใชใณใใผใใฃใณใฐย ใใฌใผใใณใฐๆ่ฆๆ้ใ็ญ็ธฎใใใใใจใซใใๅๆธ้ก 75% ใใผใซใจใณใผใใคใณใใฉในใใฉใฏใใฃใฎ็ฎก็ใซ่ฒปใใใใๆ้ใฎๆนๅ็ SDLCๅ
จไฝใซใใใใปใญใฅใชใใฃ ๅพไปใใงใฏใชใใ้็บใซ็ตใฟ่พผใพใใใขใใชใฑใผใทใงใณใปใญใฅใชใใฃใงใ่ๅผฑๆงใๆฌ็ช็ฐๅขใซๅฝฑ้ฟใไธใใๅใซไฟฎๆญฃใใใณในใใฎใใใไพตๅฎณใฎใชในใฏใไฝๆธใใพใใ GitHub Advanced Securityใซใคใใฆ็ฅใ ใณใผใใฎใปใญใฅใชใใฃ GitHub Copilotย Autofixใงๆฝๅจ็ใช่ๅผฑๆงใใฌใใฅใผใไฟฎๆญฃๆๆกใซใใไฟฎๅพฉใๅ ้ๅใใใใปใญใฅใชใใฃๆ
ๅขใๅผทๅใใพใใใใ GitHub Copilot Autofixใซใคใใฆ่ฉณใใๅญฆใถ ใทใผใฏใฌใใไฟ่ญท ใทใผใฏใฌใใใใชใใธใใชใซๅถ็บ็ใซๅ
ฌ้ใใใชใใใใซใใใใจใงใทใผใฏใฌใใใฎใปใญใฅใชใใฃใ็ขบๅฎใซ็ถญๆใใพใใ GitHub Secret Protectionใฎ่ฉณ็ดฐใฏใใกใ ใตใใฉใค ใใงใผใณ ใปใญใฅใชใใฃ ใณใผใใฎไธๆตใฎไพๅญ้ขไฟใ่ฆ่ฆๅใใใไฟ่ญทใใไฟฎๅพฉใใพใใ GitHubใตใใฉใค ใใงใผใณ ใปใญใฅใชใใฃใซใคใใฆ็ฅใ 3ๅ GitHub Copilotย Autofixใซใใไฟฎๅพฉ้ซ้ๅใฎๅนณๅ 28ๅ ่ๅผฑๆงใฎๆคๅบใใไฟฎๅพฉๆๅใพใงใฎๆ้ 440ไธ 2024ๅนดใซGitHubใๆผๆดฉใ้ฒใใ ใทใผใฏใฌใใใฎๆฐ ๅ
ๆฌ็ใชใใฉใใใใฉใผใ ใง ้ซใใใฉใผใใณในใฎใใผใ ใๅฎ็พ GitHubใฏใไธ็ใใใ้ใใใใในใใผใใซใใใๅฎๅ
จใซใฝใใใฆใงใขใ้็บใใๅ ดๆใงใใAIใใคใใฃใใชใใฉใใใใฉใผใ ใใทใผใ ใฌในใช่ชๅๅใใใใฆใใคใฆใชใใปใฉใฎๆง็ฏใๆกๅผตใ้ฉๆฐใๆฏๆดใใCI/CDใฏใผใฏใใญใผใงใใใผใ ใฎๆฝๅจ่ฝๅใๆๅคง้ใซๅผใๅบใใพใใ CI/CD ใฝใชใฅใผใทใงใณใซใคใใฆ็ฅใ ใฏใผใฏใใญใผใฎในใใผใใไธใใใใใซใใใฏใๆ้คใใ GitHubย Copilotใ็ใใใฆใฟในใฏใ่ชๅๅใใใณใผใๅ่ณชใๅผทๅใใ็็ฃๆงใ้ฃ่บ็ใซ้ซใใพใใใใๆจๅฅจไบ้
ใๆดป็จใใใใจใงใใใใซใฏใชใผใณใชใณใผใใใใฃใจ่ฟ
้ใซ่จ่ฟฐใใใใๅคใใฎใใจใใใใซ็ญใๆ้ใง้ๆใงใใพใใ GitHub Copilotใฎ่ฉณ็ดฐใฏใใกใ ใใผใ ใฎใณใฉใใ็ฐกๅใซ ใใซใชใฏใจในใใใใใญใธใงใฏใ ใใผใใซ่ณใใพใงใGitHubใฎใใผใซใงใณใฉใใฌใผใทใงใณใๅ็ๅใใใ่ชๅๅใง่ฒ ๆ
ใ่ปฝๆธใใพใใใใผใ ใฎ่ถณไธฆใฟใๆใใๆๅไฝๆฅญใๆธใใใๅชใใใฝใใใฆใงใขใฎๆง็ฏใซ้ไธญใใพใใใย ใ GitHub Issuesใซใคใใฆ่ฉณใใๅญฆใถ ใใในใใผใใซใใใฃใจ่ฟ
้ใซใใฝใใใฆใงใขใๆง็ฏใ้ฉๆฐใ้ฒใใ GitHubใฏใใใในใใผใใซใใใฃใจๆฉใไปไบใใใใใใฎๆฐใใชๆนๆณใๆๆกใใพใใAIใๆฏๆดใใใใผใซใใจใผใธใงใณใใฃใใฏ ใชใผใใกใผใทใงใณใๅฉ็จใใฆๅๅพฉใฟในใฏใๆธใใใใใญใผใฎ็ถๆ
ใ็ถญๆใงใใใใใในใใผใใจๆๆใฎใใใฝใใใฆใงใขใฎๆชๆฅใๅ
ทไฝๅใงใใพใใ GitHub Copilotใจใผใธใงใณใ ใขใผใใซใคใใฆ็ฅใ โ GitHub CopilotใCodespacesใGitHub IssuesใGitHub ActionsใใใใฆDependabotใGitHubใฏใ็งใใกใฎ้็บใซใใใๅฎๅฎใฎไธญๅฟใงใใGitHubใฎใใใใงใ้็บใฎ้ๅบฆใๅไธใใๅธๅ ดๆๅ
ฅใพใงใฎๆ้ใ็ญ็ธฎใงใใพใใใ Luigi Ungaro Amplifon็คพ ใฐใญใผใใซ ใจใณใธใณ้็บ่
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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 Git Follow Hide Software for tracking changes in any set of files, usually used for coordinating work among programmers collaboratively developing source code during software development. Create Post Older #git posts 1 2 3 4 5 6 7 8 9 โฆ 75 โฆ 335 Posts Left menu ๐ Sign in for the ability to sort posts by relevant , latest , or top . Right menu Why Version Control Exists: The Pendrive Problem Subhrangsu Bera Subhrangsu Bera Subhrangsu Bera Follow Jan 12 Why Version Control Exists: The Pendrive Problem # vcs # git # github Comments Addย Comment 4 min read Connecting Your Computer to GitHub - Part One Sarah Bartley Dye Sarah Bartley Dye Sarah Bartley Dye Follow Jan 12 Connecting Your Computer to GitHub - Part One # git # github 1 ย reaction Comments Addย Comment 6 min read Inside Git: How It Really Works (With the .git Folder Explained) Subhrangsu Bera Subhrangsu Bera Subhrangsu Bera Follow Jan 12 Inside Git: How It Really Works (With the .git Folder Explained) # git # github # development # tooling 1 ย reaction Comments Addย Comment 4 min read Writing a Novel the Developer Way Burve (Burve Story Lab) Burve (Burve Story Lab) Burve (Burve Story Lab) Follow Jan 12 Writing a Novel the Developer Way # writing # git # vscode # markdown Comments Addย Comment 7 min read Putting the CD Back into CI/CD: A Guide to Continuous Deployment Audacia Audacia Audacia Follow Jan 12 Putting the CD Back into CI/CD: A Guide to Continuous Deployment # devops # cicd # git # software Comments Addย Comment 7 min read Inside Git: How It Works and the Role of the `.git` Folder Umar Hayat Umar Hayat Umar Hayat Follow Jan 12 Inside Git: How It Works and the Role of the `.git` Folder # git # beginners # tutorial # learning 1 ย reaction Comments Addย Comment 4 min read Why Version Control Exists: The Pen Drive Problem Anoop Rajoriya Anoop Rajoriya Anoop Rajoriya Follow Jan 12 Why Version Control Exists: The Pen Drive Problem # git # beginners # webdev # programming Comments Addย Comment 3 min read ๐ค I Got Tired of Typing Git Commandsโฆ So I Built My Own One-Command Git Tool in Python Aegis-Specter Aegis-Specter Aegis-Specter Follow Jan 12 ๐ค I Got Tired of Typing Git Commandsโฆ So I Built My Own One-Command Git Tool in Python # showdev # automation # git # python Comments Addย Comment 2 min read # Inside Git: How It Works and the Role of the `.git` Folder saiyam gupta saiyam gupta saiyam gupta Follow Jan 10 # Inside Git: How It Works and the Role of the `.git` Folder # architecture # beginners # git 1 ย reaction Comments Addย Comment 3 min read Inside Git: How its works and the role of the .git folder Debashis Das Debashis Das Debashis Das Follow Jan 10 Inside Git: How its works and the role of the .git folder # git # beginners # tutorial # architecture Comments Addย Comment 3 min read AWS VPC Peering Using Terraform: A Complete Multi-Region Hands-On Guide Amit Kushwaha Amit Kushwaha Amit Kushwaha Follow Jan 10 AWS VPC Peering Using Terraform: A Complete Multi-Region Hands-On Guide # devops # aws # cloud # git Comments Addย Comment 8 min read # Why Version Control Exists: The Pendrive Problem saiyam gupta saiyam gupta saiyam gupta Follow Jan 10 # Why Version Control Exists: The Pendrive Problem # beginners # git # softwaredevelopment 1 ย reaction Comments Addย Comment 2 min read What's Inside the .git Folder? Satpalsinh Rana Satpalsinh Rana Satpalsinh Rana Follow Jan 9 What's Inside the .git Folder? # git Comments Addย Comment 5 min read GitHub's December 2025 - January 2026: The Ships That Matter Andrea Liliana Griffiths Andrea Liliana Griffiths Andrea Liliana Griffiths Follow Jan 8 GitHub's December 2025 - January 2026: The Ships That Matter # git # github # webdev # ai Comments Addย Comment 4 min read The Commit Message Comedy Club: Drop your funniest "git commit -m" lines Mehmet Bulat Mehmet Bulat Mehmet Bulat Follow Jan 8 The Commit Message Comedy Club: Drop your funniest "git commit -m" lines # jokes # community # devbugsmash # git Comments Addย Comment 1 min read Zero-Friction Database Branching with Neon, Git Hooks, and Claude Code Eugene Oleinik Eugene Oleinik Eugene Oleinik Follow Jan 8 Zero-Friction Database Branching with Neon, Git Hooks, and Claude Code # postgres # neon # git # ai Comments Addย Comment 4 min read Why Version Control Exists: The Pendrive Problem Debashis Das Debashis Das Debashis Das Follow Jan 8 Why Version Control Exists: The Pendrive Problem # beginners # git # softwaredevelopment Comments Addย Comment 3 min read Stop Manual Deploys: A 5-Minute Guide to GitHub Actions in 2026 Meena Nukala Meena Nukala Meena Nukala Follow Jan 7 Stop Manual Deploys: A 5-Minute Guide to GitHub Actions in 2026 # github # git # githubactions # guide Comments Addย Comment 2 min read Automate Your GitHub Workflow with Gemini CLI Daniel Gwerzman Daniel Gwerzman Daniel Gwerzman Follow for Google Developer Experts Jan 11 Automate Your GitHub Workflow with Gemini CLI # ai # geminicli # git # gemini 11 ย reactions Comments 1 ย comment 6 min read Git Merge Tools That Work Well with GitHub Yeahia Sarker Yeahia Sarker Yeahia Sarker Follow Jan 6 Git Merge Tools That Work Well with GitHub # git # github # productivity # tooling Comments Addย Comment 2 min read What is Git and GitHub? Gm Aravind Gm Aravind Gm Aravind Follow Jan 5 What is Git and GitHub? # git # github # programming # beginners Comments Addย Comment 2 min read How to Use Git Unstash Without Losing Work Yeahia Sarker Yeahia Sarker Yeahia Sarker Follow Jan 5 How to Use Git Unstash Without Losing Work # git # productivity # tutorial Comments Addย Comment 2 min read Deploying An Eleventy Site to NeoCities with GitLab CI/CD Brennan K. Brown Brennan K. Brown Brennan K. Brown Follow Jan 4 Deploying An Eleventy Site to NeoCities with GitLab CI/CD # cicd # webdev # bash # git Comments Addย Comment 6 min read Git for Beginners: Basics and Essential Commands Abhimanyu Kumar Abhimanyu Kumar Abhimanyu Kumar Follow Jan 4 Git for Beginners: Basics and Essential Commands # webdev # programming # git # github Comments Addย Comment 3 min read How to Setup an LLM Model Locally on Your Machine (Linux) Ganesh Kumar Ganesh Kumar Ganesh Kumar Follow Jan 5 How to Setup an LLM Model Locally on Your Machine (Linux) # git 15 ย reactions Comments Addย Comment 3 min read loading... trending guides/resources Top 10 Productivity Hacks Every Developer Should Know ๐ How to Stop Your AI Agent From Making Unwanted Code Changes Git Worktrees: The Power Behind Cursorโs Parallel Agents Solving Git Authentication Failures: "Password authentication is not supported" Error ๐ Introduction to Git Worktree (With Oh My Zsh Aliases) ๐ค๐คHow to run AI in parallel easily and for free (Git Worktree Runner)๐ง ๐ง First steps towards Codeberg If You Think YOUR Commit Messages Are Bad, Just Waitโฆ I Built a CLI Tool to Make Git Worktree Enjoyable Fixing Common Git Lock Errors: Understanding and Recovering from .git/index.lock How to Check the Number of Lines Changed in Your Current Git Branch Compared to Main A Better Way to Run Git Worktrees Finally! Supercharge Your AI Coding Workflow: A Complete Guide to Git Worktrees with Claude Code I spent years mastering Git, then Lazygit made me faster in a week. How to Verify Your Git Commits with GPG: A Step-by-Step Guide Automatically switching Git Identities and SSH Keys on the same machine Gitlogue: Turning Your Commit History into a Cinematic Terminal Experience Why You Should Care About Pre-Commit Hooks (and How Husky Makes It Easier) My Current Tech Stack in 2026 I Looked Inside .git and You Won't Believe What I Found (Actually, You Will,cos It's Fascinating) ๐ 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 โ 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 โ the open source software that powers DEV and other inclusive communities. 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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 # backend Follow Hide Desenvolvimento do lado do servidor, APIs, bancos de dados e logica de negocios. Create Post Older #backend posts 5 6 7 8 9 10 11 12 13 Posts Left menu ๐ Sign in for the ability to sort posts by relevant , latest , or top . Right menu WebForms.php has been Updated to WebForms Core 2 Elanat Framework Elanat Framework Elanat Framework Follow Dec 26 '25 WebForms.php has been Updated to WebForms Core 2 # php # laravel # backend # webformscore Comments Addย Comment 3 min read ๐ง Going Full Stack: Building the Backend & REST API Karan Karan Karan Follow Dec 26 '25 ๐ง Going Full Stack: Building the Backend & REST API # mongodb # express # backend # restapi 1 ย reaction Comments Addย Comment 2 min read Consultas geoespaciais com PostGIS Lucas Pereira de Souza Lucas Pereira de Souza Lucas Pereira de Souza Follow Dec 25 '25 Consultas geoespaciais com PostGIS # database # backend # postgres # tutorial Comments Addย Comment 8 min read The DSA Dependency Graph: A Logical Roadmap from Arrays to DP shubham khatik shubham khatik shubham khatik Follow Dec 25 '25 The DSA Dependency Graph: A Logical Roadmap from Arrays to DP # dsa # beginners # backend # webdev Comments Addย Comment 2 min read [System Design] Why Is Your App "Overselling"? A Founder's First Lesson in Concurrency AaronWuBuilds AaronWuBuilds AaronWuBuilds Follow Jan 9 [System Design] Why Is Your App "Overselling"? A Founder's First Lesson in Concurrency # systemdesign # startup # webdev # backend Comments Addย Comment 4 min read ๐ My Spring Boot App Kept Crashingโฆ Until I Fixed Exception Handling Shashwath S H Shashwath S H Shashwath S H Follow Jan 8 ๐ My Spring Boot App Kept Crashingโฆ Until I Fixed Exception Handling # springboot # backend # java # exceptionhandling 2 ย reactions Comments 4 ย comments 2 min read What Did 2025 Bring Us, and What Trends Lie Ahead? OneEntry OneEntry OneEntry Follow Dec 25 '25 What Did 2025 Bring Us, and What Trends Lie Ahead? # productivity # webdev # frontendchallenge # backend Comments Addย Comment 5 min read Routing with Controllers, Schemas & Auto Docs | Build APIs with Litestar #2. Ssali Jonathan Ssali Jonathan Ssali Jonathan Follow Dec 25 '25 Routing with Controllers, Schemas & Auto Docs | Build APIs with Litestar #2. # python # api # backend # litestar Comments Addย Comment 1 min read Chatbot Token Management: Optimize OpenAI API Costs Chatboq Chatboq Chatboq Follow Dec 25 '25 Chatbot Token Management: Optimize OpenAI API Costs # typescript # prisma # node # backend 1 ย reaction Comments Addย Comment 7 min read I Spent Years as a Backend Engineer With Almost No Work Keval Rakholiya Keval Rakholiya Keval Rakholiya Follow Dec 24 '25 I Spent Years as a Backend Engineer With Almost No Work # backend # productivity Comments Addย Comment 2 min read Next.js for Backend Developers: Understanding the App Router Without the Hype prateekshaweb prateekshaweb prateekshaweb Follow Dec 25 '25 Next.js for Backend Developers: Understanding the App Router Without the Hype # nextjs # javascript # architecture # backend Comments Addย Comment 3 min read Designing a dispute-resolution state machine for adversarial user outcomes azender1@yahoo.com azender1@yahoo.com azender1@yahoo.com Follow Dec 28 '25 Designing a dispute-resolution state machine for adversarial user outcomes # discuss # backend # architecture Comments Addย Comment 1 min read I Added Koa Support to My Universal Boilerplate (And It Was Tricky) Adam Golan Adam Golan Adam Golan Follow Dec 24 '25 I Added Koa Support to My Universal Boilerplate (And It Was Tricky) # backend # koa # architecture # typescript Comments Addย Comment 2 min read EP 6 - Don't Kill Flaky APIs: The Art of Resilient Retries Hrishikesh Dalal Hrishikesh Dalal Hrishikesh Dalal Follow Dec 28 '25 EP 6 - Don't Kill Flaky APIs: The Art of Resilient Retries # backend # sre # webdev Comments Addย Comment 1 min read GO-FaaS (v0.4.0): Serverless function runtime ้ฑๆฌๅน Pardn Chiu ้ฑๆฌๅน Pardn Chiu ้ฑๆฌๅน Pardn Chiu Follow Dec 28 '25 GO-FaaS (v0.4.0): Serverless function runtime # backend # go # pardnchiu Comments Addย Comment 1 min read Integrating Resend with React Email in a Better T Stack Monorepo (Next JS & Hono backend with Better Auth) Reuben Wedson Reuben Wedson Reuben Wedson Follow Dec 24 '25 Integrating Resend with React Email in a Better T Stack Monorepo (Next JS & Hono backend with Better Auth) # react # typescript # backend # resend 2 ย reactions Comments Addย Comment 4 min read Chatbot Queue Management: RabbitMQ vs Apache Kafka Chatboq Chatboq Chatboq Follow Dec 24 '25 Chatbot Queue Management: RabbitMQ vs Apache Kafka # api # backend # architecture # systemdesign Comments Addย Comment 9 min read Comunidades de desenvolvedores (JavaScript,TypeScript) Lucas Pereira de Souza Lucas Pereira de Souza Lucas Pereira de Souza Follow Dec 24 '25 Comunidades de desenvolvedores (JavaScript,TypeScript) # community # backend # node # javascript Comments Addย Comment 6 min read Redis Threading Model: Why โSingle-Threadedโ Is Misunderstood Ricky512227 Ricky512227 Ricky512227 Follow Dec 24 '25 Redis Threading Model: Why โSingle-Threadedโ Is Misunderstood # backend # redis # performance # threrading Comments Addย Comment 3 min read Why I Cache External API Data Instead of Calling It Every Time yusuf yonturk yusuf yonturk yusuf yonturk Follow Dec 25 '25 Why I Cache External API Data Instead of Calling It Every Time # backend # api # architecture # performance Comments Addย Comment 2 min read What is Nginx? Moein Kia Moein Kia Moein Kia Follow Dec 24 '25 What is Nginx? # nginx # devops # backend # webserver 1 ย reaction Comments Addย Comment 11 min read GO-FaaS (v0.4.0): ่ช้จ็ฝฒ FaaS ็ณป็ตฑ ้ฑๆฌๅน Pardn Chiu ้ฑๆฌๅน Pardn Chiu ้ฑๆฌๅน Pardn Chiu Follow Dec 28 '25 GO-FaaS (v0.4.0): ่ช้จ็ฝฒ FaaS ็ณป็ตฑ # backend # go # pardnchiu Comments Addย Comment 1 min read How to Change a Column Datatype Without Affecting Existing Users Postgresql ISRAEL ISRAEL ISRAEL Follow Dec 23 '25 How to Change a Column Datatype Without Affecting Existing Users Postgresql # postgres # node # backend # database Comments Addย Comment 3 min read Abstract Repository Combining Two/Multiple Repositories (OrderDocumentRepo) Akkarapon Phikulsri Akkarapon Phikulsri Akkarapon Phikulsri Follow Jan 8 Abstract Repository Combining Two/Multiple Repositories (OrderDocumentRepo) # architecture # backend # design Comments Addย Comment 1 min read Medical Service API - v1.0 Alexander Attoh Alexander Attoh Alexander Attoh Follow Dec 23 '25 Medical Service API - v1.0 # api # backend # java Comments Addย Comment 5 min read loading... ๐ 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 โ 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 โ the open source software that powers DEV and other inclusive communities. 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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 Career Follow Hide This tag is for anything relating to careers! Job offers, workplace conflict, interviews, resumes, promotions, etc. Create Post submission guidelines All articles and discussions should relate to careers in some way. Pretty much everything on dev.to is about our careers in some way. Ideally, though, keep the tag related to getting, leaving, or maintaining a career or job. about #career A career is the field in which you work, while a job is a position held in that field. Related tags include #resume and #portfolio as resources to enhance your #career Older #career posts 77 78 79 80 81 82 83 84 85 Posts Left menu ๐ Sign in for the ability to sort posts by relevant , latest , or top . Right menu Guess The Graph ๐น โ> A Gameified Way to Learn Data Visualization WLH Challenge: After the Hack Submission Mauli Patel Mauli Patel Mauli Patel Follow Jul 17 '25 Guess The Graph ๐น โ> A Gameified Way to Learn Data Visualization # devchallenge # wlhchallenge # career # entrepreneurship 10 ย reactions Comments Addย Comment 2 min read Should I Encourage People to Learn Programming in 2025? I Donโt Think So. PRANTA Dutta PRANTA Dutta PRANTA Dutta Follow Jul 19 '25 Should I Encourage People to Learn Programming in 2025? I Donโt Think So. # programminghumor # webdev # softwareengineering # career 4 ย reactions Comments 5 ย comments 4 min read I Got My First Dev Job. I Was Not Ready. Rich Park Rich Park Rich Park Follow Jul 19 '25 I Got My First Dev Job. I Was Not Ready. # webdev # programming # beginners # career 17 ย reactions Comments 2 ย comments 3 min read ๐How I Built and Deployed My First iOS App with SwiftUI, Firebase, and QR Code Integration Mayur .. Mayur .. Mayur .. Follow Jun 15 '25 ๐How I Built and Deployed My First iOS App with SwiftUI, Firebase, and QR Code Integration # ios # programming # career # testing Comments Addย Comment 3 min read My after the hack: Code, Chaos, and a Lot of Learning WLH Challenge: After the Hack Submission Chinmayee P Chinmayee P Chinmayee P Follow Jul 16 '25 My after the hack: Code, Chaos, and a Lot of Learning # devchallenge # wlhchallenge # career # entrepreneurship 12 ย reactions Comments Addย Comment 1 min read The Science Behind Cognitive Overload AB AB AB Follow Jul 9 '25 The Science Behind Cognitive Overload # productivity # tutorial # career Comments 2 ย comments 23 min read Engineers Are Becoming Product People. Hereโs How to Prepare Tanya Melnikova Tanya Melnikova Tanya Melnikova Follow Jul 8 '25 Engineers Are Becoming Product People. Hereโs How to Prepare # webdev # ai # career # learning 2 ย reactions Comments 3 ย comments 3 min read What's next for me and my project. WLH Challenge: After the Hack Submission Chubi Chubi Chubi Follow Jul 19 '25 What's next for me and my project. # devchallenge # wlhchallenge # career # entrepreneurship 4 ย reactions Comments Addย Comment 2 min read DAY 9 Ranjani R Ranjani R Ranjani R Follow Jun 19 '25 DAY 9 # webdev # javascript # react # career 4 ย reactions Comments 1 ย comment 1 min read From IoT to APIs: How One Sentence Changed My Career utsav moradiya utsav moradiya utsav moradiya Follow Jun 14 '25 From IoT to APIs: How One Sentence Changed My Career # career # python # backenddevelopment # iot Comments Addย Comment 3 min read ReflectoBot, Beyond the Hackathon: Building What Matters WLH Challenge: After the Hack Submission Brian Castleforte Brian Castleforte Brian Castleforte Follow Jul 18 '25 ReflectoBot, Beyond the Hackathon: Building What Matters # devchallenge # wlhchallenge # career # entrepreneurship 3 ย reactions Comments Addย Comment 1 min read A to Z Placement KIT : Complete Free Placement Material Avinash Singh Avinash Singh Avinash Singh Follow Aug 16 '25 A to Z Placement KIT : Complete Free Placement Material # programming # softwareengineering # career # developer 4 ย reactions Comments 4 ย comments 10 min read How to Tailor Your Resume to Any Job in 3 Minutes Paul Ajonye Paul Ajonye Paul Ajonye Follow Jun 14 '25 How to Tailor Your Resume to Any Job in 3 Minutes # job # career # devrel # frontend Comments Addย Comment 2 min read ๐ง Best Figma Plugins for Typography Nuro Design Nuro Design Nuro Design Follow Jun 14 '25 ๐ง Best Figma Plugins for Typography # programming # beginners # ai # career Comments Addย Comment 1 min read Great opportunities happening right now ๐ Jess Lee Jess Lee Jess Lee Follow Jul 21 '25 Great opportunities happening right now ๐ # devchallenge # career # hackathon 48 ย reactions Comments 6 ย comments 2 min read 3 Unfair Advantages Pakistani Developers Have in GSSOC (And How to Weaponize Them) Muskan Fatima Muskan Fatima Muskan Fatima Follow Jul 18 '25 3 Unfair Advantages Pakistani Developers Have in GSSOC (And How to Weaponize Them) # opensource # webdev # productivity # career 2 ย reactions Comments Addย Comment 2 min read AI Coding Best Practices: A Framework for Human-AI Collaboration william william william Follow Jul 6 '25 AI Coding Best Practices: A Framework for Human-AI Collaboration # ai # productivity # tdd # career Comments 2 ย comments 1 min read How do you protect your peace and mental health in an industry that never sleeps? JASMINE DANIEL JASMINE DANIEL JASMINE DANIEL Follow Jun 13 '25 How do you protect your peace and mental health in an industry that never sleeps? # discuss # mentalhealth # career Comments Addย Comment 1 min read Iโm Not Building a Startup Iโm Building a System And I'm Looking for the Right Mind Jari De smaele Jari De smaele Jari De smaele Follow Jun 30 '25 Iโm Not Building a Startup Iโm Building a System And I'm Looking for the Right Mind # discuss # career # programming # architecture Comments 2 ย comments 1 min read My First Webflow Project A Frontend Developer's Take on No-Code Muhammad Umair Arshad Muhammad Umair Arshad Muhammad Umair Arshad Follow Jul 17 '25 My First Webflow Project A Frontend Developer's Take on No-Code # webdev # productivity # career # learning 2 ย reactions Comments Addย Comment 1 min read Monoliths aren't dead. You just forgot how they work. patrick0806 patrick0806 patrick0806 Follow Jun 13 '25 Monoliths aren't dead. You just forgot how they work. # discuss # webdev # productivity # career Comments Addย Comment 1 min read Ace FCP_FGT_AD-7.4 Exam with Battle-Tested Study Hacks Aakruthi Singh Aakruthi Singh Aakruthi Singh Follow Jun 13 '25 Ace FCP_FGT_AD-7.4 Exam with Battle-Tested Study Hacks # beginners # firebase # career # learning Comments Addย Comment 3 min read Top 10 Free AI Tools I Use Every Week Mauli Patel Mauli Patel Mauli Patel Follow Jul 17 '25 Top 10 Free AI Tools I Use Every Week # programming # ai # productivity # career 1 ย reaction Comments Addย Comment 2 min read 10 Real-World DevOps Team Lead Scenarios and How to Master Them Miklos Halasz Miklos Halasz Miklos Halasz Follow Jun 13 '25 10 Real-World DevOps Team Lead Scenarios and How to Master Them # devops # career # leadership 1 ย reaction Comments Addย Comment 5 min read Dealing with AI in the SWE hiring process Raul Victor Coan Raul Victor Coan Raul Victor Coan Follow Jul 17 '25 Dealing with AI in the SWE hiring process # discuss # programming # career # ai 3 ย reactions Comments Addย Comment 4 min read loading... ๐ 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 โ 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 โ the open source software that powers DEV and other inclusive communities. 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https://dev.to/devteam/congrats-to-the-winners-of-postmark-challenge-inbox-innovators-56f2 | Congrats to the Winners of Postmark Challenge: Inbox Innovators! - DEV Community Forem Feed Follow new Subforems to improve your feed DEV Community Follow A space to discuss and keep up software development and manage your software career Future Follow News and discussion of science and technology such as AI, VR, cryptocurrency, quantum computing, and more. Open Forem Follow A general discussion space for the Forem community. If it doesn't have a home elsewhere, it belongs here Gamers Forem Follow An inclusive community for gaming enthusiasts Music Forem Follow From composing and gigging to gear, hot music takes, and everything in between. Vibe Coding Forem Follow Discussing AI software development, and showing off what we're building. Popcorn Movies and TV Follow Movie and TV enthusiasm, criticism and everything in-between. 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A space to share projects, ask questions, and discuss server-driven templating Dropdown menu Dropdown menu Skip to content Navigation menu Search Powered by Algolia Search Log in Create account DEV Community Close Add reaction Like Unicorn Exploding Head Raised Hands Fire Jump to Comments Save Boost More... Copy link Copy link Copied to Clipboard Share to X Share to LinkedIn Share to Facebook Share to Mastodon Share Post via... Report Abuse dev.to staff for The DEV Team Posted on Jun 24, 2025 Congrats to the Winners of Postmark Challenge: Inbox Innovators! # devchallenge # postmarkchallenge # webdev # api The wait is over! We are excited to announce the winners of Postmark Challenge: Inbox Innovators . This challenge truly showcased the incredible creativity that emerges when developers are given the freedom to innovate. From AI-powered contract analysis and interactive workplace comedies to daily briefings and IRC-style chats, our participants demonstrated that email is far from a legacy technology. We hope you enjoyed pushing the boundaries of what's possible with email and are proud of your submissions, regardless of whether or not you take home the cash prize. Without further ado, our winners. Congratulations Toโฆ PostmarkGBA: Gaming Through Your Inbox @rensieeee created a working GameBoy Advanced emulator that you control entirely through email. PostmarkGBA: A working GBA emulator running through Postmark Rens Wolters ใป May 26 #devchallenge #postmarkchallenge #webdev #api This project transforms your inbox into a collaborative gaming experience, much like "Twitch Chat Plays" but accessible through the most universal communication platform. MailCast.ai: Your Personal Podcast Producer @tom_canfarotta_775a68254f developed a service that converts any email into a podcast episode. ๐๏ธ MailCast.ai: Email-to-Podcast-RSS-Feed Tom Canfarotta ใป Jun 9 #webdev #devchallenge #postmarkchallenge #api Forward any newsletter or article and you'll receive an MP3 download and personal RSS feed in return! Email PR Bot: Email-to-Code Generation @async_dime built an AI-powered development workflow that turns email requests into working code. EPB: Turn Emails into Code - AI-Powered Pull Requests from Your Inbox B G Adam ใป Jun 9 #devchallenge #postmarkchallenge #webdev #api Simply send coding requirements to the service, and EPB analyzes your repository context, generates appropriate code using Mistral AI, and creates a GitHub pull requestโall from a single email. Our three winners will each receive: $1,000 USD DEV++ Membership Exclusive DEV badge All participants with valid submissions will receive a completion badge. Special Thanks to Postmark We want to shout out Postmark for sponsoring this challenge. Postmark's developer-focused API and reliable inbound email parsing made these innovative projects possible, allowing the community to focus on creativity rather than email handling complexity. If you're inspired by these projects and want to build your own email-driven applications, we hope you choose Postmark. What's next? Keep your DEV Challenges streak going!! Here are three more challenges live right now for you to check out: Join the Storyblok Headless CMS Challenge: $3,000 in Prizes! dev.to staff for The DEV Team ใป Jun 11 #devchallenge #webdev #api #storyblokchallenge Join the Runner H "AI Agent Prompting" Challenge: $10,000 in Prizes for 20 Winners!!! dev.to staff for The DEV Team ใป Jun 5 #devchallenge #runnerhchallenge #ai #machinelearning Join our latest Frontend Challenge: June Celebrations dev.to staff for The DEV Team ใป Jun 4 #devchallenge #frontendchallenge #javascript #css Thank you again to everyone who participated! We hope you had fun, felt challenged, and maybe added a thing or two to your professional profile. Interested in being a volunteer judge for future challenges? Learn more here ! Top comments (22) Subscribe Personal Trusted User Create template Templates let you quickly answer FAQs or store snippets for re-use. Submit Preview Dismiss Collapse Expand Peter Kim Frank The DEV Team Peter Kim Frank The DEV Team Peter Kim Frank Follow Doing a bit of everything at DEV / Forem Email peter@dev.to Education Wesleyan University Pronouns He/Him Work Co-Founder Joined Jan 3, 2017 • Jun 24 '25 Dropdown menu Copy link Hide Congrats @rensieeee , @tom_canfarotta_775a68254f , @async_dime ! Like comment: Like comment: 7 likes Like Comment button Reply Collapse Expand Adam Adam Adam Follow A curious being Location ~/ Pronouns He/ Him Joined Feb 18, 2019 • Jun 25 '25 Dropdown menu Copy link Hide Thanks @peter ! I'm incredibly honored to be chosen as a winner of the hackathon! Huge thanks to the dev.to team and everyone who participated. The creativity and talent in this community continues to inspire me to keep shipping. All the best. Like comment: Like comment: 3 likes Like Comment button Reply Collapse Expand Tom Canfarotta Tom Canfarotta Tom Canfarotta Follow Joined May 22, 2025 • Jun 24 '25 Dropdown menu Copy link Hide Thanks @peter ! This was a lot of fun! Iโm looking forward to being an active member of the community! Like comment: Like comment: 3 likes Like Comment button Reply Collapse Expand Pravesh Sudha Pravesh Sudha Pravesh Sudha Follow AWS Community Builder Bridging critical thinking and innovation, from philosophy to DevOps. Email programmerpravesh@gmail.com Location India Education Hindu College, Delhi University, India Pronouns he/him Work Freelance DevOps Engineer At Fiverr Joined Jul 19, 2024 • Jun 24 '25 Dropdown menu Copy link Hide Congrats to all winner! Like comment: Like comment: 4 likes Like Comment button Reply Collapse Expand Matt Stavola Matt Stavola Matt Stavola Follow Joined Jun 5, 2025 • Jun 24 '25 Dropdown menu Copy link Hide Congrats to the winners-- when I saw PostmarkGBA I just knew it was going to get one of those spots. Incredible idea and absolutely brilliant execution. Like comment: Like comment: 4 likes Like Comment button Reply Collapse Expand Jess Lee The DEV Team Jess Lee The DEV Team Jess Lee Follow Building DEV and Forem with everyone here. Interested in the future. Email jess@forem.com Location USA / TAIWAN Pronouns she/they Work Co-Founder & COO at Forem Joined Jul 29, 2016 • Jun 24 '25 Dropdown menu Copy link Hide @mbstavola I thoroughly enjoyed Bolton's Vermont Distilling Company drama. Like comment: Like comment: 4 likes Like Comment button Reply Collapse Expand Bridget Amana Bridget Amana Bridget Amana Follow Just a curious frontend developer learning in public Location Lagos, Nigeria Pronouns She/Her Joined Jun 27, 2024 • Jun 24 '25 Dropdown menu Copy link Hide Congratulations to all winners Like comment: Like comment: 3 likes Like Comment button Reply Collapse Expand Nikoloz Turazashvili (@axrisi) Nikoloz Turazashvili (@axrisi) Nikoloz Turazashvili (@axrisi) Follow Founder & CTO at NikoLabs LLC, building Axrisiโan AI-powered browser extension for seamless on-page text processing and productivity. Opened Chicos restaurant in Tbilisi, Georgia. Email turazashvili@gmail.com Location Tbilisi, Georgia Education EXCELIA La Rochelle Pronouns He/Him Work Founder & CTO at NikoLabs LLC and Axrisi Joined May 30, 2025 • Jun 24 '25 Dropdown menu Copy link Hide congrats everyone! but I'm sad it's not mine :( tbh, I saw that my project received just 1 email from judges. for full test needed at least 3 to go through full customer journey, but well, i guess will do better next time :) Like comment: Like comment: 5 likes Like Comment button Reply Collapse Expand Robert Willson Robert Willson Robert Willson Follow Joined May 24, 2025 • Jun 25 '25 Dropdown menu Copy link Hide They didn't even test mine Like comment: Like comment: 7 likes Like Comment button Reply Collapse Expand Jack Qasim Jack Qasim Jack Qasim Follow Joined Jun 29, 2025 • Jun 29 '25 Dropdown menu Copy link Hide Congrats to all the Postmark Challenge: Inbox Innovators winners Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand Nizzad Nizzad Nizzad Follow Data Scientist / AWS Certified (2X) ML Specialist | AWS ABW Grant Recipient '24 | 2 (Masters + Bachelors) | Researcher - NLP (Bias & Fairness) | Attorney-at-Law | Supervised 100+ Location Abu Dhabi, United Arab Emirates Education BIT (UOM), MSc in IT (SLIIT), MBA (SEUSL), LL.B (OUSL), Attorney-at-Law Pronouns He/Him Work Data Scientist, AI Engineer, Machine Learning Engineer, Research Supervisor Joined Jan 9, 2025 • Jun 25 '25 Dropdown menu Copy link Hide Congratulations for the winners and my appreciation for all the participants in the competition. Like comment: Like comment: 2 likes Like Comment button Reply Collapse Expand Fayaz Fayaz Fayaz Follow Software Engineer ๐ Thinker ๐ Problem Solver. Interests: AI, Software Development, Web Security, Privacy, Nature, Philosophy, History, Spirituality, Politics, Conversation. Location Bangladesh Education BSc. in Computer Science & Engineering Work Building a new SaaS Joined Nov 12, 2017 • Jun 24 '25 Dropdown menu Copy link Hide Congrats to all the winners! All cool projects! โค๏ธ Like comment: Like comment: 2 likes Like Comment button Reply Collapse Expand Dotallio Dotallio Dotallio Follow Joined Apr 7, 2025 • Jun 24 '25 Dropdown menu Copy link Hide Incredible ideas - turning email into a GBA gaming platform and a podcast feed is next level creativity! Has anyone here actually tried playing a game through their inbox? Like comment: Like comment: 3 likes Like Comment button Reply Collapse Expand Verรญssimo Cassange Verรญssimo Cassange Verรญssimo Cassange Follow Developer passionate about technology, continuous learning, and building solutions that impact people and businesses. Sharing projects, ideas, and development experiences. Location Angola, Luanda Education ISTM - Computer Engineering Pronouns He/Him Work programmer at Vec corporation Joined Sep 24, 2020 • Jun 29 '25 Dropdown menu Copy link Hide Hi! Congrats to all the winners, amazing projects! ๐ I just wanted to ask if all the submissions were reviewed. I submitted my project ( Postmark RAG Email Assistant 2.0 ) for the challenge, but Iโm not sure if it was evaluated. Iโd really appreciate any feedback, and thanks again for the opportunity! Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand Rens Wolters Rens Wolters Rens Wolters Follow Enthousiastic and Entrepreneurial. I'm a back-end developer all the way, but enjoy building all kinds of stuff. Joined May 23, 2025 • Jun 24 '25 Dropdown menu Copy link Hide Thanks, and congratulations to the other winners as well! I had a lot of fun making this, and seeing people play and engage during this past month was awesome. Cheers to you! ๐ Like comment: Like comment: 1 like Like Comment button Reply View full discussion (22 comments) Some comments may only be visible to logged-in visitors. Sign in to view all comments. Code of Conduct • Report abuse Are you sure you want to hide this comment? It will become hidden in your post, but will still be visible via the comment's permalink . Hide child comments as well Confirm For further actions, you may consider blocking this person and/or reporting abuse The DEV Team Follow The hardworking team behind DEV โค๏ธ Want to contribute to open source and help make the DEV community stronger? The code that powers DEV is called Forem and is freely available on GitHub. 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https://github.com/features/spark#start-of-content | GitHub Spark ยท Dream it. See it. Ship it. ยท GitHub Skip to content Navigation Menu Toggle navigation Sign in Platform AI CODE CREATION GitHub Copilot Write better code with AI GitHub Spark Build and deploy intelligent apps GitHub Models Manage and compare prompts MCP Registry New Integrate external tools DEVELOPER WORKFLOWS Actions Automate any workflow Codespaces Instant dev environments Issues Plan and track work Code Review Manage code changes APPLICATION SECURITY GitHub Advanced Security Find and fix vulnerabilities Code security Secure your code as you build Secret protection Stop leaks before they start EXPLORE Why GitHub Documentation Blog Changelog Marketplace View all features Solutions BY COMPANY SIZE Enterprises Small and medium teams Startups Nonprofits BY USE CASE App Modernization DevSecOps DevOps CI/CD View all use cases BY INDUSTRY Healthcare Financial services Manufacturing Government View all industries View all solutions Resources EXPLORE BY TOPIC AI Software Development DevOps Security View all topics EXPLORE BY TYPE Customer stories Events & webinars Ebooks & reports Business insights GitHub Skills SUPPORT & SERVICES Documentation Customer support Community forum Trust center Partners Open Source COMMUNITY GitHub Sponsors Fund open source developers PROGRAMS Security Lab Maintainer Community Accelerator Archive Program REPOSITORIES Topics Trending Collections Enterprise ENTERPRISE SOLUTIONS Enterprise platform AI-powered developer platform AVAILABLE ADD-ONS GitHub Advanced Security Enterprise-grade security features Copilot for Business Enterprise-grade AI features Premium Support Enterprise-grade 24/7 support Pricing Search or jump to... Search code, repositories, users, issues, pull requests... --> Search Clear Search syntax tips Provide feedback --> We read every piece of feedback, and take your input very seriously. Include my email address so I can be contacted Cancel Submit feedback Saved searches Use saved searches to filter your results more quickly --> Name Query To see all available qualifiers, see our documentation . Cancel Create saved search Sign in Sign up Resetting focus You signed in with another tab or window. Reload to refresh your session. You signed out in another tab or window. Reload to refresh your session. You switched accounts on another tab or window. Reload to refresh your session. Dismiss alert {{ message }} AI Navigation menu GitHub Copilot GitHub Spark GitHub Models Public preview Dream it. See it. Ship it. GitHub Spark helps you transform your ideas into full-stack intelligent apps and publish with a single click. Try it now From prototype to production in one place Built on the platform trusted by over 150 million developers, Spark gives you the smoothest path from idea to deployment. Build and iterate your way Natural language, clickable controls, or codeโuse whatever feels right. Live preview updates instantly as you build, so you see your ideas take shape in real-time. Ship with a click No setup, no surprises. Youโre live in just one click, backed by secure GitHub-authenticated access. Your familiar tools, integrated with Spark Code with GitHub Copilot directly in Spark, open VS code with agent mode, and create repos in one click. Everything stays in sync as you build and scale. Smart apps, zero setup Embed AI features like chatbots, content generation, and smart automation. No complex integrations or APIs required. Built on GitHub, ready to scale Leverage all the powerful GitHub tools for version control, security, collaboration, and deploymentโso you can scale as you grow from prototype to production. Try GitHub Spark โ We use Spark to rapidly test LLM flows and build internal tooling. Now we literally get a functioning prototype by just typing out ideas in seconds. While there are other tools that turn natural language into functioning UI, Spark actually builds entire (mini) applications with LLM backends that are fully functional, not just the frontend UI. Anand Chowdhary Co-founder, CTO, CPO at FirstQuadrant What will you build? Whether you're creating personal tools, prototypes, or the next big SaaS, Spark brings all kinds of ideas to life. Prototyping Stop explaining your ideaโshow it. Create functional prototypes in minutes, share for feedback, iterate instantly. Personal apps Go beyond generic. Build exactly what you wantโwhether it's AI-powered workout trackers, meal planners, habit builders, or anything else. โโSaaS launchpad Validate your business idea with real customers, fast. Build scalable SaaS applications that grow from prototype to profit. Web essentials Need a standout professional website? Quickly build portfolios, landing pages, and marketing sitesโall with AI-powered interactive features that static builders can't match. Every idea starts with a Spark Spark is available to users on GitHub Copilot Pro+ and Enterprise plans. Already a subscriber? You're in. Copilot Pro+ Power user? Get the most Spark. $ 39 USD per month or $390 per year Get started What's included: Up to 375 Spark messages included per month The option to purchase more Spark messages as you go 10 active app building sessions at a time Build an unlimited number of apps Development and production compute, inference, storage, and hosting Access to Copilot Pro+ including unlimited Copilot code completions , agent mode, coding agent (preview) and more models in chat Copilot Enterprise Spark is included for all Enterprise users. $ 39 USD per user per month Get started What's included: Up to 250 Spark messages included per month The option to purchase more Spark messages as you go 10 active app building sessions at a time Build an unlimited number of apps Access to Copilot Enterprise, including unlimited code completions , agent mode and chats with all models including GPT-5 mini and Claude Opus 4.1, o3 and more. Access may be restricted based on organizational or enterprise administrator policies for users on Copilot Business or Enterprise plans. Speak with your Admin to request access. Frequently askedย questions About Spark What is GitHub Spark? GitHub Spark is your all-in-one, AI-powered platform for building intelligent appsโno setup, no steep learning curve. Whether you're a seasoned developer or just getting started, Spark lets you create full-stack applications with built-in AI, using natural language, visual tools, or code. With instant previews, one-click deployment, and deep integration with GitHubโs trusted ecosystem, Spark helps you go from idea to productionโfast. And because itโs built on the tools 150 million developers already rely on, your apps are ready to scale from day one. How does it work? Spark makes intelligent application development more accessible, adaptable, and secure by blending powerful AI capabilities with hands-on flexibility, code-level control, and GitHub's complete platformโempowering everyone to go from idea to production faster, all in one place. Itโs built for modern web development, supporting TypeScript and React. Everything runs and deploys on an integrated runtime environment with strong defaults designed to help you move fast, stay focused, and scale with confidence. What can I build with Spark? From AI-powered tools to personal side projects, Spark helps you build real, functional appsโfast. Use it to prototype features, test ideas with real users, or launch open source projects. Turn spreadsheets into interactive apps, build internal tools, or create smart helpers for everyday lifeโlike a recipe planner that remembers dietary needs or a restaurant finder that adapts to your tastes. Whether you're building for your team, your community, or just yourself, Spark gives you the power to create intelligent appsโno code required (unless you want to). GitHub Spark usage is subject to the GitHub Terms of Service and Privacy Statement , which outline your rights, responsibilities, and how your data is handled. Do I need to know how to code to use Spark? No coding experience? No problem. Spark is built for people with all levels of technical fluency. You can describe what you want to build in plain language, and Spark handles the heavy lifting. If you have a development background, you can go deeper: edit code directly in the Spark editor, open your app in Codespaces//VS Code, and use GitHub Copilot and the coding agent to build with full control and flexibility. Whatโs included? Spark gives you everything you need to build and deploy full-stack AI appsโright out-of-the-box. Depending on your GitHub Copilot plan, youโll get a monthly amount of Spark messages, unlimited manual editing, and the ability to build multiple apps simultaneously.ย Youโll also receive app hosting, compute, AI inference, and storage as part of the integrated runtime of Spark. Additional pay-as-you-go options for usage beyond these included amounts coming soon. What is a Spark message? A Spark message is any prompt you send to Spark to generate or modify your app using natural language. This includes inputs in the Iterate panel or when using targeted editing to adjust specific parts of your app. Each message helps Spark understand your intentโwhether you're adding a feature, refining design, or updating functionality. Pricing & Access How much does Spark cost? Spark is now offered in Copilot Pro+ and Enterprise, with broader availability planned for the near future. Spark draws down on your Copilot plan's premium request allowance. For additional information on billing, please refer to our documentation . For additional runtime beyond your monthly entitlement, pay-as-you-go options for additional usage are coming soon. How do I sign up? Just sign in with your GitHub account and navigate to the Spark homepage to get started. Getting Started How do I create my first Spark? Getting started with Spark is simple. Go to the Spark homepage: http://github.com/spark ย Start with your vision: Describe what you want to build in natural language. An AI agent generates a working appโfrontend, backend, AI features, and database connections (as needed) included. Iterate your way - Refine your app using natural language, visual controls, or dive into code with Copilot completions in the Spark editor. See changes instantly in the live preview. Go live with a click - When you're satisfied, publish with a click. Your app launches with secure hosting, built-in GitHub user authentication, and the infrastructure needed to handle real users, no configuration required. How do I deploy my Spark apps? Deployment is seamless. When youโre ready to share your spark with the work just click โPublishโ in the header. Weโll configure your deployment and create a unique link for your app. Once itโs live you can update who can access your app, or keep it private to only you. Your choice. Spark handles all the infrastructure for you. Your app is securely hosted on Microsoft Azure, with enterprise-grade performance, reliability, and securityโno setup required, and secured behind GitHub auth. What resources are available for learning more about Spark? Check out the Spark docs to learn more About Spark Pricing & Access Getting Started About Spark What is GitHub Spark? GitHub Spark is your all-in-one, AI-powered platform for building intelligent appsโno setup, no steep learning curve. Whether you're a seasoned developer or just getting started, Spark lets you create full-stack applications with built-in AI, using natural language, visual tools, or code. With instant previews, one-click deployment, and deep integration with GitHubโs trusted ecosystem, Spark helps you go from idea to productionโfast. And because itโs built on the tools 150 million developers already rely on, your apps are ready to scale from day one. How does it work? Spark makes intelligent application development more accessible, adaptable, and secure by blending powerful AI capabilities with hands-on flexibility, code-level control, and GitHub's complete platformโempowering everyone to go from idea to production faster, all in one place. Itโs built for modern web development, supporting TypeScript and React. Everything runs and deploys on an integrated runtime environment with strong defaults designed to help you move fast, stay focused, and scale with confidence. What can I build with Spark? From AI-powered tools to personal side projects, Spark helps you build real, functional appsโfast. Use it to prototype features, test ideas with real users, or launch open source projects. Turn spreadsheets into interactive apps, build internal tools, or create smart helpers for everyday lifeโlike a recipe planner that remembers dietary needs or a restaurant finder that adapts to your tastes. Whether you're building for your team, your community, or just yourself, Spark gives you the power to create intelligent appsโno code required (unless you want to). GitHub Spark usage is subject to the GitHub Terms of Service and Privacy Statement , which outline your rights, responsibilities, and how your data is handled. Do I need to know how to code to use Spark? No coding experience? No problem. Spark is built for people with all levels of technical fluency. You can describe what you want to build in plain language, and Spark handles the heavy lifting. If you have a development background, you can go deeper: edit code directly in the Spark editor, open your app in Codespaces//VS Code, and use GitHub Copilot and the coding agent to build with full control and flexibility. Whatโs included? Spark gives you everything you need to build and deploy full-stack AI appsโright out-of-the-box. Depending on your GitHub Copilot plan, youโll get a monthly amount of Spark messages, unlimited manual editing, and the ability to build multiple apps simultaneously.ย Youโll also receive app hosting, compute, AI inference, and storage as part of the integrated runtime of Spark. Additional pay-as-you-go options for usage beyond these included amounts coming soon. What is a Spark message? A Spark message is any prompt you send to Spark to generate or modify your app using natural language. This includes inputs in the Iterate panel or when using targeted editing to adjust specific parts of your app. Each message helps Spark understand your intentโwhether you're adding a feature, refining design, or updating functionality. Pricing & Access How much does Spark cost? Spark is now offered in Copilot Pro+ and Enterprise, with broader availability planned for the near future. Spark draws down on your Copilot plan's premium request allowance. For additional information on billing, please refer to our documentation . For additional runtime beyond your monthly entitlement, pay-as-you-go options for additional usage are coming soon. How do I sign up? Just sign in with your GitHub account and navigate to the Spark homepage to get started. Getting Started How do I create my first Spark? Getting started with Spark is simple. Go to the Spark homepage: http://github.com/spark ย Start with your vision: Describe what you want to build in natural language. An AI agent generates a working appโfrontend, backend, AI features, and database connections (as needed) included. Iterate your way - Refine your app using natural language, visual controls, or dive into code with Copilot completions in the Spark editor. See changes instantly in the live preview. Go live with a click - When you're satisfied, publish with a click. Your app launches with secure hosting, built-in GitHub user authentication, and the infrastructure needed to handle real users, no configuration required. How do I deploy my Spark apps? Deployment is seamless. When youโre ready to share your spark with the work just click โPublishโ in the header. Weโll configure your deployment and create a unique link for your app. Once itโs live you can update who can access your app, or keep it private to only you. Your choice. Spark handles all the infrastructure for you. Your app is securely hosted on Microsoft Azure, with enterprise-grade performance, reliability, and securityโno setup required, and secured behind GitHub auth. What resources are available for learning more about Spark? Check out the Spark docs to learn more Site-wide Links Subscribe to our developer newsletter Get tips, technical guides, and best practices. Twice a month. Subscribe Platform Features Enterprise Copilot AI Security Pricing Team Resources Roadmap Compare GitHub Ecosystem Developer API Partners Education GitHub CLI GitHub Desktop GitHub Mobile GitHub Marketplace MCP Registry Support Docs Community Forum Professional Services Premium Support Skills Status Contact GitHub Company About Why GitHub Customer stories Blog The ReadME Project Careers Newsroom Inclusion Social Impact Shop © 2026 GitHub, Inc. Terms Privacy (Updated 02/2024) 02/2024 Sitemap What is Git? 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https://docs.github.com/en/billing | Billing and payments documentation - GitHub Docs Skip to main content GitHub Docs Version: Free, Pro, & Team Search or ask Copilot Search or ask Copilot Select language: current language is English Search or ask Copilot Search or ask Copilot Open menu Open Sidebar Billing and payments Home Billing and payments Get started How billing works Introduction to billing Billing manager onboard Concepts Billing cycles Budgets and alerts Cost centers Azure subscriptions Impact of plan changes Discounted plans Enterprise billing Billing for enterprises Usage-based licenses Combined enterprise use GHES license files Azure DevOps licenses Product billing GitHub Actions GitHub Advanced Security GitHub Codespaces GitHub Code Quality GitHub Copilot licenses GitHub Copilot premium requests GitHub Models GitHub Packages Git LFS GitHub Spark Third-party payments GitHub Sponsors GitHub Marketplace apps How-tos Set up payment Manage payment info Connect Azure sub Redeem coupon Add sales tax certificate Manage enterprise invoice India one-time payments Manage plan and licenses Upgrade plan Downgrade plan Manage pending changes View enterprise usage Manage user licenses Products View product/license use Download license use Buy Advanced Security View and estimate spending Use cost centers Manage GHAS licenses Pay third-parties Upgrade Marketplace app Downgrade Marketplace app Cancel Marketplace app Upgrade sponsorship Downgrade sponsorship Cancel sponsorship End sponsorship Manage for client Create client org Create client enterprise Create as CSP partner Manage client org Troubleshooting Declined card Locked account Azure sub connection Enterprise license usage Reference Actions runner pricing Azure billing Azure subscription Billing reports Billing roles Cost center allocation Costs for GitHub Models GitHub license users License reports Product and SKU names Product usage included Supported payment methods Previous billing platform endpoints Tutorials Automate usage reporting Set up budgets Control costs at scale Gather insights Billing and payments documentation Learn about the different components of your bill, and how you can view and manage those components. Overview Start here Introduction to billing and licensing Learn about the billing platform's key functionalities, and how they can help you manage your spending more effectively. How GitHub billing works Learn what you'll be charged for, when charges occur, and how to track your usage on GitHub to avoid billing surprises. Managing your payment and billing information Learn how to view and manage your payment information and billing contacts using the new billing platform. Setting up budgets to control spending on metered products Learn how to set budgets and track when metered usage is nearing or above a budget threshold to prevent overspending. Popular Viewing your usage of metered products and licenses Explore your use of features that are billed by usage and see how they contribute to your bill. GitHub Actions billing Learn how usage of GitHub Actions is measured against your free allowance and how to pay for additional use. GitHub Copilot licenses Learn how licenses for Copilot work, including usage measurement and managing your budget. GitHub Codespaces billing Learn about the costs for using GitHub Codespaces, and the monthly usage quotas included with GitHub personal accounts. What's new View all Deprecation of user to organization account transformation January 12 Improved enterprise license consumption reporting for outside collaborators now generally available November 17 Billing date standardized to the first of the month for self-serve credit card metered Enterprise customers now generally available November 17 Guides Upgrading your account's plan You can upgrade the plan for a personal account or organization on GitHub at any time. @GitHub Impact of changing your plan on billing Learn how upgrading or downgrading your plan is reflected in billing. @GitHub All Billing and payments docs Get started with billing How GitHub billing works Introduction to billing and licensing Billing manager onboarding Concepts for GitHub billing Billing cycles Budgets and alerts Cost centers Azure subscription payments Impact of changing your plan on billing Discounted plans for GitHub accounts Enterprise billing ย โข 5 articles Product billing ย โข 10 articles Payments to third-parties using your GitHub account ย โข 2 articles How-tos for billing Setting up and managing payment ย โข 6 articles Managing your plan and GitHub licenses ย โข 5 articles View and manage paid use of GitHub products ย โข 6 articles Making payments to third-parties through GitHub ย โข 7 articles Managing GitHub for a client ย โข 4 articles Billing troubleshooting ย โข 4 articles Reference for billing Actions runner pricing Billing through Azure subscriptions Azure subscription reference Billing reports reference Roles for the billing platform Cost center allocation for different products Costs and multipliers for using GitHub Models directly People who consume a license in an organization License reports reference GitHub Product and SKU names Product usage included with each plan Supported payment methods for GitHub Migrating from the endpoints used for the previous billing platform Tutorials for billing Automating usage reporting with the REST API Setting up budgets to control spending on metered products Controlling and tracking costs at scale Gathering insights on your spending Help and support Did you find what you needed? Yes No Privacy policy Help us make these docs great! All GitHub docs are open source. See something that's wrong or unclear? Submit a pull request. Make a contribution Learn how to contribute Still need help? Ask the GitHub community Contact support Legal ยฉ 2026 GitHub, Inc. Terms Privacy Status Pricing Expert services Blog | 2026-01-13T08:48:14 |
https://coderabbit.ai/customers | CodeRabbit Customers | AI Code Reviews Features Enterprise Customers Pricing Blog Resources Docs Trust Center Contact Us FAQ Log In Get a free trial Meet our customers. How Visma enhanced code quality and streamlined reviews See Case Study How SalesRabbit reduced bugs by 30% and increased velocity by 25% See Case Study View more cases Trusted by 10,000+ customers Proven Impact CodeRabbit has proven invaluable in uncovering discrepancies between our documentation and actual test coverage. Highlighting inconsistencies like missing null checks or mismatched value ranges significantly improved the quality of our codebase and prevented numerous potential issues. David Neal Senior Director of Engineering See Case Study What our users are saying CodeRabbit has transformed our development process by providing intelligent, automated code reviews that understand the complexities of robotics software. Our team can now focus on innovation while maintaining the highest standards of code quality and safety Paul Popescu CEO, Agora Robotics What impresses me most about CodeRabbit isn't just the time it saves - it's how it elevates the entire code review discussion. As both a CEO and active coder, I see it bridging the gap between high-level engineering metrics and day-to-day code quality. It's quickly become our secret weapon for maintaining engineering excellence while moving fast. Naomi Chopra Co-founder and CEO, Hatica - Engineering Analytics Platform What sets CodeRabbit apart is its deep understanding of code structure through AST analysis. Having built developer tools myself and taking part of the NixOS community, I can appreciate the technical sophistication behind their approach. It's not just pattern matching - it's intelligent code comprehension that integrates seamlessly into our existing workflows. Ron Efroni NixOS Board Member & Founder, FloxDev At Expanso, we're simplifying distributed compute for everyone. Having a code review tool that truly understands complex code structure and edge cases is game-changing. CodeRabbit helps us maintain rigorous quality standards while moving fast - essential when building infrastructure for the distributed future. David Aronchick CEO, Expanso & Founder, Bacalhau.org CodeRabbit was easy to setup, and instantly gives every pull request an AI summary of changes and line by line code review. Our team likes the conversational nature where you can ask the bot questions back and forth and it responds and takes your feedback. Most importantly, it gets people thinking about the comments and triggers them to revisit code and do a deeper review than they would have otherwise. Nathan Esquenazi CTO & Co-founder, CodePath CodeRabbit has transformed our development process by providing intelligent, automated code reviews that understand the complexities of robotics software. Our team can now focus on innovation while maintaining the highest standards of code quality and safety Paul Popescu CEO, Agora Robotics What impresses me most about CodeRabbit isn't just the time it saves - it's how it elevates the entire code review discussion. As both a CEO and active coder, I see it bridging the gap between high-level engineering metrics and day-to-day code quality. It's quickly become our secret weapon for maintaining engineering excellence while moving fast. Naomi Chopra Co-founder and CEO, Hatica - Engineering Analytics Platform What sets CodeRabbit apart is its deep understanding of code structure through AST analysis. Having built developer tools myself and taking part of the NixOS community, I can appreciate the technical sophistication behind their approach. It's not just pattern matching - it's intelligent code comprehension that integrates seamlessly into our existing workflows. Ron Efroni NixOS Board Member & Founder, FloxDev At Expanso, we're simplifying distributed compute for everyone. Having a code review tool that truly understands complex code structure and edge cases is game-changing. CodeRabbit helps us maintain rigorous quality standards while moving fast - essential when building infrastructure for the distributed future. David Aronchick CEO, Expanso & Founder, Bacalhau.org CodeRabbit was easy to setup, and instantly gives every pull request an AI summary of changes and line by line code review. Our team likes the conversational nature where you can ask the bot questions back and forth and it responds and takes your feedback. Most importantly, it gets people thinking about the comments and triggers them to revisit code and do a deeper review than they would have otherwise. Nathan Esquenazi CTO & Co-founder, CodePath Get started in 2 clicks. No credit card needed Your browser does not support the video. Start reviewing See pricing Your browser does not support the video. Products Pull Request Reviews IDE Reviews CLI Reviews Navigation About Us Features FAQ System Status Careers DPA Startup Program Vulnerability Disclosure Resources Blog Docs Changelog Case Studies Trust Center Brand Guidelines Contact Support Sales Pricing Partnerships Subscribe By signing up you agree to our Terms of Use and Privacy Policy Select language English ๆฅๆฌ่ช Terms of Service Privacy Policy CodeRabbit Inc ยฉ 2026 Products Pull Request Reviews IDE Reviews CLI Reviews Navigation About Us Features FAQ System Status Careers DPA Startup Program Vulnerability Disclosure Resources Blog Docs Changelog Case Studies Trust Center Brand Guidelines Contact Support Sales Pricing Partnerships Subscribe By signing up you agree to our Terms of Use and Privacy Policy Matt Ronge @ mronge ยท Follow We've been experimenting with @coderabbitai and it's been pretty phenomenal. It uses AI to scan your pull requests and finds bugs and suggests improvements. It's way more thorough than a typical human review too (in a good way). Not affiliated, just a happy user 8:06 PM ยท Jan 28, 2025 14 Reply Copy link Read 2 replies Matt Ronge @ mronge ยท Follow We've been experimenting with @coderabbitai and it's been pretty phenomenal. It uses AI to scan your pull requests and finds bugs and suggests improvements. It's way more thorough than a typical human review too (in a good way). Not affiliated, just a happy user 8:06 PM ยท Jan 28, 2025 14 Reply Copy link Read 2 replies VLAD ARBATOV @ vladzima ยท Follow I recommend @coderabbitai as it's the first AI PR reviewer I've seen that brings value and then some. VLAD ARBATOV @ vladzima ยท Follow I recommend @coderabbitai as it's the first AI PR reviewer I've seen that brings value and then some. 2:12 PM ยท Sep 3, 2024 1 Reply Copy link Read more on X 2:12 PM ยท Sep 3, 2024 1 Reply Copy link Read more on X | 2026-01-13T08:48:14 |
https://github.com/features/models?locale=ja | GitHub Models ยท ๆฅญ็ใใชใผใใใๆ่กใง AI ใใญใธใงใฏใใๆง็ฏ ยท GitHub Skip to content Navigation Menu Toggle navigation ใตใคใณใคใณ Platform AI CODE CREATION GitHub Copilot Write better code with AI GitHub Spark Build and deploy intelligent apps GitHub Models Manage and compare prompts MCP Registry New Integrate external tools DEVELOPER WORKFLOWS Actions Automate any workflow Codespaces Instant dev environments Issues Plan and track work Code Review Manage code changes APPLICATION SECURITY GitHub Advanced Security Find and fix vulnerabilities Code security Secure your code as you build Secret protection Stop leaks before they start EXPLORE Why GitHub Documentation Blog Changelog Marketplace View all features Solutions BY COMPANY SIZE Enterprises Small and medium teams Startups Nonprofits BY USE CASE App Modernization DevSecOps DevOps CI/CD View all use cases BY INDUSTRY Healthcare Financial services Manufacturing Government View all industries View all solutions Resources EXPLORE BY TOPIC AI Software Development DevOps Security View all topics EXPLORE BY TYPE Customer stories Events & webinars Ebooks & reports Business insights GitHub Skills SUPPORT & SERVICES Documentation Customer support Community forum Trust center Partners Open Source COMMUNITY GitHub Sponsors Fund open source developers PROGRAMS Security Lab Maintainer Community Accelerator Archive Program REPOSITORIES Topics Trending Collections Enterprise ENTERPRISE SOLUTIONS Enterprise platform AI-powered developer platform AVAILABLE ADD-ONS GitHub Advanced Security Enterprise-grade security features Copilot for Business Enterprise-grade AI features Premium Support Enterprise-grade 24/7 support Pricing Search or jump to... Search code, repositories, users, issues, pull requests... --> Search Clear Search syntax tips Provide feedback --> We read every piece of feedback, and take your input very seriously. Include my email address so I can be contacted Cancel Submit feedback Saved searches Use saved searches to filter your results more quickly --> Name Query To see all available qualifiers, see our documentation . Cancel Create saved search ใตใคใณใคใณ ใตใคใณใขใใ Resetting focus You signed in with another tab or window. Reload to refresh your session. You signed out in another tab or window. Reload to refresh your session. You switched accounts on another tab or window. Reload to refresh your session. Dismiss alert {{ message }} AI Navigation menu GitHub Copilot GitHub Spark GitHub Models GitHubใซ็ตใฟ่พผใพใใAIใใผใซใใใฏใน ใขใใซใใใญใณใใใ่ฉไพกๆฉ่ฝใชใฉใใในใฆใๆใฃใฆใใพใใใขใคใใฃใขใใใชใชใผในใพใงใGitHub ไธใงๅฎ็ตใใพใใ ไฝฟใๅงใใ Pause ๆ้ฉใชใขใใซใ็ด ๆฉใ้ธๆ ๆฅญ็ใใชใผใใใใขใใซใไธฆในใฆใชใขใซใฟใคใ ใซ ๅบๅใๆฏ่ผใย ๆจๆธฌใฏไธ่ฆใ็ขบใใชๆๆใ ใใ่ฟฝๆฑใ ใณใผใใฎใใใซใใญใณใใใ็ฎก็ ใใญใธใงใฏใ้ใงใใญใณใใใฎใใผใธใงใณ็ฎก็ใๅ
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จใซ้็จใงใใพใใ AI้็บใใใฃใจ็ฐกๅใซ 1ใคใฎAPIใญใผใงๅฏ่ฝๆงใฏ็ก้ๅคง GitHubใฎใฏใผใฏใใญใผใใ็ดๆฅAIใๆง็ฏใใในใใใใใญใคใใพใใ ็ดๆฅAPIใๅผใณๅบใใใจใใAzure AI SDKใใใฎไปใฎๅฏพๅฟใขใใซSDKใจ็ตฑๅใใใใจใๅฏ่ฝใงใใ ่ฉณใใใฏใใกใ 40ไปฅไธใฎไบบๆฐใฎใใใชใผใใณใฝใผในใใใณๅ็จใขใใซใซ็ฌๆใซใขใฏใปในย ใใใซไฝฟใใใณใผใในใใใใใง็ด ๆฉใๆง็ฏใ้ๅง GitHubไธใงๅฎ็ตใใณใณใใญในใๅใๆฟใใฏไธ่ฆใงใ /ai/models - logos OpenAI AI21 Labs Mistral AI Microsoft Meta DeepSeek Cohere xAI OpenAI AI21 Labs Mistral AI Microsoft Meta DeepSeek Cohere xAI ใใญใณใใใจใณใธใใขใชใณใฐใซใใใผใธใงใณ็ฎก็ใ ใณใผใใฎใใใซAIใใญใณใใใฎไฟๅญใ็ฎก็ใใณใฉใใฌใผใทใงใณใ่กใใๅคๆดๅฑฅๆญดใฎ่ฟฝ่ทกใๅทฎๅใฎใใฌใใฅใผใใใคใงใใญใผใซใใใฏใงใใๆฉ่ฝใๅใใฆใใพใใ ๆจๆธฌใงๆฑบใใชใใฆใใ ๆง้ ๅใใใ่ฉไพกใซใใใใใ้ใๆง็ฏใ้ฒใใใใพใใใซในใฟใ ่ฉไพกใๅคง่ฆๆจก่จ่ชใขใใซใๅฏฉๆปใซ็จใใใใจใงย ใๅ่ณชใ้ข้ฃๆงใใใฎไปใฎไปปๆใฎๆๆจใงๅบๅใๆก็นใงใใพใใ ่ช็ถ่จ่ชใงใณใฉใใฌใผใทใงย ใณ ใใญใณใใ็ทจ้ใใใผใ ใใฌใคใซใไฟก้ ผๆงใฎ้ซใใใซใชใฏใจในใใฎใฏใผใฏใใญใผไธใซๆง็ฏใใใ่ช็ถ่จ่ชใใญใณใใใจใใฃใฟใผใซใใใ่ชฐใงใ็ฐกๅใซใใญใณใใใฎๅ่ณชใๅไธใใใใใจใใงใใพใใย ๆฌกใฎๆง็ฏใซใใฒใใใใ ใขใคใใฃใขใใใใใญใคใพใงใGitHub Spark ใจ GitHub Models ใงใๆ้ฉใชใขใใซใไฝฟใใใชใใ่ฟ
้ใชๆง็ฏใ้ฒใใพใใใใ GitHub Sparkใไฝฟใฃใฆใฟใ GitHub ย ModelsใงใขใคใใฃใขใAIใใญใธใงใฏใใงๅฎ็พ ใใญใใฟใคใใใใใญใใฏใใฎๅณใใใญใคใพใง ่ฉณใใใฏใใกใ GitHub Modelsใๅฉ็จ้ๅง GitHub Models ใใญใฅใกใณใ GitHub Models ใไฝฟใฃใใปใใใขใใใใในใใๆฏ่ผใใใใฆๅฎๅ
จใชใใใญใคๆนๆณใๅญฆใณใพใใใใ GitHub Models ใใญใฅใกใณใใฎ่กจ็คบ GitHub ใฎ่ซๆฑใซใคใใฆ็ขบ่ชใใ ใขใซใฆใณใใซๅซใพใใ็กๆไฝฟ็จๅใ่ถ
ใใฆ GitHub Models ใไฝฟ็จใใใๅ ดๅใฏใๆๆใใฉใณใซใชใใใคใณใงใใพใใ GitHub Models ใฎ่ซๆฑใซใคใใฆ็ขบ่ชใใ ใขใใซใๆค็ดข ไธป่ฆใชใใญใใคใใผใฎใขใใซใไธ่ฆงใง็ขบ่ชใย ใ่ฉฆใใใจใใงใใพใใ ใขใใซใฎ่ฉณ็ดฐใ่ฆใ ใใใใ่ณชๅ GitHub Modelsใจใฏ? GitHub Modelsใฏใ1 ใคใฎAPIใญใผใง่คๆฐใฎไธป่ฆ AI ใขใใซใซใขใฏใปในใงใใ้็บ่
ใฎใฏใผใฏใใญใผใซ AIใ็ดๆฅ็ตใฟ่พผใฟใพใใใใใซใใใใใผใ ใฏใใญใณใใใใณใผใใจใใฆ็ฎก็ใใใขใใซใฎๆฏ่ผ่ฉไพกใไธฆ่กใใฆๅฎ่กใใ็พๅจไฝฟใฃใฆใใ็ฐๅขใฎใพใพใงใในใใใๆฌ็ช็ฐๅขใธใจในใ ใผใบใซ็งป่กใงใใพใใ GitHub ModelsใฏGitHub Copilotใจ้ใใใฎใงใใ? ใฏใใGitHub ModelsใฏGitHub Copilotใจใฏๅฅใฎ่ฃฝๅใงใใGitHub Modelsใฏ่ชฐใงใ็กๆใงAI้็บใๅงใใใใGitHub ไธใง็ดๆฅๅฉ็จใงใใพใใ GitHub Modelsใฎใใฌใคใฐใฉใฆใณใใจใฏ? GitHub ModelsใซใฏใOpenAIใMetaใMicrosoftใชใฉใๆไพใใๅณ้ธใใใAIใขใใซใ่ฉฆใใใใฌใคใฐใฉใฆใณใใๅซใพใใฆใใพใใใใใงใใญใณใใใ่ฉฆใใใใใใฉใกใผใฟใผ (ๆธฉๅบฆใๆๅคงใใผใฏใณๆฐใชใฉ) ใ่ชฟๆดใใใใใชใใใใใพใใพใชใขใใซใฎๅฟ็ญใใชใขใซใฟใคใ ใง็ขบ่ชใงใใพใใ ็ฌ่ชใฎใขใใซใญใผใไฝฟ็จใใใใจใฏใงใใพใใ? ใฏใใOpenAI ใ Azure AI ใชใฉใฎใใญใใคใใผใใ็บ่กใใใ็ฌ่ชใฎ API ใญใผ (BYOK) ใไฝฟ็จใใใใจใใงใใพใใใขใใซใฎๆจ่ซใฏใ็พๅจไฝฟ็จใใฆใใใใญใใคใใผ็ต็ฑใง็ดๆฅๅฎ่กใใใๅฉ็จ็ถๆณใฏใใญใใคใใผใฎใขใซใฆใณใใ้ใใฆ่ชฒ้ใ่ฟฝ่ทกใใใพใใ GitHub ใฎ BYOK ใใญใฅใกใณใ ใใ่ฆงใใ ใใใ GitHub ไธใงใฎ GitHub Models ใฎ่ซๆฑใฎไป็ตใฟใฏใฉใฎใใใซใชใฃใฆใใพใใ? GitHub Models ใฎ่ซๆฑใฎไป็ตใฟใฏๆ่ปใซ่จญ่จใใใฆใใใใๅฅฝใฟใฎใขใใซ ใใญใใคใใผใไฝฟ็จใใชใใใๆฏๅบใ็ฎก็ใงใใใใใซใชใฃใฆใใพใใใขใใซใฎๅฉ็จใฏ Azure OpenAI Service ใซใใฃใฆๆไพใใใฆใใใGitHub ็ต็ฑใง Azure OpenAI Service ใฎใฐใญใผใใซใชๅพ้่ชฒ้ๅถใซๅบใฅใใฆ่ชฒ้ใใใพใใ GitHub Models ใฎ่ซๆฑใฎ่ฉณ็ดฐใฏใใกใ ใ Site-wide Links ้็บ่
ใใฅใผในใฌใฟใผใใตใในใฏใฉใคใใใ ใใณใใใใฏใใซใซใฌใคใใใในใใใฉใฏใใฃในใๅใๅใใพใใใใๆฏๆ 2 ๅใ ใตใในใฏใฉใคใ ใใฉใใใใฉใผใ ๆฉ่ฝ Enterprise Copilot AI ใปใญใฅใชใใฃ ไพกๆ ผ Team ใชใฝใผใน ใญใผใใใใ GitHub ใๆฏ่ผใใ ใจใณใทในใใ ้็บ่
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You can discover, create, and share actions to perform any job you'd like, including CI/CD, and combine actions in a completely customized workflow. Overview Quickstart Start here Writing workflows GitHub Actions workflows can automate tasks throughout the software development lifecycle. Tutorials for GitHub Actions Build skills and knowledge about GitHub Actions through hands-on activities. Continuous integration You can create custom continuous integration (CI) workflows directly in your GitHub repository with GitHub Actions. Publishing and installing a package with GitHub Actions You can configure a workflow in GitHub Actions to automatically publish or install a package from GitHub Packages. Popular Workflow syntax for GitHub Actions A workflow is a configurable automated process made up of one or more jobs. You must create a YAML file to define your workflow configuration. Writing workflows GitHub Actions workflows can automate tasks throughout the software development lifecycle. What's new View all Reduced pricing for GitHub-hosted runners usage January 01 Improved performance for GitHub Actions workflows page December 22 Update to GitHub Actions pricing December 16 Guides Using workflow templates GitHub provides workflow templates for a variety of languages and tooling. @GitHub Publishing Node.js packages In this tutorial, you'll learn how to publish Node.js packages to a registry as part of your continuous integration (CI) workflow. @GitHub Building and testing PowerShell Learn how to create a continuous integration (CI) workflow to build and test your PowerShell project. @potatoqualitee All GitHub Actions docs Get started with GitHub Actions Quickstart for GitHub Actions Understanding GitHub Actions Continuous integration Continuous deployment GitHub Actions vs GitHub Apps Concepts for GitHub Actions Workflows and actions ย โข 11 articles GitHub Actions Runners ย โข 8 articles Security in GitHub Actions ย โข 7 articles About GitHub Actions metrics Billing and usage How-tos for GitHub Actions Writing workflows ย โข 4 articles Reusing automations ย โข 4 articles Security for GitHub Actions ย โข 2 articles Deploying with GitHub Actions ย โข 2 articles Creating and publishing actions ย โข 6 articles Managing workflow runs ย โข 10 articles Manage runners ย โข 4 articles Monitor workflows ย โข 6 articles Troubleshooting workflows Administering GitHub Actions ย โข 1 articles Getting help from GitHub Support about GitHub Actions Reference for GitHub Actions Workflows and actions reference ย โข 12 articles Runners reference ย โข 3 articles Security reference ย โข 3 articles Actions limits GitHub Actions Importer reference ย โข 2 articles Tutorials for GitHub Actions Creating an example workflow Building and testing your code ย โข 12 articles Use GITHUB_TOKEN for authentication in workflows Migrating from self-hosted runners to GitHub-hosted runners Create actions ย โข 2 articles Publishing packages ย โข 4 articles Managing your work with GitHub Actions ย โข 4 articles Store and share data with workflow artifacts Using containerized services ย โข 4 articles Migrating to GitHub Actions ย โข 2 articles Use Actions Runner Controller ย โข 5 articles Help and support Did you find what you needed? 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https://gg.forem.com/privacy#10-childrens-information | Privacy Policy - Gamers Forem 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 Cryptoโfrom 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 โ 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 Gamers Forem Close Privacy Policy Last Updated: September 01, 2023 This Privacy Policy is designed to help you understand how DEV Community Inc. (" DEV ," " we ," or " us ") collects, use, and discloses your personal information. What's With the Defined Terms? You'll notice that some words appear in quotes in this Privacy Policy.ย They're called "defined terms," and we use them so that we don't have to repeat the same language again and again.ย They mean the same thing in every instance, to help us make sure that this Privacy Policy is consistent. We've included the defined terms throughout because we want it to be easy for you to read them in context. 1. WHAT DOES THIS PRIVACY POLICY APPLY TO? 2. PERSONAL INFORMATION WE COLLECT 3. HOW WE USE YOUR INFORMATION 4. HOW WE DISCLOSE YOUR INFORMATION 5. YOUR PRIVACY CHOICES AND RIGHTS 6. INTERNATIONAL DATA TRANSFERS 7. RETENTION OF PERSONAL INFORMATION 8. SUPPLEMENTAL DISCLOSURES FOR CALIFORNIA RESIDENTS 9. SUPPLEMENTAL NOTICE FOR NEVADA RESIDENTS 10. CHILDREN'S INFORMATION 11. OTHER PROVISIONS 12. CONTACT US 1. WHAT DOES THIS PRIVACY POLICY APPLY TO? This Privacy Policy applies to personal information processed by us, including on our websites, mobile applications, and other online or offline offerings โ basically anything we do. To make this Privacy Policy easier to read, our websites, mobile applications, and other offerings are all collectively called the " Services. " Beyond this Privacy Policy, your use of the Services is subject to our DEV Community Terms and our Forem Terms. The Services include both our own community forum at https://www.dev.to (the " DEV Community ") and the open source tool we provide called " Forem ," available at https://www.forem.com which allows our customers to create and operate their own online forums. We collect personal information from two categories of people: (1) our customers, who use Forem and our hosting services to run and host their own forums (we'll call them " Forem Operators "), and (2) the people who interact with DEV-hosted forums, including forums provided by Forem Operators utilizing Forem and separately our own DEV Community (we'll call them " Users "). An Important Note for Users Since we provide hosting services for Forem Operators, technically we also process your information on their behalf. That processing is governed by the contracts that we have in place with each Forem Operator, not this Privacy Policy. In other words, when you share your data on a DEV-hosted forum operated by a Forem Operator, we at DEV are basically just the "pipes" โ we process the data on behalf of the Forem Operator, but don't do anything with it ourselves beyond what we're required to do under our contract (and by law). So, if you post your information on a DEV-powered forum provided by a Forem Operator, that Forem Operator's privacy policy applies, and any questions or requests relating to your data on that service should be directed to that Forem Operator, not us. Likewise, if you use our mobile application, you may also interact with forums that use DEV's open-source tools but do all their hosting and data collection themselves. For those forums, we at DEV have no access to your data, so be sure to read the privacy policy of any third-party hosted forum before posting. 2. PERSONAL INFORMATION WE COLLECT The categories of personal information we collect depend on whether you're a User or Forem Operator, how you interact with us, our Services, and the requirements of applicable law. Breaking it down, we collect three types of information: (1) information that you provide to us directly, (2) information we obtain automatically when you use our Services, and (3) information we get about you from other sources (such as third-party services and organizations). More details are below. A. Information You Provide to Us Directly We may collect the following personal information that you provide to us. Account Creation (for Forem Operators): We'll require your name and email address to get started, as well as some details about the Forem you want to run, such as: whether you're running the Forem on your own behalf or as part of an organization, and details about the community you want to support (how big is it, what topics does it cover, where do members currently communicate, how/if the community earns money, whether the community is open, invite-only or paid, any existing social media accounts, etc.) You'll need to tell us a bit about your personal coding background, and you'll have the option to provide your DEV username as well, if you are a member of the DEV.to community. Account Creation (for Users) : We collect name and email address from users that create an account on DEV Community. For other forums created by Forem Operators using Forem, the Forem Operator determines what information is required for User account creation for their respective forums. Interactive Features (for Users) . Like any other social network, both we and other Users of our Services may collect personal information that you submit or make available through our interactive features (e.g., messaging and chat features, commenting functionalities, forums, blogs, posts, and other social media pages). While we do have private messages that are only between you and the person you're messaging (as well as us and the Forem Operator, as applicable), any information you provide using the public sharing features of the Services, such as the information you post to your public profile or the topics you follow is public, including to recruiters and prospective employers, and is not subject to any of the privacy protections we mention in this Privacy Policy except where legally required. Please exercise caution before revealing any information that may identify you in the real world to others. Purchases . If you buy stuff on our shop site https://shop.dev.to/ (as either a User or Forem Operator), or otherwise if you pay us in connection with your use of the Forem service, we may collect personal information and details associated with your purchases, including payment information. Any payments made via our Services are processed by third-party payment processors, such as Stripe, Shopify, and PayPal. We do not directly collect or store any payment card information entered through our Services, but may receive information associated with your payment card information (e.g., your billing details). Your Communications with Us (Users and Forem Operators) . We may collect personal information, such as email address, phone number, or mailing address when you request information about our Services, register for our newsletter or loyalty program, request customer or technical support, apply for a job, or otherwise communicate with us. Surveys . We may contact you to participate in surveys. If you decide to participate, you may be asked to provide certain information, which may include personal information (for example, your home address). Sweepstakes or Contests . We may collect personal information you provide for any sweepstakes or contests that we offer. In some jurisdictions, we are required to publicly share information of sweepstakes and contest winners. Conferences, Trade Shows, and Other Events . We may collect personal information from individuals when we attend conferences, trade shows, and other events. Business Development and Strategic Partnerships . We may collect personal information from individuals and third parties to assess and pursue potential business opportunities. Job Applications . We may post job openings and opportunities on our Services. If you reply to one of these postings by submitting your application, CV and/or cover letter to us, we will collect and use your information to assess your qualifications. B. Information Collected Automatically We may collect personal information automatically when you use our Services: Automatic Data Collection . We may collect certain information automatically when you use our Services, such as your Internet protocol (IP) address, user settings, MAC address, cookie identifiers, mobile carrier, mobile advertising and other unique identifiers, browser or device information, location information (including approximate location derived from IP address), and Internet service provider. We may also automatically collect information regarding your use of our Services, such as pages that you visit before, during and after using our Services, information about the links you click, the types of content you interact with, the frequency and duration of your activities, and other information about how you use our Services. In addition, we may collect information that other people provide about you when they use our Services, including information about you when they tag you in their posts. Cookies, Pixel Tags/Web Beacons, and Other Technologies . We, as well as third parties that provide content, advertising, or other functionality on our Services, may use cookies, pixel tags, local storage, and other technologies (" Technologies ") to automatically collect information through your use of our Services. Cookies . Cookies are small text files placed in device browsers that store preferences and facilitate and enhance your experience. Pixel Tags/Web Beacons . A pixel tag (also known as a web beacon) is a piece of code embedded in our Services that collects information about engagement on our Services. The use of a pixel tag allows us to record, for example, that a user has visited a particular web page or clicked on a particular advertisement. We may also include web beacons in e-mails to understand whether messages have been opened, acted on, or forwarded. Our uses of these Technologies fall into the following general categories: Operationally Necessary . This includes Technologies that allow you access to our Services, applications, and tools that are required to identify irregular website behavior, prevent fraudulent activity and improve security or that allow you to make use of our functionality. Performance-Related . We may use Technologies to assess the performance of our Services, including as part of our analytic practices to help us understand how individuals use our Services ( see Analytics below ). Functionality-Related . We may use Technologies that allow us to offer you enhanced functionality when accessing or using our Services. This may include identifying you when you sign into our Services or keeping track of your specified preferences, interests, or past items viewed. Analytics . We may use Technologies and other third-party tools to process analytics information on our Services. Some of our analytics partners include Google Analytics. For more information,please visit Google Analytics' Privacy Policy . To learn more about how to opt-out of Google Analytics' use of your information, please click here . Social Media Platforms . Our Services may contain social media buttons such as Twitter, Facebook, GitHub, Instagram, and Twitch (that might include widgets such as the "share this" button or other interactive mini programs). These features may collect your IP address, which page you are visiting on our Services, and may set a cookie to enable the feature to function properly. Your interactions with these platforms are governed by the privacy policy of the company providing it. See the "Your Privacy Choices and Rights" section below to understand your choices regarding these Technologies. C. Information Collected from Other Sources We may obtain information about you from other sources, including through third-party services and organizations. For example, if you access our Services through a third-party application, such as an app store, a third-party login service (e.g., through Twitter, Apple, or GitHub), or a social networking site, we may collect whatever information about you from that third-party application that you have made available via your privacy settings. 3. HOW WE USE YOUR INFORMATION We use your information for a variety of business purposes, including to provide our Services, for administrative purposes, and to market our products and Services, as described below. A. Provide Our Services We use your information to fulfill our contract with you and provide you with our Services, such as: Managing your information and accounts; Providing access to certain areas, functionalities, and features of our Services; Answering requests for customer or technical support; Communicating with you about your account, activities on our Services, and policy changes; Processing your financial information and other payment methods for products or Services purchased; Processing applications if you apply for a job we post on our Services; and Allowing you to register for events. B. Administrative Purposes We use your information for various administrative purposes, such as: Pursuing our legitimate interests such as direct marketing, research and development (including marketing research), network and information security, and fraud prevention; Detecting security incidents, protecting against malicious, deceptive, fraudulent or illegal activity, and prosecuting those responsible for that activity; Measuring interest and engagement in our Services, including for usage-based billing purposes; Short-term, transient use, such as contextual customization of ads; Improving, optimizing, upgrading, or enhancing our Services; Developing new products and Services; Ensuring internal quality control and safety; Authenticating and verifying individual identities, including requests to exercise your rights under this policy; Debugging to identify and repair errors with our Services; Auditing relating to interactions, transactions and other compliance activities; Enforcing our agreements and policies; and Complying with our legal obligations. C. Marketing and Advertising our Products and Services We may use your personal information to tailor and provide you with content and advertisements for our Services, such as via email. If you have any questions about our marketing practices, you may contact us at any time as set forth in the "Contact Us" section below. D. Other Purposes We also use your information for other purposes as requested by you or as permitted by applicable law. Consent . We may use personal information for other purposes that are clearly disclosed to you at the time you provide personal information or with your consent. Automated Decision Making. We may engage in automated decision making, including profiling, such as to suggest topics or other Users for you to follow. DEV's processing of your personal information will not result in a decision based solely on automated processing that significantly affects you unless such a decision is necessary as part of a contract we have with you, we have your consent, or we are permitted by law to engage in such automated decision making. If you have questions about our automated decision making, you may contact us as set forth in the "Contact Us" section below. De-identified and Aggregated Information . We may use personal information and other information about you to create de-identified and/or aggregated information, such as de-identified demographic information, information about the device from which you access our Services, or other analyses we create. For example, we may collect system-wide information to ensure availability of the platform, or measure aggregate data trends to analyze and optimize our Services. Share Content with Friends or Colleagues. Our Services may offer various tools and functionalities. For example, we may allow you to provide information about your friends through our referral services. Our referral services may allow you to forward or share certain content with a friend or colleague, such as an email inviting your friend to use our Services. Please only share with us contact information of people with whom you have a relationship (e.g., relative, friend neighbor, or co-worker). 4. HOW WE DISCLOSE YOUR INFORMATION We disclose your information to third parties for a variety of business purposes, including to provide our Services, to protect us or others, or in the event of a major business transaction such as a merger, sale, or asset transfer, as described below. A. Disclosures to Provide our Services The categories of third parties with whom we may share your information are described below. Service Providers . We may share your personal information with our third-party service providers who use that information to help us provide our Services. This includes service providers that provide us with IT support, hosting, payment processing, customer service, and related services. For example, our Shop site is run by Shopify, who handle your shipping details on our behalf. Business Partners . We may share your personal information with business partners to provide you with a product or service you have requested. We may also share your personal information to business partners with whom we jointly offer products or services. Other Users . As described above in the "Personal Information We Collect" section of this Privacy Policy, our Service allows Users to share their profiles, and any posts, chats, etc. with other Users and with the general public, including to those who do not use our Services. APIs/SDKs . We may use third-party Application Program Interfaces ("APIs") and Software Development Kits ("SDKs") as part of the functionality of our Services. For more information about our use of APIs and SDKs, please contact us as set forth in the "Contact Us" section below. B . Disclosures to Protect Us or Others We may access, preserve, and disclose any information we store associated with you to external parties if we, in good faith, believe doing so is required or appropriate to: comply with law enforcement or national security requests and legal process, such as a court order or subpoena; protect your, our, or others' rights, property, or safety; enforce our policies or contracts; collect amounts owed to us; or assist with an investigation or prosecution of suspected or actual illegal activity. C. Disclosure in the Event of Merger, Sale, or Other Asset Transfers If we are involved in a merger, acquisition, financing due diligence, reorganization, bankruptcy, receivership, purchase or sale of assets, or transition of service to another provider, your information may be sold or transferred as part of such a transaction, as permitted by law and/or contract. 5. YOUR PRIVACY CHOICES AND RIGHTS Your Privacy Choices . The privacy choices you may have about your personal information are determined by applicable law and are described below. Email Communications . If you receive an unwanted email from us, you can use the unsubscribe link found at the bottom of the email to opt out of receiving future emails. Note that you will continue to receive transaction-related emails regarding products or Services you have requested. We may also send you certain non-promotional communications regarding us and our Services, and you will not be able to opt out of those communications (e.g., communications regarding our Services or updates to our Terms or this Privacy Policy). Mobile Devices . We may send you push notifications through our mobile application. You may opt out from receiving these push notifications by changing the settings on your mobile device. "Do Not Track." Do Not Track (" DNT ") is a privacy preference that users can set in certain web browsers. Please note that we do not respond to or honor DNT signals or similar mechanisms transmitted by web browsers. Cookies and Interest-Based Advertising . You may stop or restrict the placement of Technologies on your device or remove them by adjusting your preferences as your browser or device permits. However, if you adjust your preferences, our Services may not work properly. Please note that cookie-based opt-outs are not effective on mobile applications. Please note you must separately opt out in each browser and on each device. Your Privacy Rights . In accordance with applicable law, you may have the right to: Access Personal Information about you, including: (i) confirming whether we are processing your personal information; (ii) obtaining access to or a copy of your personal information; Request Correction of your personal information where it is inaccurate, incomplete or outdated. In some cases, we may provide self-service tools that enable you to update your personal information; Request Deletion, Anonymization or Blocking of your personal information when processing is based on your consent or when processing is unnecessary, excessive or noncompliant; Request Restriction of or Object to our processing of your personal information when processing is noncompliant; Withdraw Your Consent to our processing of your personal information. If you refrain from providing personal information or withdraw your consent to processing, some features of our Service may not be available; Request Data Portability and Receive an Electronic Copy of Personal Information that You Have Provided to Us; Be Informed about third parties with which your personal information has been shared; and Request the Review of Decisions Taken Exclusively Based on Automated Processing if such decisions could affect your data subject rights. If you would like to exercise any of these rights, please contact us as set forth in "Contact Us" below. We will process such requests in accordance with applicable laws. 6. INTERNATIONAL DATA TRANSFERS All information processed by us may be transferred, processed, and stored anywhere in the world, including, but not limited to, the United States or other countries, which may have data protection laws that are different from the laws where you live. We always strive to safeguard your information consistent with the requirements of applicable laws. 7. RETENTION OF PERSONAL INFORMATION We store the personal information we collect as described in this Privacy Policy for as long as you use our Services or as necessary: to fulfill the purpose or purposes for which it was collected, to provide our Services, to resolve disputes, to establish legal defenses, to conduct audits, to pursue legitimate business purposes, to enforce our agreements, and to comply with applicable laws.ย 8. SUPPLEMENTAL DISCLOSURES FOR CALIFORNIA RESIDENTS Refer-a-Friend and Similar Incentive Programs . As described above in the How We Use Your Personal Information section ("Share Content with Friends or Colleagues" subsection), we may offer referral programs or other incentivized data collection programs. For example, we may offer incentives to you such as discounts or promotional items or credit in connection with these programs, wherein you provide your personal information in exchange for a reward, or provide personal information regarding your friends or colleagues (such as their email address) and receive rewards when they sign up to use our Services. (The referred party may also receive rewards for signing up via your referral.) These programs are entirely voluntary and allow us to grow our business and provide additional benefits to you. The value of your data to us depends on how you ultimately use our Services, whereas the value of the referred party's data to us depends on whether the referred party ultimately becomes a User or Forem Operator and uses our Services. Said value will be reflected in the incentive offered in connection with each program. Accessibility . This Privacy Policy uses industry-standard technologies and was developed in line with the World Wide Web Consortium's Web Content Accessibility Guidelines, version 2.1* . * If you wish to print this policy, please do so from your web browser or by saving the page as a PDF. California Shine the Light . The California "Shine the Light" law permits users who are California residents to request and obtain from us once a year, free of charge, a list of the third parties to whom we have disclosed their personal information (if any) for their direct marketing purposes in the prior calendar year, as well as the type of personal information disclosed to those parties. Right for Minors to Remove Posted Content . Where required by law, California residents under the age of 18 may request to have their posted content or information removed from the publicly-viewable portions of the Services by contacting us directly as set forth in the "Contact Us" section below or by logging into their account and removing the content or information using our self-service tools. 9. SUPPLEMENTAL NOTICE FOR NEVADA RESIDENTS If you are a resident of Nevada, you have the right to opt-out of the sale of certain Personal Information to third parties who intend to license or sell that Personal Information. You can exercise this right by contacting us as set forth in the "Contact Us\" section below with the subject line "Nevada Do Not Sell Request" and providing us with your name and the email address associated with your account. Please note that we do not currently sell your Personal Information as sales are defined in Nevada Revised Statutes Chapter 603A. 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A space to share projects, ask questions, and discuss server-driven templating Dropdown menu Dropdown menu Skip to content Navigation menu Search Powered by Algolia Search Log in Create account DEV Community Close Follow User actions Peter Vivo Pipeline operator and touch bar fanatic from Hungary. God speed you! Location Pomaz Joined Joined onย Jul 24, 2020 Personal website https://github.com/Pengeszikra/jsdoc-duck github website Education streetwise Work full stack developer at TCS Five Year Club This badge celebrates the longevity of those who have been a registered member of the DEV Community for at least five years. Got it Close 32 Week Community Wellness Streak You're a true community hero! You've maintained your commitment by posting at least 2 comments per week for 32 straight weeks. Now enjoy the celebration! ๐ Got it Close 24 Week Community Wellness Streak You're a consistent community enthusiast! 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Got it Close Show all 14 badges More info about @pengeszikra GitHub Repositories react-state-factory react state handling helper based on useReducer and typescript TypeScript alien-solitare jsdoc-duck example game for dev.io Challenge JavaScript jsdoc-duck jsDoc version of react-state-factory JavaScript Currently learning pure web Currently hacking on jsdoc-duck, TS pipeline operator, pure web, no build Post 28 posts published Comment 691 comments written Tag 5 tags followed Importance of visuals Peter Vivo Peter Vivo Peter Vivo Follow Apr 1 '25 Importance of visuals # ai # animation # beginners # productivity 2 ย reactions Comments Addย Comment 3 min read Want to connect with Peter Vivo? Create an account to connect with Peter Vivo. You can also sign in below to proceed if you already have an account. Create Account Already have an account? Sign in Why reinvent the wheel? Peter Vivo Peter Vivo Peter Vivo Follow Feb 11 '25 Why reinvent the wheel? # webdev # javascript # html # tailwindcss 3 ย reactions Comments Addย Comment 2 min read Stolen Content by AI Peter Vivo Peter Vivo Peter Vivo Follow Jan 27 '25 Stolen Content by AI # ai # productivity # webdev # opensource 7 ย reactions Comments 1 ย comment 3 min read Javascript great again! - The Voice of Void 02:37 Peter Vivo Peter Vivo Peter Vivo Follow Jan 18 '25 Javascript great again! - The Voice of Void # javascript # gamedev # jsdoc # hackathon 34 ย reactions Comments 5 ย comments 11 min read Flogon Galaxy 00:33 Peter Vivo Peter Vivo Peter Vivo Follow Dec 29 '24 Flogon Galaxy # webdev # javascript # gamedev # ai 7 ย reactions Comments 5 ย comments 1 min read SDD Story Driven Developments Peter Vivo Peter Vivo Peter Vivo Follow Dec 19 '24 SDD Story Driven Developments # javascript # html # gamedev 1 ย reaction Comments Addย Comment 3 min read JSDoc Evangelism Peter Vivo Peter Vivo Peter Vivo Follow Oct 27 '24 JSDoc Evangelism # javascript # typescript # jsdoc # webdev 9 ย reactions Comments 9 ย comments 4 min read Wannabe JS framework Peter Vivo Peter Vivo Peter Vivo Follow Oct 21 '24 Wannabe JS framework # webdev # javascript # beginners # pureweb 1 ย reaction Comments Addย Comment 1 min read Chuck Norris TODO list Peter Vivo Peter Vivo Peter Vivo Follow Oct 17 '24 Chuck Norris TODO list # webdev # javascript 2 ย reactions Comments Addย Comment 2 min read This is How I Code 09:46 Peter Vivo Peter Vivo Peter Vivo Follow Oct 13 '24 This is How I Code # webdev # javascript # programming # pureweb 9 ย reactions Comments Addย Comment 2 min read React => noFramework, noBuild Peter Vivo Peter Vivo Peter Vivo Follow Oct 5 '24 React => noFramework, noBuild # discuss # webdev # javascript # purehtml 1 ย reaction Comments Addย Comment 1 min read A L I E N - S O L I T A R E Peter Vivo Peter Vivo Peter Vivo Follow Sep 29 '24 A L I E N - S O L I T A R E # devchallenge # gamechallenge # gamedev # webdev 9 ย reactions Comments 4 ย comments 5 min read jsDoc npm module quest Peter Vivo Peter Vivo Peter Vivo Follow Aug 29 '24 jsDoc npm module quest # javascript # jsdoc # typescript # react Comments Addย Comment 2 min read Age of Spaghetti Code Peter Vivo Peter Vivo Peter Vivo Follow Jun 21 '24 Age of Spaghetti Code # webdev # javascript # beginners 1 ย reaction Comments Addย Comment 1 min read ChatGPT 4 + Dalle-E 3 = the true RPG Peter Vivo Peter Vivo Peter Vivo Follow Oct 27 '23 ChatGPT 4 + Dalle-E 3 = the true RPG # beginners # chatgpt # programming # promptengineering 1 ย reaction Comments Addย Comment 30 min read Pipeline Operator great again! Peter Vivo Peter Vivo Peter Vivo Follow Sep 29 '23 Pipeline Operator great again! # typescript # opensource # video # javascript 10 ย reactions Comments 3 ย comments 3 min read Typescript challenge Peter Vivo Peter Vivo Peter Vivo Follow Sep 27 '23 Typescript challenge # typescript # productivity # react # video Comments Addย Comment 4 min read Simplify your React state management with react-state-factory Peter Vivo Peter Vivo Peter Vivo Follow Sep 13 '23 Simplify your React state management with react-state-factory # discuss # react # opensource # typescript 1 ย reaction Comments Addย Comment 2 min read Tartalom gyรกrtรกs: ChatGPT Peter Vivo Peter Vivo Peter Vivo Follow Feb 11 '23 Tartalom gyรกrtรกs: ChatGPT # goodjob # gratitude 1 ย reaction Comments Addย Comment 7 min read Content creation by ChatGPT Peter Vivo Peter Vivo Peter Vivo Follow Feb 10 '23 Content creation by ChatGPT # chatgpt # javascript # ai # tutorial 2 ย reactions Comments Addย Comment 5 min read Terminal is your friend Peter Vivo Peter Vivo Peter Vivo Follow Aug 9 '22 Terminal is your friend # bash # comment # productivity # javascript 9 ย reactions Comments Addย Comment 2 min read over engineered reduce Peter Vivo Peter Vivo Peter Vivo Follow Jan 28 '22 over engineered reduce Comments Addย Comment 1 min read no dislocation = no-undef Peter Vivo Peter Vivo Peter Vivo Follow Nov 15 '21 no dislocation = no-undef # javascript # eslint 4 ย reactions Comments Addย Comment 1 min read rust start: hot reloading Peter Vivo Peter Vivo Peter Vivo Follow Nov 28 '20 rust start: hot reloading 1 ย reaction Comments Addย Comment 1 min read trap of fold Peter Vivo Peter Vivo Peter Vivo Follow Oct 9 '20 trap of fold # rust # beginners 6 ย reactions Comments Addย Comment 1 min read React game under 2h Peter Vivo Peter Vivo Peter Vivo Follow Sep 27 '20 React game under 2h # react # javascript 5 ย reactions Comments Addย Comment 2 min read handmade react Peter Vivo Peter Vivo Peter Vivo Follow Aug 4 '20 handmade react # react # bundler # javascript # html 5 ย reactions Comments Addย Comment 3 min read loading... ๐ 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 โ 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 โ the open source software that powers DEV and other inclusive communities. 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https://devblogs.microsoft.com/dotnet/introducing-dotnet-monitor/ | Introducing dotnet-monitor, an experimental tool - .NET Blog Skip to main content Microsoft Dev Blogs Dev Blogs Dev Blogs Home Developer Microsoft for Developers Visual Studio Visual Studio Code Develop from the cloud All things Azure Xcode DevOps Windows Developer ISE Developer Azure SDK Command Line Aspire Technology DirectX Semantic Kernel Languages C++ C# F# TypeScript PowerShell Team Python Java Java Blog in Chinese Go .NET All .NET posts .NET Aspire .NET MAUI AI ASP.NET Core Blazor Entity Framework NuGet Servicing .NET Blog in Chinese Platform Development #ifdef Windows Microsoft Foundry Azure Government Azure VM Runtime Team Bing Dev Center Microsoft Edge Dev Microsoft Azure Microsoft 365 Developer Microsoft Entra Identity Developer Old New Thing Power Platform Data Development Azure Cosmos DB Azure Data Studio Azure SQL OData Revolutions R Unified Data Model (IDEAs) Microsoft Entra PowerShell More Search Search No results Cancel Dev Blogs .NET Blog Introducing dotnet-monitor, an experimental tool .NET 10 is here! .NET 10 is now available: the most productive, modern, secure, intelligent, and performant release of .NET yet. Learn More Download Now June 23rd, 2020 1 reaction Introducing dotnet-monitor, an experimental tool Sourabh Shirhatti [MSFT] Program Manager Show more dotnet-monitor is an experimental tool that makes it easier to get access to diagnostics information in a dotnet process. When running a dotnet application differences in diverse local and production environments can make collecting diagnostics artifacts (e.g., logs, traces, process dumps) challenging. dotnet-monitor aims to simplify the process by exposing a consistent REST API regardless of where your application is run. This blog post details how to get started with dotnet-monitor and covers the following: How to setup dotnet-monitor What diagnostics artifacts can be collected; and How to collect each of the artifacts Tour of dotnet-monitor Setup dotnet-monitor dotnet-monitor will be made available via two different distribution mechanism: As a .NET Core global tool; and As a container image available via the Microsoft Container Registry (MCR) The setup instructions for dotnet-monitor vary based on the target environment. The following section covers some common environments. In the default configuration dotnet-monitor binds to two different groups of URLs. The URLs controlled via the --urls parameter (defaults to http://localhost:52323 ) expose all the collection endpoints. The URLs controlled via the --metricUrls parameter (defaults to http://localhost:52325 ) only expose the /metrics endpoint. Since diagnostics artifacts such as logs, dumps, and traces can leak sensitive information about the application, it is strongly recommended that you do not publicly expose these endpoints. Local Machine To get started with dotnet-monitor locally, you will need to have .NET Core installed on your machine. You can then install dotnet-monitor as a global tool using the following command: dotnet tool install -g dotnet-monitor -- add - source http s: //dnceng.pkgs.visualstudio. com /public/_packaging/dotnet-tools/nuget/v3/ index .json -- version 5.0 . 0 -preview.* Once installed you can run dotnet-monitor via the following command: dotnet monitor collect Running in Docker When consuming dotnet-monitor as a container image, it can be pulled from MCR using the following command: docker pull mcr .microsoft .com /dotnet/nightly/monitor: 5.0 . 0 -preview.1 Once you have the image pulled locally, you will need to share a volume mount between your application container and dotnet-monitor using the following commands: docker volume create diagnosticserver docker run -d --rm - p 8000 : 80 -v diagnosticsserver:/tmp mcr .microsoft .com /dotnet/core/samples:aspnetapp docker run -it --rm - p 52323 : 52323 -v diagnosticsserver:/tmp mcr .microsoft .com /dotnet/nightly/monitor: 5.0 . 0 -preview.1 --urls http: //*:52323 Running in a Kubernetes cluster When running in a cluster, it is recommend to run the dotnet-monitor container as a sidecar alongside your application container in the same pod. The sample Kubernetes manifest below shows how to configure your deployment to include a sidecar container. apiVersion : apps/v1 kind : Deployment metadata : name : dotnet-hello-world spec : replicas : 1 selector : matchLabels : app : dotnet-hello-world template : metadata : labels : app : dotnet-hello-world spec : volumes : - name : diagnostics emptyDir : {} containers : - name : server image : mcr.microsoft.com/dotnet/core/ samples :aspnetapp ports : - containerPort : 80 volumeMounts : - mountPath : /tmp name : diagnostics - name : sidecar image : mcr.microsoft.com/dotnet/nightly/monitor:5.0.0-preview.1 ports : - containerPort : 52325 # args : [ "--urls" , "http://*:52323" , "--metricUrls" , "http://*:52325" ] volumeMounts : - name : diagnostics mountPath : /tmp Unlike other target environments, this configuration does not make the diagnostics endpoint available on your host network. You will need to port forward traffic from your host to your target cluster. To do this, obtain the name of the pod you wish to forward traffic to using the kubectl command: $ kubectl get pod -l app=dotnet-hello-world NAME READY STATUS RESTARTS AGE dotnet-hello-world-dc6f67566-t2dzd 2 / 2 Running 0 37 m Once you have your target pod name, forward traffic using the kubectl port-forward command: In PowerShell, PS> $job = Start- Job -ScriptBlock { kubectl port-forward pods/dotnet-hello-world-dc6f67566-t2dzd 52323 : 52323 } In bash, $ kubectl port-forward pods/dotnet-hello-world-dc 6f67566 -t2dzd 52323:52323 >/dev/null & Once you have started forwarding traffic from your local network to the desired pod, you can make your desired API call. As an example, you can run the following command: In PowerShell, PS> Invoke-RestMethod http: //localhost:52323/processes In bash, $ curl -s http: / /localhost:52323/processes | jq Once you have completed collecting the desired diagnostics artifacts, you can stop forwarding traffic into the container using the following command: In PowerShell, PS> Stop- Job $job PS> Remove- Job $job In bash, $ pkill kubectl Endpoints The REST API exposed by dotnet-monitor exposes the following endpoints: /processes /dump/{pid?} /gcdump/{pid?} /trace/{pid?} /logs/{pid?} /metrics In the sections that follow, we’ll look at the functionality exposed by each of these endpoints and use these endpoints to collect diagnostics artifacts. Processes The /processes endpoint returns a list of target processes accessible to dotnet-monitor . To get a list of available processes, run the following command: In PowerShell, PS> Invoke-RestMethod http://localhost:52323/processes pid --- 1 In bash, $ curl - s http: //localhost : 52323 /processes | j q [ { "pid": 1 } ] As a convenience, when there is only one accessible process, dotnet-monitor does not require you to specify a process id for the remaining diagnostic endpoints. Known Issue: When running locally the dotnet-monitor tools lists itself as one of the target processes. Dump The /dump endpoint returns a process dump of the target process. To collect a process dump, run the following command: In PowerShell, PS> Start- Process http: //localhost:52323/dump In bash, $ wget --content-disposition http: / /localhost:52323/dump A dump artifact cannot be analyzed on a machine of a different OS/Architecture than where it was captured. When collecting a dump from a Kubernetes cluster running Linux, the resulting core dump cannot be analyzed on a Windows or a macOS machine. You can however use the existing dotnet-dump tool to analyze the generated dump in a Docker container using the following commands: docker run --rm -it -v C: /dumpFiles:/ dumpFiles mcr.microsoft.com /dotnet/ sdk /bin/ sh # Now in the context of the docker container dotnet tool install -g dotnet-dump /root/ .dotnet /tools/ dotnet-dump analyze /dumpFiles/ core_20200618_083349 GC Dump The /gcdump endpoint returns a GC dump of the target process. To collect a GC dump, run the following command: In PowerShell, PS> Start- Process http: //localhost:52323/gcdump In bash, $ wget --content-disposition http: / /localhost:52323/gcdump Unlike a process dump, a GC dump is a portable format which can be analyzed by Visual Studio and perfview regardless of the platform it was collected on. To learn more about when to collect GC dumps and how to analyze them, take a look at our earlier blog post . Traces The /trace endpoint returns a trace of the target process. The default trace profile includes sampled CPU stacks, HTTP request start/stop events, and metrics for a duration of 30 seconds. The duration of collection can be customized via the durationSeconds querystring parameter. The diagnostic data present in the trace can be customized via the profile querystring parameter to include any combination of the preset profiles: CPU (CPU profiler), Http (Request start/stop events from ASP.NET Core), Logs (Logging from the EventSourceLogger from Microsoft.Extensions.Logging library); and Metrics (Runtime and ASP.NET Core EventCounters ). For example, a request to /trace?profile=cpu,logs will enable the collection of the CPU profiler and logs. In addition to the GET endpoint, there is POST version of the endpoint which allows you to specify what EventSource providers to enable via the request body. To collect a trace of the target process, run the following command: In PowerShell, PS> Start- Process http: //localhost:52323/trace In bash, $ wget --content-disposition http: / /localhost:52323/trace The resulting .nettrace file can be analyzed with both Visual Studio and PerfView. Logs The /logs endpoint will stream logs from the target process for a duration of 30 seconds. The duration of collection can be customized via the durationSeconds querystring parameter. The logs endpoint is capable of returning either newline delimited JSON ( application/x-ndjson ) or the Event stream format ( text/event-stream ) based on the specified Accept header in the HTTP request. To start streaming logs from the target process, run the following command: In PowerShell, PS> Start- Process http: //localhost:52323/logs In bash, $ curl -H "Accept:application/x-ndjson" http://localhost: 52323 /logs --no-buffer { "LogLevel" : "Information" , "EventId" : "1" , "Category" : "Microsoft.AspNetCore.Hosting.Diagnostics" , "Message" : "Request starting HTTP/1.1 GET http://localhost:7001/ " , "Scopes" :{ "RequestId" : "0HM0N9ARKHVJK:00000002" , "RequestPath" : "/" , "SpanId" : "|88c401de-4df03365b379aaa4." , "TraceId" : "88c401de-4df03365b379aaa4" , "ParentId" : "" }, "Arguments" :{ "Protocol" : "HTTP/1.1" , "Method" : " GET " , "ContentType" :null, "ContentLength" :null, "Scheme" : "http" , "Host" : "localhost:7001" , "PathBase" : "" , "Path" : "/" , "QueryString" : "" }} { "LogLevel" : "Information" , "EventId" : "ExecutingEndpoint" , "Category" : "Microsoft.AspNetCore.Routing.EndpointMiddleware" , "Message" : "Executing endpoint \u0027/Index\u0027" , "Scopes" :{ "RequestId" : "0HM0N9ARKHVJK:00000002" , "RequestPath" : "/" , "SpanId" : "|88c401de-4df03365b379aaa4." , "TraceId" : "88c401de-4df03365b379aaa4" , "ParentId" : "" }, "Arguments" :{ "EndpointName" : "/Index" , "{OriginalFormat}" : "Executing endpoint \u0027{EndpointName}\u0027" }} Metrics The /metrics endpoint will return a snapshot of runtime and ASP.NET Core metrics in the prometheus exposition format . Unlike the other diagnostics endpoints, the metrics endpoint will not be available if dotnet-trace detects more than one target process. In addition to being accessible via the URLs configured via the --urls parameters, the metrics endpoint is also accessible from the URLs configured via the --metricUrls . When running in Kubernetes, it may be suitable to expose the metrics URL to other services in your cluster to allow them to scrape metrics. When deploying in-cluster, a common pattern to collect metrics is to use Prometheus or another monitoring tool to scrape the metrics endpoint exposed by your application. As an example, when running in Azure Kubernetes Services (AKS), you can configure Azure Monitor to scrape prometheus metrics exposed by dotnet-monitor . By following the instructions in the linked document, you can enable Azure Monitor to enable monitoring pods that have been annotated . Like in the case of the other diagnostics endpoints, it is also possible to view a snapshot of current metrics by running the following command: In PowerShell, PS> Invoke-RestMethod http: //localhost:52323/metrics In bash, $ curl -S http://localhost:52323/metrics # HELP systemruntime_alloc_rate_bytes Allocation Rate # TYPE systemruntime_alloc_rate_bytes gauge systemruntime_alloc_rate_bytes 96784 1592899673335 systemruntime_alloc_rate_bytes 96784 1592899683336 systemruntime_alloc_rate_bytes 96784 1592899693336 # HELP systemruntime_assembly_count Number of Assemblies Loaded # TYPE systemruntime_assembly_count gauge systemruntime_assembly_count 136 1592899673335 systemruntime_assembly_count 136 1592899683336 systemruntime_assembly_count 136 1592899693336 # HELP systemruntime_active_timer_count Number of Active Timers # TYPE systemruntime_active_timer_count gauge systemruntime_active_timer_count 1 1592899673335 systemruntime_active_timer_count 1 1592899683336 systemruntime_active_timer_count 1 1592899693336 # ... # (Output truncated) While metrics collection is enabled by default when dotnet-monitor detects exactly one target process, it can be configured to disable to collection of metrics entirely via the --metrics parameter. In the example below, metrics collection will not be enabled. dotnet monitor collect --metrics false Roadmap While we are excited about the promise dotnet-monitor holds, it is an experimental project and not a committed product. During this experimental phase we expect to engage deeply with anyone trying out dotnet-monitor to hear feedback and suggestions. dotnet-monitor is currently committed as an experiment until .NET 5 ships. At which point we will be evaluating what we have and all that weโve learnt to decide what we should do in the future. Conclusion We are excited to introduce the first preview of dotnet-monitor and want your feedback. Let us know what we can do to make it easier to diagnose what’s wrong with your dotnet application. We’d love for you to try it out and let us know what you think. You can create issues or just follow along with the progress of the project on our GitHub repository . 1 20 0 Share on Facebook Share on X Share on Linkedin Copy Link --> Category .NET .NET Core Containers Share Author Sourabh Shirhatti [MSFT] Program Manager I work on .NET, ASP.NET Core, and gRPC. UT Austin Alumnus and Bengaluru native 20 comments Discussion is closed. Login to edit/delete existing comments. Code of Conduct Sort by : Newest Newest Popular Oldest Artyom Meshcheryakov --> Artyom Meshcheryakov --> August 11, 2020 0 --> Collapse this comment --> Copy link --> --> --> --> Hi, Thank you very much for the awesome tool that simplifies the debugging process for containerized netcore apps. If I run the dotnet-monitor container with a certain restricted security context, I face the error: standard_init_linux.go:211: exec user process caused "permission denied" So the app is user-dependent, can you share the user ID it expects? And where is the Dockerfile for the image located? I could not locate it while browsing https://github.com/dotnet/dotnet-docker/ Darragh Jones --> Darragh Jones --> July 29, 2020 0 --> Collapse this comment --> Copy link --> --> --> --> A grafana dashboard to go along with these metrics would be a great addition! Richard Gavel --> Richard Gavel --> July 16, 2020 0 --> Collapse this comment --> Copy link --> --> --> --> Having access to the trace information in a sidecar, could you foresee being able to use this to support code coverage analysis of a running application out in the cloud? Prasanth reddy --> Prasanth reddy --> July 8, 2020 0 --> Collapse this comment --> Copy link --> --> --> --> When i run the command “dotnet monitor collect” Tried in my local machine I am getting this error “Process id 0, does not support event pipe” Patrick Reinan --> Patrick Reinan --> July 1, 2020 0 --> Collapse this comment --> Copy link --> --> --> --> It’s a amazing new tool! Great! Dharmendra Singh --> Dharmendra Singh --> June 25, 2020 0 --> Collapse this comment --> Copy link --> --> --> --> Checking if this monitoring tool can provided details of running dot net application … like method class /method/ line executed …. something on the lines of coverage? Sourabh Shirhatti [MSFT] --> Sourabh Shirhatti Author --> June 29, 2020 0 --> Collapse this comment --> Copy link --> --> --> --> While dotnet-monitor itself provide any runtime code analysis, the mechanism used by it (connecting via the diagnostics server) does allow for attaching profilers. Assuming there is an existing profiler you use for this coverage, it should allow for the possibility to plug this into dotnet-monitor in the future. G. West --> G. West --> June 25, 2020 0 --> Collapse this comment --> Copy link --> --> --> --> It is a very good start, but this is not what large corporations need, when we have a production problem, we start a phone meeting, gather a lot of people on it, and scramble to find someone with server access โน then that guy tries to run command lines on the server or extract logs and send their results to the people waiting on the line, and that is too slow. Management gets frustrated from how long it takes to troubleshoot, everyone blames Donte (You canโt blame the stupid process our very smart managers put in place ๐, except me, I... Read more It is a very good start, but this is not what large corporations need, when we have a production problem, we start a phone meeting, gather a lot of people on it, and scramble to find someone with server access โน then that guy tries to run command lines on the server or extract logs and send their results to the people waiting on the line, and that is too slow. Management gets frustrated from how long it takes to troubleshoot, everyone blames Donte (You canโt blame the stupid process our very smart managers put in place ๐, except me, I did in one project and got fired in 2 hours) and upper management eventually replace the App to Java, and the loop starts again. What we need is remote access to telemetry, Web App not command-lines, well command lines are a good start, but Web App that developers can use to access prod telemetry is very needed. This is why companies like DynaTrace make huge amount of money selling their software, it gathers telemetry, and allows developers to access it without having access to prod. Read less Sourabh Shirhatti [MSFT] --> Sourabh Shirhatti Author --> June 29, 2020 0 --> Collapse this comment --> Copy link --> --> --> --> Appreciate the feedback! In hindsight, the post could have a better job stating that dotnet-monitor isn’t a replacement for your existing APM tool like Azure Application Insights. dotnet-monitor merely serves a mechanism for collecting deeper diagnostics artifacts that most APM tools don’t offer today. By exposing a consistent API surface to collect these artifacts, you can automate the collection of some of these artifacts by plugging into your existing monitoring infrastructure. Additionally, we are evaluating additional triggers (e.g., time or metric-based) and additional egress mechanisms (e.g., Azure blob storage) in upcoming releases of dotnet-monitor. Michael Hauer --> Michael Hauer --> June 25, 2020 0 --> Collapse this comment --> Copy link --> --> --> --> As a workaround: write a PowerShell Module which does exactly the things you need (“run command lines”, “extract logs”, “send results”) and put into a release pipeline. If you have problem: create a new release for the stage you have problems with, set some parameters / variables and you probably dont need a someone with server access Gauthier M. --> Gauthier M. --> June 24, 2020 0 --> Collapse this comment --> Copy link --> --> --> --> It’s exactly what I’m searching for ! Nice implementation ๐ Artem Nenashev --> Artem Nenashev --> June 23, 2020 0 --> Collapse this comment --> Copy link --> --> --> --> Thanks, greate job How is it working? How do aspnetapp write data to diagnosticsserver volume? Sourabh Shirhatti [MSFT] --> Sourabh Shirhatti Author --> June 29, 2020 0 --> Collapse this comment --> Copy link --> --> --> --> The runtime creates diagnostics server which binds to a Unix domain socket in the diagnosticsserver volume. dotnet-monitor communicates with the runtime via IPC using this socket. Kirsan --> Kirsan --> June 23, 2020 0 --> Collapse this comment --> Copy link --> --> --> --> What about crash dumps? Sourabh Shirhatti [MSFT] --> Sourabh Shirhatti Author --> June 26, 2020 0 --> Collapse this comment --> Copy link --> --> --> --> It is already possible to collect dumps on process crash. On Windows, you can configure Windows Error Reporting (WER) to collect a process dump on crash. On Linux, you can configure the runtime to collect process dump on crash using the following configuration knobs . Load more comments Read next June 25, 2020 Announcing .NET 5.0 Preview 6 Rich Lander [MSFT] June 25, 2020 Announcing Entity Framework Core EFCore 5.0 Preview 6 Jeremy Likness Stay informed Get notified when new posts are published. Email * Country/Region * Select... United States Afghanistan ร
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https://dev.to/lparvinsmith/web3js-vs-ethersjs-a-comparison-of-web3-libraries-2ap5#getting-balance-of-account | web3.js vs ethers.js: a Comparison of Web3 Libraries - DEV Community Forem Feed Follow new Subforems to improve your feed DEV Community Follow A space to discuss and keep up software development and manage your software career Future Follow News and discussion of science and technology such as AI, VR, cryptocurrency, quantum computing, and more. Open Forem Follow A general discussion space for the Forem community. If it doesn't have a home elsewhere, it belongs here Gamers Forem Follow An inclusive community for gaming enthusiasts Music Forem Follow From composing and gigging to gear, hot music takes, and everything in between. Vibe Coding Forem Follow Discussing AI software development, and showing off what we're building. Popcorn Movies and TV Follow Movie and TV enthusiasm, criticism and everything in-between. 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A space to share projects, ask questions, and discuss server-driven templating Dropdown menu Dropdown menu Skip to content Navigation menu Search Powered by Algolia Search Log in Create account DEV Community Close Add reaction Like Unicorn Exploding Head Raised Hands Fire Jump to Comments Save Boost More... Copy link Copy link Copied to Clipboard Share to X Share to LinkedIn Share to Facebook Share to Mastodon Share Post via... Report Abuse Lara Parvinsmith Posted on Mar 3, 2022 web3.js vs ethers.js: a Comparison of Web3 Libraries # web3 # ethereum # javascript # blockchain Both web3.js and ethers.js are JavaScript libraries that enable frontend apps to interact with the Ethereum blockchain, including smart contracts. If you're building an app that reads or writes to the blockchain from the client, you'll need to use one of these libraries. They have similar functionality, but an important question is how they will be maintained and grow with the emerging dapp ecosystem. Quantitative comparison web3.js ethers.js Date of first release Feb 2015 Jul 2016 GitHub stars 13.4k 4k GitHub contributors* 16** 1 Bundle size*** 590.6kB 116.5kB *GitHub contributors from March 1, 2021 to March 1, 2022 **16 contributors, but only 2 had more than 10 commits in the one year period ***Bundle size from bundlephobia , value of minified and gzipped package. API differences While web3.js provides a single instantiated web3 object with methods for interacting with the blockchain, ethers.js separates the API into two separate roles. The provider , which is an anonymous connection to the ethereum network, and the signer , which can access the private key and sign the transactions. The ethers team intended this separation of concerns to provide more flexibility to developers. Side-by-side examples Below are some examples of common functions a developer would include in their dapp. You'll see they offer the same functionality, with some slight differences of API. Instantiating provider with MetaMask wallet web3 const web3 = new Web3(Web3.givenProvider); ethers const provider = new ethers.providers.Web3Provider(window.ethereum) Getting balance of account web3 const balance = await web3.eth.getBalance("0x0") ethers (supports ENS!) const balance = await provider.getBalance("ethers.eth") Instantiating contract web3 const myContract = new web3.eth.Contract(ABI, contractAddress); ethers const myContract = new ethers.Contract(contractAddress, ABI, provider.getSigner()); Calling contract method web3 const balance = await myContract.methods.balanceOf("0x0").call() ethers const balance = await myContract.balanceOf("ethers.eth") So which should I pick for my project? Given the details above, web3.js looks like the go-to choice, with a longer history and more maintainers. However, ethers.js seems just as reliable and includes some differentiating perks such as size and additional features. Most other articles on this subject conclude that you could easily pick either, depending on what you're looking for. I too hesitate to recommend one over the other. But as the ecosystem evolves, it is important to me to pick the library that will be most flexible and supported by other libraries. Ecosystem factors Which will be the most supported by open source libraries? As the dapp ecosystem grows, which of the two libraries will be the most compatible with other open source libraries you want to bring into your app? In my limited experience, as this is still an emerging area for development, there are a couple libraries that require ethers.js to use the framework. Examples include web3-react and NFT Swap SDK . I have not yet seen libraries that require web3.js. Which will have a solution for mocking for end-to-end testing? Implementing end-to-end testing for web3 features is a challenge. This is partly because most tools, like Cypress , run your tests in a Chromium browser that does not support browser extensions. Developers need an easy way to mock Ethereum providers or the web3/ethers instance to use inside their test environments. So far, I haven't seen any libraries that help solve this. But if there were a tool that helped mock providers for testing, and only worked with ethers for example, that would be enough for me to choose ethers over web3. Which library do you prefer, web3.js or ethers.js? Are there any tools in the ecosystem I'm overlooking? Let me know in the comments! Top comments (4) Subscribe Personal Trusted User Create template Templates let you quickly answer FAQs or store snippets for re-use. Submit Preview Dismiss Collapse Expand Leland Holmes Leland Holmes Leland Holmes Follow IT Project Manager & Business Consultant Joined Sep 20, 2024 • Sep 20 '24 Dropdown menu Copy link Hide Hi, @everyone We are seeking a talented and experienced Blockchain Developer to join our dynamic team. As a Blockchain Developer, you will be responsible for driving the development and execution of our Decentralized Exchange (DEX) platform. The ideal candidate will possess a deep understanding of blockchain technology, strong project management skills, and a passion for building decentralized applications (dApps). If you are interested in this job, you can check our project. bitbucket.org/0xky43/ultrax-dex/src/main Use node version over 18.20.4. Our Team Leader will ask to you about this project. And for testing your coding skills, you should fix the some errors of this project. Afterwards, you can contact " t.me/VEProf " with project screenshots of the fixed issues. And then you will discuss more details with him what you have to do. Thanks Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand Pavel Svitek Pavel Svitek Pavel Svitek Follow 3x CTO, 10+ years as full-stack web dev. ReactJS/VueJS/NodeJS/Typescript/Python. Interested in Fintech/Web3/DeFi/AI/IPFS/Ethereum Location Zurich, Switzerland Work CTO Joined Dec 30, 2018 • Aug 3 '22 Dropdown menu Copy link Hide Have you seen any updates rg. wallet testing (mocking) with ethers.js or wagmi? Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand J.D. Bertron J.D. Bertron J.D. Bertron Follow Founder and CEO at BqETH.com Work Founder and CEO at BqETH.com Joined Jun 19, 2022 • Sep 24 '22 Dropdown menu Copy link Hide Thank you so much for this. 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Hide child comments as well Confirm For further actions, you may consider blocking this person and/or reporting abuse Lara Parvinsmith Follow Work Software Engineer Joined Aug 16, 2019 More from Lara Parvinsmith Signatures as Authentication in Web3 # ethereum # blockchain # web3 # cryptography Web3: the unique technology and challenges behind the hype # web3 # blockchain # ux # ethereum Easiest way to deploy your Ethereum Smart Contract # blockchain # solidity # ethereum # smartcontract ๐ 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 โ 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 โ the open source software that powers DEV and other inclusive communities. Made with love and Ruby on Rails . DEV Community © 2016 - 2026. We're a place where coders share, stay up-to-date and grow their careers. Log in Create account | 2026-01-13T08:48:14 |
https://github.com/open-source/accelerator?locale=ja | GitHub Accelerator ยท GitHub Skip to content Navigation Menu Toggle navigation ใตใคใณใคใณ Platform AI CODE CREATION GitHub Copilot Write better code with AI GitHub Spark Build and deploy intelligent apps GitHub Models Manage and compare prompts MCP Registry New Integrate external tools DEVELOPER WORKFLOWS Actions Automate any workflow Codespaces Instant dev environments Issues Plan and track work Code Review Manage code changes APPLICATION SECURITY GitHub Advanced Security Find and fix vulnerabilities Code security Secure your code as you build Secret protection Stop leaks before they start EXPLORE Why GitHub Documentation Blog Changelog Marketplace View all features Solutions BY COMPANY SIZE Enterprises Small and medium teams Startups Nonprofits BY USE CASE App Modernization DevSecOps DevOps CI/CD View all use cases BY INDUSTRY Healthcare Financial services Manufacturing Government View all industries View all solutions Resources EXPLORE BY TOPIC AI Software Development DevOps Security View all topics EXPLORE BY TYPE Customer stories Events & webinars Ebooks & reports Business insights GitHub Skills SUPPORT & SERVICES Documentation Customer support Community forum Trust center Partners Open Source COMMUNITY GitHub Sponsors Fund open source developers PROGRAMS Security Lab Maintainer Community Accelerator Archive Program REPOSITORIES Topics Trending Collections Enterprise ENTERPRISE SOLUTIONS Enterprise platform AI-powered developer platform AVAILABLE ADD-ONS GitHub Advanced Security Enterprise-grade security features Copilot for Business Enterprise-grade AI features Premium Support Enterprise-grade 24/7 support Pricing Search or jump to... Search code, repositories, users, issues, pull requests... --> Search Clear Search syntax tips Provide feedback --> We read every piece of feedback, and take your input very seriously. Include my email address so I can be contacted Cancel Submit feedback Saved searches Use saved searches to filter your results more quickly --> Name Query To see all available qualifiers, see our documentation . Cancel Create saved search ใตใคใณใคใณ ใตใคใณใขใใ Resetting focus You signed in with another tab or window. Reload to refresh your session. You signed out in another tab or window. Reload to refresh your session. You switched accounts on another tab or window. Reload to refresh your session. Dismiss alert {{ message }} GitHub Accelerator 2024 Powering AI advancements in the open Meet the selected projects Sign up for updates Advancing AI This year's theme and cohort is about projects who are making AI advancements but in the open. We are looking for people and projects that are building AI-based solutions with an open source license and community to improve the world. With the GitHub Accelerator, we want to pioneer new ways for developers to simply and sustainably work in open source full-time โ built on developer's terms. The Program Programming and Visibility Participants engage in a 10-week peer-based cohort program that includes instruction, workshops, and expert speakers. Participants will have the opportunity to amplify through GitHub channels, events and showcases. Collaboration and Community Participants will have a diverse community of builders to learn from within the cohort to exchange ideas, build partnerships, and accelerate project growth and adoption. Mentorship and Support The program will offer mentorship from community and Hubbers in fields of open source, AI, Security as well as topical areas like fundraising and business. 2024 Cohort unsloth AI AI Bending the cost curve of fine-tuning models. Learn more Giskard The testing platform for AI models bringing transparency, and accountability. Learn more A-Frame Making AR/VR digital world creation accessible to anyone regardless of technical expertise. Learn more Nav2 The premier hub for advanced robotics navigation. Learn more HackingBuddyGPT Autonomous agents and copilots for security teams. Learn more OpenWebUI Bringing privacy, security, and performance locally with world-class UI. Learn more marimo Raising the bar for ML and data science notebooks. Learn more LLMware.ai Simplifying the way enterprises make RAG models, securely and sensitively. Learn more Talkd.ai Optimizing LLMs with easy RAG deployment and management. Learn more Web-Check Enhancing web security with advanced solutions. Learn more LangDrive Plug-and-play APIs designed for LLM training. Learn more GitHub Accelerator 2024 Powering AI Advancements in the open. Meet the selected projects Sign up for updates Support the developers who power open source GitHub Sponsors allows the developer community to financially support the open source projects they depend on, directly on GitHub Check out GitHub Sponsors Funding the next generation of open source software GitHub Fund is partnering with M12 to help open source companies grow. We are thrilled to partner with and invest in the next generation of open source entrepreneurs. Read more about GitHub Fund The largest open source community in the world Open source software is free for you to use and explore. Get involved to perfect your craft and be part of something big. Join one or start your own Frequently asked questions What is GitHub Accelerator? The future of open source depends on critical funding and curriculum to build durable and sustainable projects, GitHub Accelerator aims to propel new careers and companies for today and tomorrow by providing funding, mentorship, and support to help builders focus on their projects and take it to the next level. See 2023 cohort What is GitHub Fund? GitHub Fund is a dedicated venture capital vehicle focused on open source builders, in partnership with Microsoftโs Venture Fund, M12. The Fund invests in pre-seed and seed stage, open source projects and provides support via GitHub and M12. Who can apply? Anyone who is a current contributor or maintainer of an open source project on GitHub. You can also apply as a team for a given open source project (max of 3 people). Previous applicants are eligible to apply. You must also: Be age eighteen (18) or older Have an active online profile on GitHub Be located in one of the regions supported by GitHub Sponsors Not be a current employee of GitHub and/or any of its parent/subsidiary companies Clear open source license Open source first project with demonstrated community traction and adoption Clear governance structure and plan for utilizing the funds prior to kick-off Deep focus in AI, Machine Learning, and AI infrastructure Commitment from core leaders to participate in and engage in the required programming Agree to Code of Conduct and Privacy Statement How many projects will be selected? What are you looking for? Who decides who is selected? We will select 10 projects for the cohort. All of our applications will be evaluated by a selection committee. Youโll be much more likely to be selected if you: Have an active and growing set of users Understand how you want to grow and maintain your project Wish to pursue open source work full-time We are interested in projects working in the open focused on: AI Developers Tools and Infrastructure and Pipeline Models and frameworks, including architectures Hardware and hardware enablement Data and data infrastructure Marketplaces and tools that democratize access to AI AI powered developer applications and tools Cyber security What do I get if my project selected? As a part of the program, the participants will get: $40,000 per project in non-dilutive funding 5-10 hours per week of live instruction, workshops, and homework Office Hours with GitHub team for security reviews Q+As with enterprise Sponsors, community members, and GitHub leaders Introduction to, and at least one office hour with, M12, Microsoftโs Venture Fund Free access to relevant GitHub products, including a full year of GitHub Copilot Eligible projects will receive free Azure AI infrastructure credits including preferred access to high-end GPU virtual machine clusters and white glove go-to-market support A shared slack channel with your cohort to collaborate and support each other What do I have to do if Iโm selected? Selected participants must be able to work on their projects full-time (40 hours/week) during the program. This time commitment is inclusive of the 5-10 hours of weekly instruction, workshops, and homework. All meetings will be hosted in Pacific Standard Time. Contribute to the open source resources we have on GitHub so other developers can learn from your experience What is the current timeline for the program? Applications close March 5, 2024 at 12PM PST. The 2024 cohort program will kick off in April 22, 2024. What is the format of the program? The program is a 10 week virtual program with a mix of 1-to-1, group sessions, project work, and mentorship. Selected participants outline their goals and objectives at the beginning of the program and are supported to achieve those goals during the program. Participants receive mentorship and curriculum to help further their projects. What are the next steps? When should we hear back? We will evaluate applications on a rolling basis until they close March 5. Select participants will have a virtual interview to determine next steps. If you do not hear back from us by March 16, 2024 you were not selected to participate. Can I apply if I am already a sponsored developer on GitHub? Yes! We want to help you expand your funding and support as you look to build a full-time career in open source. I want to help. How can I get involved? Awesome! Sign up here for updates . What projects have participated in the GitHub Accelerator? 2023 cohort 2024 cohort Site-wide Links ้็บ่
ใใฅใผในใฌใฟใผใใตใในใฏใฉใคใใใ ใใณใใใใฏใใซใซใฌใคใใใในใใใฉใฏใใฃในใๅใๅใใพใใใใๆฏๆ 2 ๅใ ใตใในใฏใฉใคใ ใใฉใใใใฉใผใ ๆฉ่ฝ Enterprise Copilot AI ใปใญใฅใชใใฃ ไพกๆ ผ Team ใชใฝใผใน ใญใผใใใใ GitHub ใๆฏ่ผใใ ใจใณใทในใใ ้็บ่
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https://dev.to/podcast-on-api-design-and-development-strategies/your-api-programs-how-to-navigate-transform-them-feat-mike-amundsen-from-amundsencom#main-content | Your API Programs: How to Navigate & Transform Them feat. Mike Amundsen from Amundsen.com - DEV Community Forem Feed Follow new Subforems to improve your feed DEV Community Follow A space to discuss and keep up software development and manage your software career Future Follow News and discussion of science and technology such as AI, VR, cryptocurrency, quantum computing, and more. Open Forem Follow A general discussion space for the Forem community. If it doesn't have a home elsewhere, it belongs here Gamers Forem Follow An inclusive community for gaming enthusiasts Music Forem Follow From composing and gigging to gear, hot music takes, and everything in between. Vibe Coding Forem Follow Discussing AI software development, and showing off what we're building. Popcorn Movies and TV Follow Movie and TV enthusiasm, criticism and everything in-between. DUMB DEV Community Follow Memes and software development shitposting Design Community Follow Web design, graphic design and everything in-between Security Forem Follow Your central hub for all things security. From ethical hacking and CTFs to GRC and career development, for beginners and pros alike Golf Forem Follow A community of golfers and golfing enthusiasts Crypto Forem Follow A collaborative community for all things Cryptoโfrom 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 โ features, bugs, performance, self-hosting. Maker Forem Follow A community for makers, hobbyists, and professionals to discuss Arduino, Raspberry Pi, 3D printing, and much more. HMPL.js Forem Follow For developers using HMPL.js to build fast, lightweight web apps. A space to share projects, ask questions, and discuss server-driven templating Dropdown menu Dropdown menu Skip to content Navigation menu Search Powered by Algolia Search Log in Create account DEV Community Close API Intersection Follow Your API Programs: How to Navigate & Transform Them feat. Mike Amundsen from Amundsen.com Jul 13 '23 play Navigating change and building alignment on your API program can be a challenging feat. We had an old friend and colleague, Mike Amundsen, on API Intersection to discuss it further. Mike is a well-known advisor and speaker in the API space with a lot of knowledge of the API world. He travels the world consulting on network architecture, web development, and the intersection of technology and society. We brought Mike on to discuss the challenges of scaling APIs and how to transform large-scale programs and platforms. As Mike puts it, "Change is inevitable, but if you embrace it, you can actually turn it into a superpower." Check out his main takeaways in this episode or visit our blog for more. Find Mike on LinkedIn , or check out his other socials below: training.amundsen.com (Company) amundsen.com (Personal) amundsen.com/blog (Blog) Twitter: @mamund _____ To subscribe to the podcast, visit https://stoplight.io/podcast --- API Intersection Podcast listeners are invited to sign up for Stoplight and save up to $650! Use code INTERSECTION10 to get 10% off a new subscription to Stoplight Platform Starter or Pro. Offer good for annual or monthly payment option for first-time subscribers. 10% off an annual plan ($650 savings for Pro and $94.80 for Starter) or 10% off your first month ($9.99 for Starter and $39 for Pro). Episode source Personal Trusted User Create template Templates let you quickly answer FAQs or store snippets for re-use. Submit Preview Dismiss Your browser does not support the audio element. 1x initializing... ร ๐ 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 โ 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 โ the open source software that powers DEV and other inclusive communities. Made with love and Ruby on Rails . DEV Community © 2016 - 2026. We're a place where coders share, stay up-to-date and grow their careers. Log in Create account | 2026-01-13T08:48:14 |
https://github.com/open-source/accelerator | GitHub Accelerator ยท GitHub Skip to content Navigation Menu Toggle navigation Sign in Platform AI CODE CREATION GitHub Copilot Write better code with AI GitHub Spark Build and deploy intelligent apps GitHub Models Manage and compare prompts MCP Registry New Integrate external tools DEVELOPER WORKFLOWS Actions Automate any workflow Codespaces Instant dev environments Issues Plan and track work Code Review Manage code changes APPLICATION SECURITY GitHub Advanced Security Find and fix vulnerabilities Code security Secure your code as you build Secret protection Stop leaks before they start EXPLORE Why GitHub Documentation Blog Changelog Marketplace View all features Solutions BY COMPANY SIZE Enterprises Small and medium teams Startups Nonprofits BY USE CASE App Modernization DevSecOps DevOps CI/CD View all use cases BY INDUSTRY Healthcare Financial services Manufacturing Government View all industries View all solutions Resources EXPLORE BY TOPIC AI Software Development DevOps Security View all topics EXPLORE BY TYPE Customer stories Events & webinars Ebooks & reports Business insights GitHub Skills SUPPORT & SERVICES Documentation Customer support Community forum Trust center Partners Open Source COMMUNITY GitHub Sponsors Fund open source developers PROGRAMS Security Lab Maintainer Community Accelerator Archive Program REPOSITORIES Topics Trending Collections Enterprise ENTERPRISE SOLUTIONS Enterprise platform AI-powered developer platform AVAILABLE ADD-ONS GitHub Advanced Security Enterprise-grade security features Copilot for Business Enterprise-grade AI features Premium Support Enterprise-grade 24/7 support Pricing Search or jump to... Search code, repositories, users, issues, pull requests... --> Search Clear Search syntax tips Provide feedback --> We read every piece of feedback, and take your input very seriously. Include my email address so I can be contacted Cancel Submit feedback Saved searches Use saved searches to filter your results more quickly --> Name Query To see all available qualifiers, see our documentation . Cancel Create saved search Sign in Sign up Resetting focus You signed in with another tab or window. Reload to refresh your session. You signed out in another tab or window. Reload to refresh your session. You switched accounts on another tab or window. Reload to refresh your session. Dismiss alert {{ message }} GitHub Accelerator 2024 Powering AI advancements in the open Meet the selected projects Sign up for updates Advancing AI This year's theme and cohort is about projects who are making AI advancements but in the open. We are looking for people and projects that are building AI-based solutions with an open source license and community to improve the world. With the GitHub Accelerator, we want to pioneer new ways for developers to simply and sustainably work in open source full-time โ built on developer's terms. The Program Programming and Visibility Participants engage in a 10-week peer-based cohort program that includes instruction, workshops, and expert speakers. Participants will have the opportunity to amplify through GitHub channels, events and showcases. Collaboration and Community Participants will have a diverse community of builders to learn from within the cohort to exchange ideas, build partnerships, and accelerate project growth and adoption. Mentorship and Support The program will offer mentorship from community and Hubbers in fields of open source, AI, Security as well as topical areas like fundraising and business. 2024 Cohort unsloth AI AI Bending the cost curve of fine-tuning models. Learn more Giskard The testing platform for AI models bringing transparency, and accountability. Learn more A-Frame Making AR/VR digital world creation accessible to anyone regardless of technical expertise. Learn more Nav2 The premier hub for advanced robotics navigation. Learn more HackingBuddyGPT Autonomous agents and copilots for security teams. Learn more OpenWebUI Bringing privacy, security, and performance locally with world-class UI. Learn more marimo Raising the bar for ML and data science notebooks. Learn more LLMware.ai Simplifying the way enterprises make RAG models, securely and sensitively. Learn more Talkd.ai Optimizing LLMs with easy RAG deployment and management. Learn more Web-Check Enhancing web security with advanced solutions. Learn more LangDrive Plug-and-play APIs designed for LLM training. Learn more GitHub Accelerator 2024 Powering AI Advancements in the open. Meet the selected projects Sign up for updates Support the developers who power open source GitHub Sponsors allows the developer community to financially support the open source projects they depend on, directly on GitHub Check out GitHub Sponsors Funding the next generation of open source software GitHub Fund is partnering with M12 to help open source companies grow. We are thrilled to partner with and invest in the next generation of open source entrepreneurs. Read more about GitHub Fund The largest open source community in the world Open source software is free for you to use and explore. Get involved to perfect your craft and be part of something big. Join one or start your own Frequently asked questions What is GitHub Accelerator? The future of open source depends on critical funding and curriculum to build durable and sustainable projects, GitHub Accelerator aims to propel new careers and companies for today and tomorrow by providing funding, mentorship, and support to help builders focus on their projects and take it to the next level. See 2023 cohort What is GitHub Fund? GitHub Fund is a dedicated venture capital vehicle focused on open source builders, in partnership with Microsoftโs Venture Fund, M12. The Fund invests in pre-seed and seed stage, open source projects and provides support via GitHub and M12. Who can apply? Anyone who is a current contributor or maintainer of an open source project on GitHub. You can also apply as a team for a given open source project (max of 3 people). Previous applicants are eligible to apply. You must also: Be age eighteen (18) or older Have an active online profile on GitHub Be located in one of the regions supported by GitHub Sponsors Not be a current employee of GitHub and/or any of its parent/subsidiary companies Clear open source license Open source first project with demonstrated community traction and adoption Clear governance structure and plan for utilizing the funds prior to kick-off Deep focus in AI, Machine Learning, and AI infrastructure Commitment from core leaders to participate in and engage in the required programming Agree to Code of Conduct and Privacy Statement How many projects will be selected? What are you looking for? Who decides who is selected? We will select 10 projects for the cohort. All of our applications will be evaluated by a selection committee. Youโll be much more likely to be selected if you: Have an active and growing set of users Understand how you want to grow and maintain your project Wish to pursue open source work full-time We are interested in projects working in the open focused on: AI Developers Tools and Infrastructure and Pipeline Models and frameworks, including architectures Hardware and hardware enablement Data and data infrastructure Marketplaces and tools that democratize access to AI AI powered developer applications and tools Cyber security What do I get if my project selected? As a part of the program, the participants will get: $40,000 per project in non-dilutive funding 5-10 hours per week of live instruction, workshops, and homework Office Hours with GitHub team for security reviews Q+As with enterprise Sponsors, community members, and GitHub leaders Introduction to, and at least one office hour with, M12, Microsoftโs Venture Fund Free access to relevant GitHub products, including a full year of GitHub Copilot Eligible projects will receive free Azure AI infrastructure credits including preferred access to high-end GPU virtual machine clusters and white glove go-to-market support A shared slack channel with your cohort to collaborate and support each other What do I have to do if Iโm selected? Selected participants must be able to work on their projects full-time (40 hours/week) during the program. This time commitment is inclusive of the 5-10 hours of weekly instruction, workshops, and homework. All meetings will be hosted in Pacific Standard Time. Contribute to the open source resources we have on GitHub so other developers can learn from your experience What is the current timeline for the program? Applications close March 5, 2024 at 12PM PST. The 2024 cohort program will kick off in April 22, 2024. What is the format of the program? The program is a 10 week virtual program with a mix of 1-to-1, group sessions, project work, and mentorship. Selected participants outline their goals and objectives at the beginning of the program and are supported to achieve those goals during the program. Participants receive mentorship and curriculum to help further their projects. What are the next steps? When should we hear back? We will evaluate applications on a rolling basis until they close March 5. Select participants will have a virtual interview to determine next steps. If you do not hear back from us by March 16, 2024 you were not selected to participate. Can I apply if I am already a sponsored developer on GitHub? Yes! We want to help you expand your funding and support as you look to build a full-time career in open source. I want to help. How can I get involved? Awesome! Sign up here for updates . What projects have participated in the GitHub Accelerator? 2023 cohort 2024 cohort Site-wide Links Subscribe to our developer newsletter Get tips, technical guides, and best practices. Twice a month. Subscribe Platform Features Enterprise Copilot AI Security Pricing Team Resources Roadmap Compare GitHub Ecosystem Developer API Partners Education GitHub CLI GitHub Desktop GitHub Mobile GitHub Marketplace MCP Registry Support Docs Community Forum Professional Services Premium Support Skills Status Contact GitHub Company About Why GitHub Customer stories Blog The ReadME Project Careers Newsroom Inclusion Social Impact Shop © 2026 GitHub, Inc. Terms Privacy (Updated 02/2024) 02/2024 Sitemap What is Git? Manage cookies Do not share my personal information GitHub on LinkedIn Instagram GitHub on Instagram GitHub on YouTube GitHub on X TikTok GitHub on TikTok Twitch GitHub on Twitch GitHubโs organization on GitHub English English Portuguรชs (Brasil) Espaรฑol (Amรฉrica Latina) ๆฅๆฌ่ช ํ๊ตญ์ด You canโt perform that action at this time. | 2026-01-13T08:48:14 |
https://dev.to/t/storyblokchallenge | Storyblok Headless CMS Challenge - DEV Community Forem Feed Follow new Subforems to improve your feed DEV Community Follow A space to discuss and keep up software development and manage your software career Future Follow News and discussion of science and technology such as AI, VR, cryptocurrency, quantum computing, and more. Open Forem Follow A general discussion space for the Forem community. If it doesn't have a home elsewhere, it belongs here Gamers Forem Follow An inclusive community for gaming enthusiasts Music Forem Follow From composing and gigging to gear, hot music takes, and everything in between. Vibe Coding Forem Follow Discussing AI software development, and showing off what we're building. Popcorn Movies and TV Follow Movie and TV enthusiasm, criticism and everything in-between. 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A space to share projects, ask questions, and discuss server-driven templating Dropdown menu Dropdown menu Skip to content Navigation menu Search Powered by Algolia Search Log in Create account DEV Community Close Storyblok Headless CMS Challenge Follow Hide This is the official tag for submissions and announcements related to the Storyblok Headless CMS Challenge. Create Post Posts Left menu ๐ Sign in for the ability to sort posts by relevant , latest , or top . Right menu The Headless RevolutionโConnecting Gatsby/NextJS to Your Content Alvison Hunter Arnuero | Front-End Web Developer Alvison Hunter Arnuero | Front-End Web Developer Alvison Hunter Arnuero | Front-End Web Developer Follow Dec 20 '25 The Headless RevolutionโConnecting Gatsby/NextJS to Your Content # gatsby # nextjs # storyblokchallenge # djangocms Comments Addย Comment 3 min read The Secret Society of the Link Layer Krisha Shah Krisha Shah Krisha Shah Follow Oct 30 '25 The Secret Society of the Link Layer # linklayer # computernetworks # storyblokchallenge # programming Comments Addย Comment 4 min read How to Enable Storyblok Visual Editor in Production? Jakub Andrzejewski Jakub Andrzejewski Jakub Andrzejewski Follow Nov 17 '25 How to Enable Storyblok Visual Editor in Production? # nuxt # vue # typescript # storyblokchallenge 4 ย reactions Comments Addย Comment 3 min read ๐ My GSoC 2025 Journey - A Dream, A Twist & A Lesson for Life ๐ Om Sharma Om Sharma Om Sharma Follow Jul 19 '25 ๐ My GSoC 2025 Journey - A Dream, A Twist & A Lesson for Life ๐ # socialmedia # opensource # flutter # storyblokchallenge 2 ย reactions Comments Addย Comment 2 min read ChronoWeave AI: AI-Architected Historical Content for Storyblok Phrancisco Rabello Phrancisco Rabello Phrancisco Rabello Follow Jun 30 '25 ChronoWeave AI: AI-Architected Historical Content for Storyblok # devchallenge # storyblokchallenge # webdev # api Comments Addย Comment 4 min read DevFolio - Dynamic Portfolio Management System ANIRUDDHA ADAK ANIRUDDHA ADAK ANIRUDDHA ADAK Follow Jun 15 '25 DevFolio - Dynamic Portfolio Management System # devchallenge # storyblokchallenge # webdev # api Comments Addย Comment 2 min read WriteWise - AI-Enhanced Blogging Platform AI Bug Slayer ๐ AI Bug Slayer ๐ AI Bug Slayer ๐ Follow Jun 14 '25 WriteWise - AI-Enhanced Blogging Platform # devchallenge # storyblokchallenge # webdev # ai Comments Addย Comment 2 min read Creative Agency Portfolio Hub AI Bug Slayer ๐ AI Bug Slayer ๐ AI Bug Slayer ๐ Follow Jun 18 '25 Creative Agency Portfolio Hub # devchallenge # storyblokchallenge # webdev # api 3 ย reactions Comments Addย Comment 2 min read Congrats to the Storyblok Headless CMS Challenge Winners! dev.to staff dev.to staff dev.to staff Follow for The DEV Team Jul 10 '25 Congrats to the Storyblok Headless CMS Challenge Winners! # storyblokchallenge # webdev # api # devchallenge 41 ย reactions Comments 16 ย comments 2 min read ChronoWeave AI: AI-Architected Historical Content for Storyblok Phrancisco Rabello Phrancisco Rabello Phrancisco Rabello Follow Jun 30 '25 ChronoWeave AI: AI-Architected Historical Content for Storyblok # devchallenge # storyblokchallenge # webdev # api 8 ย reactions Comments Addย Comment 4 min read Building a Tech Conference Platform with Storyblok and AI Vivek V. Vivek V. Vivek V. Follow for AWS Community Builders Jun 30 '25 Building a Tech Conference Platform with Storyblok and AI # devchallenge # storyblokchallenge # webdev # api 18 ย reactions Comments 1 ย comment 8 min read BlokLy AI: From space to site sahra ๐ซ sahra ๐ซ sahra ๐ซ Follow Jun 30 '25 BlokLy AI: From space to site # devchallenge # storyblokchallenge # webdev # api 7 ย reactions Comments Addย Comment 2 min read BlockArt: Bringing GPT-4o Image Generation to Storyblokโs CMS Younes Laaroussi Younes Laaroussi Younes Laaroussi Follow Jun 29 '25 BlockArt: Bringing GPT-4o Image Generation to Storyblokโs CMS # devchallenge # webdev # api # storyblokchallenge 7 ย reactions Comments 1 ย comment 6 min read StoryBoost: An AI-Powered Blog Assistant Built with Storyblok & Next.js Liam Dio Liam Dio Liam Dio Follow Jun 29 '25 StoryBoost: An AI-Powered Blog Assistant Built with Storyblok & Next.js # devchallenge # storyblokchallenge # webdev # api 5 ย reactions Comments Addย Comment 2 min read Storyblok Challenge Dhara Pandya Dhara Pandya Dhara Pandya Follow Jun 29 '25 Storyblok Challenge # devchallenge # storyblokchallenge # webdev # api 3 ย reactions Comments Addย Comment 2 min read BitcoinQuizFlow: AI-Powered Quiz Generation with Storyblok Kai Chew Kai Chew Kai Chew Follow Jun 29 '25 BitcoinQuizFlow: AI-Powered Quiz Generation with Storyblok # devchallenge # storyblokchallenge # webdev # api 5 ย reactions Comments Addย Comment 9 min read AI Blog Studio: Multimedia Content Generation with AI & Storyblok Adam Adam Adam Follow Jun 29 '25 AI Blog Studio: Multimedia Content Generation with AI & Storyblok # devchallenge # storyblokchallenge # webdev # api 3 ย reactions Comments Addย Comment 6 min read Using Storyblok To Manage Content. Jamal Ckuku Jamal Ckuku Jamal Ckuku Follow Jun 29 '25 Using Storyblok To Manage Content. # devchallenge # storyblokchallenge # webdev # api 3 ย reactions Comments Addย Comment 2 min read Dagu โ A blog website inspired by Afar traditional information system: My Storyblok Headless CMS Challenge Submission Akrem Muktar Akrem Muktar Akrem Muktar Follow Jun 28 '25 Dagu โ A blog website inspired by Afar traditional information system: My Storyblok Headless CMS Challenge Submission # devchallenge # storyblokchallenge # webdev # api 3 ย reactions Comments Addย Comment 2 min read Storyblok Chatbot ๐ค A Quick Assistant for Support and FAQs Sunder Kumar Sunder Kumar Sunder Kumar Follow Jun 28 '25 Storyblok Chatbot ๐ค A Quick Assistant for Support and FAQs # devchallenge # storyblokchallenge # webdev # api 3 ย reactions Comments Addย Comment 3 min read Blok Tales: A Visual Novel Made with Storyblok Ansell Maximilian Ansell Maximilian Ansell Maximilian Follow Jun 26 '25 Blok Tales: A Visual Novel Made with Storyblok # devchallenge # storyblokchallenge # webdev # api 21 ย reactions Comments 3 ย comments 6 min read Restaurant Website Builder Michael Michael Michael Follow Jun 30 '25 Restaurant Website Builder # devchallenge # storyblokchallenge # webdev # api 5 ย reactions Comments 1 ย comment 3 min read ๐ฅStoryblok MCP Server: Let AI Agents Manage Your Content ๐ค Kiran Naragund Kiran Naragund Kiran Naragund Follow Jun 23 '25 ๐ฅStoryblok MCP Server: Let AI Agents Manage Your Content ๐ค # devchallenge # storyblokchallenge # webdev # api 111 ย reactions Comments 25 ย comments 7 min read ๐น๏ธ History of Game Consoles โ A Visual Timeline Powered by Storyblok James Moro James Moro James Moro Follow Jun 19 '25 ๐น๏ธ History of Game Consoles โ A Visual Timeline Powered by Storyblok # devchallenge # storyblokchallenge # webdev # api 30 ย reactions Comments 14 ย comments 2 min read Map Location Picker Plugin Michael Michael Michael Follow Jun 22 '25 Map Location Picker Plugin # devchallenge # storyblokchallenge # webdev # api 12 ย reactions Comments Addย Comment 3 min read loading... trending guides/resources How to Enable Storyblok Visual Editor in Production? The Secret Society of the Link Layer The Headless RevolutionโConnecting Gatsby/NextJS to Your Content ๐ 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 โ 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 โ the open source software that powers DEV and other inclusive communities. Made with love and Ruby on Rails . DEV Community © 2016 - 2026. We're a place where coders share, stay up-to-date and grow their careers. Log in Create account | 2026-01-13T08:48:14 |
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A space to share projects, ask questions, and discuss server-driven templating Dropdown menu Dropdown menu Skip to content Navigation menu Search Powered by Algolia Search Log in Create account DEV Community Close Follow User actions rokoss21 Building FACET โ a deterministic AI language & ecosystem for next-gen agents, world engines and autonomous systems. Engineer, founder, systems thinker, creator of SINGULAR Engine. ๐ Joined Joined onย Dec 6, 2024 Email address ecsiar@gmail.com Personal website https://rokoss21.tech Education Systems architecture & AI engineering (self-directed path) Pronouns he/him Work Founder, AI Systems Architect & Tooling Engineer More info about @rokoss21 Badges 2 Week Community Wellness Streak Keep the community conversation going! Post at least 2 comments for 2 straight weeks and unlock the 4 Week Badge. Got it Close 1 Week Community Wellness Streak For actively engaging with the community by posting at least 2 comments in a single week. Got it Close Writing Debut Awarded for writing and sharing your first DEV post! Continue sharing your work to earn the 4 Week Writing Streak Badge. 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 Skills/Languages Rust, FACET, TypeScript, Node, Python, AST design, DSLs, event-sourcing, deterministic engines, LLM orchestration, JSON Canonicalization (RFC8785), systems architecture, real-time pipelines. Currently learning Deep deterministic AI pipelines, agentic architectures, Rust systems programming, canonical JSON flows, multimodal LLM orchestration, and scalable world simulation models. Currently hacking on FACET v2.0 โ Deterministic AI Architecture Compiler (NADL); FWE (World Engine) in Rust; SINGULAR โ emergent RPG engine; AstroVisor API platform Available for Open-source collaboration, discussions on AI determinism, FACET integrations, Rust-based engines, agent frameworks, world simulation research, and experimental multimodal systems. Post 17 posts published Comment 49 comments written Tag 5 tags followed History and Rationale of FACET rokoss21 rokoss21 rokoss21 Follow Dec 17 '25 History and Rationale of FACET # ai # architecture # llm 1 ย reaction Comments Addย Comment 3 min read Want to connect with rokoss21? Create an account to connect with rokoss21. You can also sign in below to proceed if you already have an account. Create Account Already have an account? Sign in FACET Glossary rokoss21 rokoss21 rokoss21 Follow Dec 16 '25 FACET Glossary # webdev # programming # ai # architecture 1 ย reaction Comments Addย Comment 3 min read FACET vs Existing Approaches rokoss21 rokoss21 rokoss21 Follow Dec 16 '25 FACET vs Existing Approaches # webdev # programming # ai # architecture Comments Addย Comment 5 min read Compliance Levels rokoss21 rokoss21 rokoss21 Follow Dec 16 '25 Compliance Levels # webdev # programming # ai # architecture Comments Addย Comment 3 min read Adapter Requirements rokoss21 rokoss21 rokoss21 Follow Dec 16 '25 Adapter Requirements # webdev # programming # ai # architecture Comments Addย Comment 3 min read Tool-Calling Failure Modes rokoss21 rokoss21 rokoss21 Follow Dec 16 '25 Tool-Calling Failure Modes # webdev # ai # programming # architecture Comments Addย Comment 3 min read Token Box Model rokoss21 rokoss21 rokoss21 Follow Dec 16 '25 Token Box Model # webdev # ai # programming # opensource Comments Addย Comment 2 min read Adapter Philosophy rokoss21 rokoss21 rokoss21 Follow Dec 16 '25 Adapter Philosophy # architecture # design # systemdesign Comments Addย Comment 2 min read Reproducibility rokoss21 rokoss21 rokoss21 Follow Dec 16 '25 Reproducibility # ai # devops # architecture # performance Comments Addย Comment 2 min read Canonical JSON Model rokoss21 rokoss21 rokoss21 Follow Dec 16 '25 Canonical JSON Model # webdev # ai # devops # architecture Comments Addย Comment 4 min read The Contract Layer rokoss21 rokoss21 rokoss21 Follow Dec 16 '25 The Contract Layer # webdev # programming # ai # architecture Comments Addย Comment 3 min read Why AI Contracts Failed (Before FACET) rokoss21 rokoss21 rokoss21 Follow Dec 16 '25 Why AI Contracts Failed (Before FACET) # programming # ai # webdev # opensource Comments Addย Comment 2 min read FACET Manifesto rokoss21 rokoss21 rokoss21 Follow Dec 16 '25 FACET Manifesto # webdev # programming # ai # architecture Comments Addย Comment 2 min read Engineering Is the Art of Saying โNoโ Early rokoss21 rokoss21 rokoss21 Follow Dec 15 '25 Engineering Is the Art of Saying โNoโ Early # discuss # architecture # softwareengineering 1 ย reaction Comments Addย Comment 1 min read Determinism Is Not the Opposite of Intelligence rokoss21 rokoss21 rokoss21 Follow Dec 15 '25 Determinism Is Not the Opposite of Intelligence # discuss # webdev # programming # ai Comments Addย Comment 2 min read IOSM: an Algorithmic Engineering Methodology you can automate rokoss21 rokoss21 rokoss21 Follow Dec 15 '25 IOSM: an Algorithmic Engineering Methodology you can automate # software # architecture # productivity # devops Comments Addย Comment 4 min read LLMs Need a Contract Layer โ Introducing FACET v2.0 rokoss21 rokoss21 rokoss21 Follow Dec 13 '25 LLMs Need a Contract Layer โ Introducing FACET v2.0 # ai # webdev # programming # architecture Comments Addย Comment 7 min read loading... ๐ 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 โ 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 โ the open source software that powers DEV and other inclusive communities. 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https://dev.to/dotnetbytes/episode-17-news-from-april-15th-2020-through-may-6th-2020#main-content | Episode 17: News from April 15th, 2020 through May 6th, 2020 - DEV Community Forem Feed Follow new Subforems to improve your feed DEV Community Follow A space to discuss and keep up software development and manage your software career Future Follow News and discussion of science and technology such as AI, VR, cryptocurrency, quantum computing, and more. Open Forem Follow A general discussion space for the Forem community. If it doesn't have a home elsewhere, it belongs here Gamers Forem Follow An inclusive community for gaming enthusiasts Music Forem Follow From composing and gigging to gear, hot music takes, and everything in between. Vibe Coding Forem Follow Discussing AI software development, and showing off what we're building. Popcorn Movies and TV Follow Movie and TV enthusiasm, criticism and everything in-between. DUMB DEV Community Follow Memes and software development shitposting Design Community Follow Web design, graphic design and everything in-between Security Forem Follow Your central hub for all things security. From ethical hacking and CTFs to GRC and career development, for beginners and pros alike Golf Forem Follow A community of golfers and golfing enthusiasts Crypto Forem Follow A collaborative community for all things Cryptoโfrom 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 โ features, bugs, performance, self-hosting. Maker Forem Follow A community for makers, hobbyists, and professionals to discuss Arduino, Raspberry Pi, 3D printing, and much more. HMPL.js Forem Follow For developers using HMPL.js to build fast, lightweight web apps. A space to share projects, ask questions, and discuss server-driven templating Dropdown menu Dropdown menu Skip to content Navigation menu Search Powered by Algolia Search Log in Create account DEV Community Close .NET Bytes Follow Episode 17: News from April 15th, 2020 through May 6th, 2020 May 11 '20 play THE NEWS FROM REDMOND Introducing Visual Studio Codespaces: cloud-hosted development for wherever youโre working Blazor WebAssembly 3.2.0 Release Candidate now available Introducing C# Source Generators Exception Helper โ Rethrown Exceptions ASP.NET Core updates in .NET 5 Preview 3 Announcing Entity Framework Core 5.0 Preview 3 Announcingย .NETย 5.0ย Previewย 3 Visual Studio 2019 version 16.5.4 Visual Studio 2019 v16.6 Preview 5 npm has joined GitHub Visual Studio 2019 for Mac version 8.5.5 (8.5.5.7) AROUND THE WORLD Rider 2020.1 Is Released! ReSharper Ultimate 2020.1: Improved Support for C# 8.0 and C++20, Dataflow Analysis of Integer Values, and Much More JetBrains Academy for learning code launches for free during COVID-19 pandemic Microsoft Build 2020 registration is not only open, itโs FREE, itโs LIVE, itโs VIRTUAL, and it is all FOR YOU Announcing PostSharp 6.6: more free goodies and new licensing options PROJECTS OF THE WEEK CoreBoy CoreBoy is a cross platform GameBoy Emulator written in C# that even does ASCII Also, be sure and check out the Project of the Week archives ! SHOUT-OUTS / PLUGS .NET Bytes on Twitter Matt Groves is: Tweeting on Twitter Live Streaming on Twitch Calvin Allen is: Tweeting on Twitter Live Streaming on Twitch Episode source Personal Trusted User Create template Templates let you quickly answer FAQs or store snippets for re-use. Submit Preview Dismiss Your browser does not support the audio element. 1x initializing... ร ๐ 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 โ 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 โ the open source software that powers DEV and other inclusive communities. Made with love and Ruby on Rails . DEV Community © 2016 - 2026. We're a place where coders share, stay up-to-date and grow their careers. Log in Create account | 2026-01-13T08:48:14 |
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https://dev.to/t/career/page/78 | Career Page 78 - 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 Career Follow Hide This tag is for anything relating to careers! Job offers, workplace conflict, interviews, resumes, promotions, etc. Create Post submission guidelines All articles and discussions should relate to careers in some way. Pretty much everything on dev.to is about our careers in some way. Ideally, though, keep the tag related to getting, leaving, or maintaining a career or job. about #career A career is the field in which you work, while a job is a position held in that field. Related tags include #resume and #portfolio as resources to enhance your #career Older #career posts 75 76 77 78 79 80 81 82 83 Posts Left menu ๐ Sign in for the ability to sort posts by relevant , latest , or top . Right menu Friender: Building Real Friendships in a World of Swipe Fatigue WLH Challenge: After the Hack Submission Faraz Faraz Faraz Follow Jul 24 '25 Friender: Building Real Friendships in a World of Swipe Fatigue # devchallenge # wlhchallenge # career # entrepreneurship 9 ย reactions Comments Addย Comment 4 min read I've Shipped for Millions, But Can't Ship Myself Past ATS Philip John Basile Philip John Basile Philip John Basile Follow Jul 20 '25 I've Shipped for Millions, But Can't Ship Myself Past ATS # ai # webdev # gamedev # career 38 ย reactions Comments 26 ย comments 2 min read Could an AI Coach Actually Fix Rehab? Our Hackathon Experiment WLH Challenge: Building with Bolt Submission Luke Luke Luke Follow Jul 21 '25 Could an AI Coach Actually Fix Rehab? Our Hackathon Experiment # devchallenge # wlhchallenge # career # entrepreneurship 14 ย reactions Comments Addย Comment 2 min read Take a break Hayk Baghdasaryan Hayk Baghdasaryan Hayk Baghdasaryan Follow Jun 22 '25 Take a break # watercooler # career # productivity # discuss Comments Addย Comment 2 min read ๐ I built HireME โ A platform to track job applications, get job reminders, and collaborate with friends! Ashfaq Jani Ashfaq Jani Ashfaq Jani Follow Jun 25 '25 ๐ I built HireME โ A platform to track job applications, get job reminders, and collaborate with friends! # webdev # productivity # career 1 ย reaction Comments Addย Comment 2 min read Yes, You Have to Play Office Politics - Because Your Team Canโt Afford for You Not To John Munn John Munn John Munn Follow Jun 25 '25 Yes, You Have to Play Office Politics - Because Your Team Canโt Afford for You Not To # leadership # career # management # devculture Comments Addย Comment 4 min read Provide storage for a new company app Isaiah Izibili Isaiah Izibili Isaiah Izibili Follow Jul 24 '25 Provide storage for a new company app # devops # career # aws # cloud 6 ย reactions Comments Addย Comment 8 min read The Latin Tech-Dreamer Manifesto ๐ฅ๐ Andrรฉs Beltran Andrรฉs Beltran Andrรฉs Beltran Follow Jun 20 '25 The Latin Tech-Dreamer Manifesto ๐ฅ๐ # discuss # learning # beginners # career Comments Addย Comment 5 min read The Art of Cyber Deception: Why Thinking Like a Liar Can Make You a Betterย Defender ahmed Awad (Nullc0d3) ahmed Awad (Nullc0d3) ahmed Awad (Nullc0d3) Follow Jul 14 '25 The Art of Cyber Deception: Why Thinking Like a Liar Can Make You a Betterย Defender # programming # tutorial # cybersecurity # career Comments Addย Comment 2 min read ๐ Friday Stack Pack: Tools, Toys & Side Quests for the Weekend Sumit Roy Sumit Roy Sumit Roy Follow Jun 20 '25 ๐ Friday Stack Pack: Tools, Toys & Side Quests for the Weekend # beginners # productivity # tutorial # career Comments Addย Comment 2 min read Quebrei a barreira do 'medo' de contribuir em open source e criei uma ferramenta para te ajudar tambรฉm Andrรฉ Timm Andrรฉ Timm Andrรฉ Timm Follow Jun 24 '25 Quebrei a barreira do 'medo' de contribuir em open source e criei uma ferramenta para te ajudar tambรฉm # opensource # career # beginners 6 ย reactions Comments 2 ย comments 3 min read The Descent Is Harder Than the Climb: Lessons in Leadership from Mt. Fuji Victoria Drake Victoria Drake Victoria Drake Follow Jul 23 '25 The Descent Is Harder Than the Climb: Lessons in Leadership from Mt. Fuji # leadership # career # management # productivity 7 ย reactions Comments 1 ย comment 6 min read If it Ainโt Brokeโฆ Fix it Until it is Ben Link Ben Link Ben Link Follow Jul 24 '25 If it Ainโt Brokeโฆ Fix it Until it is # leadership # management # workplace # career 1 ย reaction Comments Addย Comment 5 min read The Hidden Depth of Skill: What Building Taught Me About Ego Numerous Oriabure Numerous Oriabure Numerous Oriabure Follow Jun 20 '25 The Hidden Depth of Skill: What Building Taught Me About Ego # career # learning # motivation # developers 2 ย reactions Comments 1 ย comment 3 min read Building the Future of Emotional AI: Looking for Passionate Co-Founders Facundo Facundo Facundo Follow Jul 3 '25 Building the Future of Emotional AI: Looking for Passionate Co-Founders # ai # react # career # codenewbie Comments Addย Comment 3 min read We're Hiring: Full-Stack Developer (Nuxt.js + Nest.js) With Database Migration Expertise RPMAnetworks RPMAnetworks RPMAnetworks Follow Jun 24 '25 We're Hiring: Full-Stack Developer (Nuxt.js + Nest.js) With Database Migration Expertise # discuss # hiring # career # postgressql 5 ย reactions Comments 1 ย comment 1 min read Why Calm Developers Build Better Code: Stoic Strategies for Handling Chaos in Software Engineering Tony St Pierre Tony St Pierre Tony St Pierre Follow Jun 19 '25 Why Calm Developers Build Better Code: Stoic Strategies for Handling Chaos in Software Engineering # discuss # programming # career # learning Comments Addย Comment 1 min read A Real-World UI Problem You Canโt Ignoreโ Nuro Design Nuro Design Nuro Design Follow Jun 20 '25 A Real-World UI Problem You Canโt Ignoreโ # beginners # ai # career # startup 1 ย reaction Comments Addย Comment 1 min read ToDo Today - After the Hack WLH Challenge: After the Hack Submission ลukasz Modzelewski ลukasz Modzelewski ลukasz Modzelewski Follow Jul 23 '25 ToDo Today - After the Hack # devchallenge # wlhchallenge # career # entrepreneurship 3 ย reactions Comments 1 ย comment 1 min read The Enduring Power of the 12-Factor App: A Modern Playbook for Cloud-Native Excellence Pranav Gandhi Pranav Gandhi Pranav Gandhi Follow Jun 20 '25 The Enduring Power of the 12-Factor App: A Modern Playbook for Cloud-Native Excellence # cloudnative # softwaredevelopment # career # productivity Comments Addย Comment 1 min read Developer Presence: The Underrated Skill for Focused & Resilient Code Tony St Pierre Tony St Pierre Tony St Pierre Follow Jun 21 '25 Developer Presence: The Underrated Skill for Focused & Resilient Code # discuss # programming # career # learning 1 ย reaction Comments Addย Comment 1 min read My Journey as a Young Web Developer in a Fast-Changing Tech World Ogundimu Emmanuel oluseyi Ogundimu Emmanuel oluseyi Ogundimu Emmanuel oluseyi Follow Jun 20 '25 My Journey as a Young Web Developer in a Fast-Changing Tech World # codenewbie # fullstack # webdev # career Comments Addย Comment 1 min read How Do You Collaborate in the US Dev World? Mike Mike Mike Follow Jun 20 '25 How Do You Collaborate in the US Dev World? # career # fullstack # typescript # laravel Comments Addย Comment 1 min read Hello, I am a DevOps Engineer and I Broke Production Today Ogonna Nnamani Ogonna Nnamani Ogonna Nnamani Follow Jul 23 '25 Hello, I am a DevOps Engineer and I Broke Production Today # devops # career # failure # postmortem 2 ย reactions Comments Addย Comment 5 min read Donโt Learn These Tech Skills in 2025 (Unless You Want to Stay Broke) Abdul Rehman Khan Abdul Rehman Khan Abdul Rehman Khan Follow Jul 12 '25 Donโt Learn These Tech Skills in 2025 (Unless You Want to Stay Broke) # tech # career # programming # ai 1 ย reaction Comments Addย Comment 2 min read loading... ๐ 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 โ 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 โ the open source software that powers DEV and other inclusive communities. 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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 Career Follow Hide This tag is for anything relating to careers! Job offers, workplace conflict, interviews, resumes, promotions, etc. Create Post submission guidelines All articles and discussions should relate to careers in some way. Pretty much everything on dev.to is about our careers in some way. Ideally, though, keep the tag related to getting, leaving, or maintaining a career or job. about #career A career is the field in which you work, while a job is a position held in that field. Related tags include #resume and #portfolio as resources to enhance your #career Older #career posts 69 70 71 72 73 74 75 76 77 Posts Left menu ๐ Sign in for the ability to sort posts by relevant , latest , or top . Right menu How to Get a Job in Robotic Process Automation AllRPAJobs AllRPAJobs AllRPAJobs Follow Jul 8 '25 How to Get a Job in Robotic Process Automation # rpa # robotics # career # hiring Comments Addย Comment 2 min read AgentForce: Salesforceโs Leap into Autonomous AI Agents Salesforce Hulk Salesforce Hulk Salesforce Hulk Follow Aug 11 '25 AgentForce: Salesforceโs Leap into Autonomous AI Agents # salesforce # devops # webdev # career Comments Addย Comment 1 min read My First Weeks at Web3Bridge Abasiodiong Udofia Abasiodiong Udofia Abasiodiong Udofia Follow Jul 12 '25 My First Weeks at Web3Bridge # career # web3 # community 1 ย reaction Comments Addย Comment 4 min read Google L5 Interview Experience Sharing: Landing the Offer! OA VO Interview OA VO Interview OA VO Interview Follow Aug 11 '25 Google L5 Interview Experience Sharing: Landing the Offer! # python # programming # career Comments Addย Comment 4 min read The Ultimate Guide to the Best Bulk Email Verification Tools Mahalekshmi N Mahalekshmi N Mahalekshmi N Follow Jul 9 '25 The Ultimate Guide to the Best Bulk Email Verification Tools # webdev # beginners # tutorial # career Comments Addย Comment 3 min read How to Turn Your Expertise into a Book with AI (Step-by-Step) Jaideep Parashar Jaideep Parashar Jaideep Parashar Follow Aug 11 '25 How to Turn Your Expertise into a Book with AI (Step-by-Step) # ai # tutorial # career # machinelearning 14 ย reactions Comments 1 ย comment 2 min read Mission 9: Navigating Outcomes Part Two Sarah Bartley Dye Sarah Bartley Dye Sarah Bartley Dye Follow Aug 10 '25 Mission 9: Navigating Outcomes Part Two # cnc2018 # career # careerdevelopment 1 ย reaction Comments Addย Comment 6 min read Untitled Veffond Jordan Veffond Jordan Veffond Jordan Follow Jul 7 '25 Untitled # codepen # career # webdev # programming Comments Addย Comment 1 min read Christopher Jackson's Professional Portfolio Christopher Jackson Christopher Jackson Christopher Jackson Follow Aug 10 '25 Christopher Jackson's Professional Portfolio # portfolio # security # networking # career Comments Addย Comment 1 min read The Productivity Stack I Actually Use (and What I Gave Up) Vadym Vadym Vadym Follow Jul 30 '25 The Productivity Stack I Actually Use (and What I Gave Up) # development # career # programming # productivity 6 ย reactions Comments Addย Comment 2 min read Building FeedbackSense: How I Solved the Customer Feedback Analysis Problem with AI Deepak Mardi Deepak Mardi Deepak Mardi Follow Jul 7 '25 Building FeedbackSense: How I Solved the Customer Feedback Analysis Problem with AI # webdev # ai # javascript # career Comments Addย Comment 5 min read What Makes C# Developers Highly Sought After in Todayโs Job Market CSharp CSharp CSharp Follow Jul 7 '25 What Makes C# Developers Highly Sought After in Todayโs Job Market # csharp # career # hiring # jobboard Comments Addย Comment 2 min read Integration of Lightspeed WooCommerce: Unlocking Seamless E-commerce Management Mary Lindsay Mary Lindsay Mary Lindsay Follow Jul 7 '25 Integration of Lightspeed WooCommerce: Unlocking Seamless E-commerce Management # webdev # ai # devops # career Comments Addย Comment 4 min read ReactJS 19 Full Course in Hindi โ Beginner to Advanced Mohit Decodes Mohit Decodes Mohit Decodes Follow Jul 11 '25 ReactJS 19 Full Course in Hindi โ Beginner to Advanced # react # career # beginners 1 ย reaction Comments Addย Comment 2 min read 5 Signs Youโre Ready to Apply for Coding Jobs (Even if You Donโt Feel Ready) David Thurman @ BeyondCode.app David Thurman @ BeyondCode.app David Thurman @ BeyondCode.app Follow for Beyond Code Aug 13 '25 5 Signs Youโre Ready to Apply for Coding Jobs (Even if You Donโt Feel Ready) # career # learning # beginners # programming 5 ย reactions Comments 2 ย comments 3 min read Dan Thompson on What Recruiters Do and How to Make it Work for You Severin Wiggenhorn Severin Wiggenhorn Severin Wiggenhorn Follow Jul 6 '25 Dan Thompson on What Recruiters Do and How to Make it Work for You # career # careerdevelopment # interview Comments Addย Comment 10 min read I Built a Leadership Simulator for Aspiring Tech Leads (And Why The Soft Skills Matter Most) Dale Nguyen Dale Nguyen Dale Nguyen Follow Aug 9 '25 I Built a Leadership Simulator for Aspiring Tech Leads (And Why The Soft Skills Matter Most) # leadership # career # management # webdev 1 ย reaction Comments Addย Comment 2 min read The Truth About AI's Impact on New Developers David Thurman @ BeyondCode.app David Thurman @ BeyondCode.app David Thurman @ BeyondCode.app Follow for Beyond Code Aug 9 '25 The Truth About AI's Impact on New Developers # beginners # career # ai # programming 5 ย reactions Comments 5 ย comments 3 min read ๐ How I Built a Digital Agency, Won a Hackathon, and Learned Python โ Before 18 DimitLe DimitLe DimitLe Follow Jul 6 '25 ๐ How I Built a Digital Agency, Won a Hackathon, and Learned Python โ Before 18 # programming # webdev # career # startup Comments Addย Comment 2 min read DevOps Skills Alone Arenโt Enough Yoshik Karnawat Yoshik Karnawat Yoshik Karnawat Follow Aug 9 '25 DevOps Skills Alone Arenโt Enough # devops # career 1 ย reaction Comments 1 ย comment 4 min read Building the Future, TogetherโInside the World of Ments Garima Sharma Garima Sharma Garima Sharma Follow Jul 6 '25 Building the Future, TogetherโInside the World of Ments # career # startup # community # founder 1 ย reaction Comments Addย Comment 3 min read Coding is Messy โ Or Why Developers Are Still Indispensable Philip Perry Philip Perry Philip Perry Follow Jul 19 '25 Coding is Messy โ Or Why Developers Are Still Indispensable # discuss # ai # programming # career 1 ย reaction Comments 2 ย comments 2 min read AI Isn't Ending Developer Careers. It's Changing Them. Christopher Downard Christopher Downard Christopher Downard Follow Aug 8 '25 AI Isn't Ending Developer Careers. It's Changing Them. # ai # leadership # career # developers Comments 3 ย comments 3 min read Stop Practicing, Start Showcasing: Portfolio Projects That Land Data Analyst Jobs Zerol0l Zerol0l Zerol0l Follow Aug 8 '25 Stop Practicing, Start Showcasing: Portfolio Projects That Land Data Analyst Jobs # datascience # career # learning # python 4 ย reactions Comments 1 ย comment 10 min read Leveling Up as a Developer: Advice from Kent C. Dodds, Nadia Makarevich, and My Own Path to Team Lead Tim Lorent Tim Lorent Tim Lorent Follow Aug 8 '25 Leveling Up as a Developer: Advice from Kent C. 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https://dev.to/lparvinsmith/web3js-vs-ethersjs-a-comparison-of-web3-libraries-2ap5#so-which-should-i-pick-for-my-project | web3.js vs ethers.js: a Comparison of Web3 Libraries - DEV Community Forem Feed Follow new Subforems to improve your feed DEV Community Follow A space to discuss and keep up software development and manage your software career Future Follow News and discussion of science and technology such as AI, VR, cryptocurrency, quantum computing, and more. Open Forem Follow A general discussion space for the Forem community. If it doesn't have a home elsewhere, it belongs here Gamers Forem Follow An inclusive community for gaming enthusiasts Music Forem Follow From composing and gigging to gear, hot music takes, and everything in between. Vibe Coding Forem Follow Discussing AI software development, and showing off what we're building. Popcorn Movies and TV Follow Movie and TV enthusiasm, criticism and everything in-between. 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A space to share projects, ask questions, and discuss server-driven templating Dropdown menu Dropdown menu Skip to content Navigation menu Search Powered by Algolia Search Log in Create account DEV Community Close Add reaction Like Unicorn Exploding Head Raised Hands Fire Jump to Comments Save Boost More... Copy link Copy link Copied to Clipboard Share to X Share to LinkedIn Share to Facebook Share to Mastodon Share Post via... Report Abuse Lara Parvinsmith Posted on Mar 3, 2022 web3.js vs ethers.js: a Comparison of Web3 Libraries # web3 # ethereum # javascript # blockchain Both web3.js and ethers.js are JavaScript libraries that enable frontend apps to interact with the Ethereum blockchain, including smart contracts. If you're building an app that reads or writes to the blockchain from the client, you'll need to use one of these libraries. They have similar functionality, but an important question is how they will be maintained and grow with the emerging dapp ecosystem. Quantitative comparison web3.js ethers.js Date of first release Feb 2015 Jul 2016 GitHub stars 13.4k 4k GitHub contributors* 16** 1 Bundle size*** 590.6kB 116.5kB *GitHub contributors from March 1, 2021 to March 1, 2022 **16 contributors, but only 2 had more than 10 commits in the one year period ***Bundle size from bundlephobia , value of minified and gzipped package. API differences While web3.js provides a single instantiated web3 object with methods for interacting with the blockchain, ethers.js separates the API into two separate roles. The provider , which is an anonymous connection to the ethereum network, and the signer , which can access the private key and sign the transactions. The ethers team intended this separation of concerns to provide more flexibility to developers. Side-by-side examples Below are some examples of common functions a developer would include in their dapp. You'll see they offer the same functionality, with some slight differences of API. Instantiating provider with MetaMask wallet web3 const web3 = new Web3(Web3.givenProvider); ethers const provider = new ethers.providers.Web3Provider(window.ethereum) Getting balance of account web3 const balance = await web3.eth.getBalance("0x0") ethers (supports ENS!) const balance = await provider.getBalance("ethers.eth") Instantiating contract web3 const myContract = new web3.eth.Contract(ABI, contractAddress); ethers const myContract = new ethers.Contract(contractAddress, ABI, provider.getSigner()); Calling contract method web3 const balance = await myContract.methods.balanceOf("0x0").call() ethers const balance = await myContract.balanceOf("ethers.eth") So which should I pick for my project? Given the details above, web3.js looks like the go-to choice, with a longer history and more maintainers. However, ethers.js seems just as reliable and includes some differentiating perks such as size and additional features. Most other articles on this subject conclude that you could easily pick either, depending on what you're looking for. I too hesitate to recommend one over the other. But as the ecosystem evolves, it is important to me to pick the library that will be most flexible and supported by other libraries. Ecosystem factors Which will be the most supported by open source libraries? As the dapp ecosystem grows, which of the two libraries will be the most compatible with other open source libraries you want to bring into your app? In my limited experience, as this is still an emerging area for development, there are a couple libraries that require ethers.js to use the framework. Examples include web3-react and NFT Swap SDK . I have not yet seen libraries that require web3.js. Which will have a solution for mocking for end-to-end testing? Implementing end-to-end testing for web3 features is a challenge. This is partly because most tools, like Cypress , run your tests in a Chromium browser that does not support browser extensions. Developers need an easy way to mock Ethereum providers or the web3/ethers instance to use inside their test environments. So far, I haven't seen any libraries that help solve this. But if there were a tool that helped mock providers for testing, and only worked with ethers for example, that would be enough for me to choose ethers over web3. Which library do you prefer, web3.js or ethers.js? Are there any tools in the ecosystem I'm overlooking? Let me know in the comments! Top comments (4) Subscribe Personal Trusted User Create template Templates let you quickly answer FAQs or store snippets for re-use. Submit Preview Dismiss Collapse Expand Leland Holmes Leland Holmes Leland Holmes Follow IT Project Manager & Business Consultant Joined Sep 20, 2024 • Sep 20 '24 Dropdown menu Copy link Hide Hi, @everyone We are seeking a talented and experienced Blockchain Developer to join our dynamic team. As a Blockchain Developer, you will be responsible for driving the development and execution of our Decentralized Exchange (DEX) platform. The ideal candidate will possess a deep understanding of blockchain technology, strong project management skills, and a passion for building decentralized applications (dApps). If you are interested in this job, you can check our project. bitbucket.org/0xky43/ultrax-dex/src/main Use node version over 18.20.4. Our Team Leader will ask to you about this project. And for testing your coding skills, you should fix the some errors of this project. Afterwards, you can contact " t.me/VEProf " with project screenshots of the fixed issues. And then you will discuss more details with him what you have to do. Thanks Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand Pavel Svitek Pavel Svitek Pavel Svitek Follow 3x CTO, 10+ years as full-stack web dev. ReactJS/VueJS/NodeJS/Typescript/Python. Interested in Fintech/Web3/DeFi/AI/IPFS/Ethereum Location Zurich, Switzerland Work CTO Joined Dec 30, 2018 • Aug 3 '22 Dropdown menu Copy link Hide Have you seen any updates rg. wallet testing (mocking) with ethers.js or wagmi? Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand J.D. Bertron J.D. Bertron J.D. Bertron Follow Founder and CEO at BqETH.com Work Founder and CEO at BqETH.com Joined Jun 19, 2022 • Sep 24 '22 Dropdown menu Copy link Hide Thank you so much for this. 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Hide child comments as well Confirm For further actions, you may consider blocking this person and/or reporting abuse Lara Parvinsmith Follow Work Software Engineer Joined Aug 16, 2019 More from Lara Parvinsmith Signatures as Authentication in Web3 # ethereum # blockchain # web3 # cryptography Web3: the unique technology and challenges behind the hype # web3 # blockchain # ux # ethereum Easiest way to deploy your Ethereum Smart Contract # blockchain # solidity # ethereum # smartcontract ๐ 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 โ 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 โ the open source software that powers DEV and other inclusive communities. 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https://dev.to/podcast-on-api-design-and-development-strategies/api-aggregator-challenges-in-the-fintech-ecommerce-world-feat-eric-yu-of-rutter#main-content | API Aggregator Challenges in the FinTech & Ecommerce World feat. Eric Yu of Rutter - DEV Community Forem Feed Follow new Subforems to improve your feed DEV Community Follow A space to discuss and keep up software development and manage your software career Future Follow News and discussion of science and technology such as AI, VR, cryptocurrency, quantum computing, and more. Open Forem Follow A general discussion space for the Forem community. If it doesn't have a home elsewhere, it belongs here Gamers Forem Follow An inclusive community for gaming enthusiasts Music Forem Follow From composing and gigging to gear, hot music takes, and everything in between. Vibe Coding Forem Follow Discussing AI software development, and showing off what we're building. Popcorn Movies and TV Follow Movie and TV enthusiasm, criticism and everything in-between. DUMB DEV Community Follow Memes and software development shitposting Design Community Follow Web design, graphic design and everything in-between Security Forem Follow Your central hub for all things security. From ethical hacking and CTFs to GRC and career development, for beginners and pros alike Golf Forem Follow A community of golfers and golfing enthusiasts Crypto Forem Follow A collaborative community for all things Cryptoโfrom 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 โ features, bugs, performance, self-hosting. Maker Forem Follow A community for makers, hobbyists, and professionals to discuss Arduino, Raspberry Pi, 3D printing, and much more. HMPL.js Forem Follow For developers using HMPL.js to build fast, lightweight web apps. A space to share projects, ask questions, and discuss server-driven templating Dropdown menu Dropdown menu Skip to content Navigation menu Search Powered by Algolia Search Log in Create account DEV Community Close API Intersection Follow API Aggregator Challenges in the FinTech & Ecommerce World feat. Eric Yu of Rutter Jan 4 '23 play This week on the API Intersection podcast, we spoke with Eric Yu, a co-founder of Rutter API, a universal API aggregator for various types of business software tasked with standardizing all APIs into a unified format. They focus on two primary buckets: Ecommerce ecosystems apps, and fintech customers. Rutter lets customers connect their accounting, commerce, payment, and subscription platforms in a single flow. A universal API aggregator is a great solution to scale quickly, and we covered the benefits of utilizing one in our previous podcast episode. Increased security options, ease of integration, and the ability to scale quickly are just a few of the benefits of utilizing an aggregator. However, on the side of the aggregator, there are still quite a few challenges that aggregators face in today's API industry. _____ To subscribe to the podcast, visit https://stoplight.io/podcast --- API Intersection Podcast listeners are invited to sign up for Stoplight and save up to $650! Use code INTERSECTION10 to get 10% off a new subscription to Stoplight Platform Starter or Pro. Offer good for annual or monthly payment option for first-time subscribers. 10% off an annual plan ($650 savings for Pro and $94.80 for Starter) or 10% off your first month ($9.99 for Starter and $39 for Pro). Episode source Personal Trusted User Create template Templates let you quickly answer FAQs or store snippets for re-use. Submit Preview Dismiss Your browser does not support the audio element. 1x initializing... ร ๐ 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 โ 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 โ the open source software that powers DEV and other inclusive communities. Made with love and Ruby on Rails . DEV Community © 2016 - 2026. We're a place where coders share, stay up-to-date and grow their careers. Log in Create account | 2026-01-13T08:48:14 |
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Learn more Instantly access 40+ popular open source and proprietary modelsย Start building fast with plug-and-play code snippets Stay in GitHubโno context switching required /ai/models - logos OpenAI AI21 Labs Mistral AI Microsoft Meta DeepSeek Cohere xAI OpenAI AI21 Labs Mistral AI Microsoft Meta DeepSeek Cohere xAI Prompt engineering meets version control Store, manage, and collaborate on AI prompts just like code, with built-in tools to track changes, preview diffs, and roll back anytime. No more guessing Build faster with structured evaluations. Score outputs on quality, relevance, or any metric you define, using custom evaluators or LLMs as judges. Collaborate in natural language Turn prompt editing into a team sport. Built on trusted pull request workflows, the natural language prompt editor makes it easy for anyone to improve prompt quality.ย Spark your next build From idea to deployment, GitHub Spark and GitHub Models let you move fast with the right model for the job. Try GitHub Spark Turn your AI vision into reality with GitHubโฏModels Go from prototype to production in a snap. Learn more Get started with GitHub Models GitHub Models documentation Learn how to set up, test, compare, and securely deploy with GitHub Models. View GitHub Models documentation Learn about billing on GitHub If you want to use GitHub Models beyond the free usage included in your account, you can choose to opt-in to paid usage. Learn about billing for GitHub Models Explore models Browse and try out different models from top providers. Discover models Frequently askedย questions What is GitHub Models? GitHub Models brings AI directly into the developer workflow by providing access to multiple leading models through a single API key. It allows teams to manage prompts as code, run side-by-side model evaluations, and move from testing to production within the same environment they already use. Is GitHub Models different from GitHub Copilot? Yes, GitHub Models is a separate product, outside of GitHub Copilot. GitHub Models is free for everyone to get started building AI with and can be leveraged directly within GitHub. What is the Models playground? GitHub Models includes a playground where you can explore a curated selection of AI models from providers like OpenAI, Meta, and Microsoft. There you can experiment with prompts, tweak parameters (such as temperature or max tokens), and see how different models respond, all in real time. Can I bring my own model key? Yes, you can bring your own API keys (BYOK) from different providers, such as OpenAI or Azure AI. Model inference runs directly through your provider, and usage is billed and tracked through your provider account. View the GitHub BYOK documentation. How does GitHub Models billing work on GitHub? Billing for GitHub Models is designed to be flexible and to allow you to use your preferred model providers, while also providing the ability to control your spending. 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https://dev.to/rokoss21/compliance-levels-4phl#comments | Compliance Levels - DEV Community Forem Feed Follow new Subforems to improve your feed DEV Community Follow A space to discuss and keep up software development and manage your software career Future Follow News and discussion of science and technology such as AI, VR, cryptocurrency, quantum computing, and more. Open Forem Follow A general discussion space for the Forem community. If it doesn't have a home elsewhere, it belongs here Gamers Forem Follow An inclusive community for gaming enthusiasts Music Forem Follow From composing and gigging to gear, hot music takes, and everything in between. Vibe Coding Forem Follow Discussing AI software development, and showing off what we're building. Popcorn Movies and TV Follow Movie and TV enthusiasm, criticism and everything in-between. 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A space to share projects, ask questions, and discuss server-driven templating Dropdown menu Dropdown menu Skip to content Navigation menu Search Powered by Algolia Search Log in Create account DEV Community Close Add reaction Like Unicorn Exploding Head Raised Hands Fire Jump to Comments Save Boost More... Copy link Copy link Copied to Clipboard Share to X Share to LinkedIn Share to Facebook Share to Mastodon Share Post via... Report Abuse rokoss21 Posted on Dec 16, 2025 Compliance Levels # ai # webdev # programming # architecture Purpose This document defines compliance levels for FACET-related implementations. While the FACET v2.0 specification defines what is correct , compliance levels define how completely a given component (compiler, adapter, runtime, SDK integration) adheres to the FACET contract model. This allows the ecosystem to: distinguish partial integrations from full implementations avoid false claims of determinism set clear expectations for enterprise use evolve the standard without breaking attribution or trust Compliance levels are declarative and auditable . Core Principle Not all FACET integrations are equal โ and that must be explicit. A component MUST declare its compliance level. Silently claiming "FACET-compatible" without meeting the requirements of a level is considered non-compliant . Compliance Levels Overview FACET defines four compliance levels: Level Name Scope L0 Conceptual Documentation / ideas only L1 Structural Canonical JSON & schema adherence L2 Deterministic Full determinism & reproducibility L3 Reference Spec-complete, reference-grade Level 0 โ Conceptual Compliance (L0) Audience: blog posts, design docs, experimental prototypes Definition The implementation: references FACET concepts (contracts, determinism, Canonical JSON) does NOT implement formal compilation or guarantees Allowed Claims "FACET-inspired" "FACET concepts applied" "Contract-based approach" Forbidden Claims deterministic execution reproducibility guarantees FACET-compatible Notes L0 is not an implementation level . It exists to allow discussion without misleading users. Level 1 โ Structural Compliance (L1) Audience: SDK extensions, tooling, lightweight integrations Definition The implementation: produces or consumes Canonical JSON follows canonical ordering and explicit null rules enforces schema shape stability Required Properties stable key ordering explicit null for missing optional fields deterministic serialization Non-Requirements full R-DAG execution Token Box Model strict determinism across runs Allowed Claims "FACET-compatible (structural)" "Canonical JSON compliant" Common Examples logging / auditing tools snapshot testing harnesses visualization layers Level 2 โ Deterministic Compliance (L2) Audience: production agent systems, enterprise deployments Definition The implementation: fully enforces deterministic execution produces identical Canonical JSON for identical inputs rejects invalid states before provider execution Required Properties strict Facet Type System (FTS) deterministic R-DAG execution deterministic Token Box Model layout canonical JSON as the single source of truth no retries as a correctness mechanism Guarantees reproducible outputs stable hashing replayable executions deterministic failure modes Allowed Claims "Deterministic" "FACET-compliant" "Reproducible agent execution" Level 3 โ Reference Compliance (L3) Audience: standards bodies, auditors, long-term infrastructure Definition The implementation: satisfies all FACET v2.0 normative requirements passes the official FACET golden test suite is suitable as a reference implementation Required Properties full spec coverage (all execution phases) golden tests with published fixtures strict adapter requirements hermetic execution guarantees documented versioning and change history Privileges Only L3 implementations may claim: "FACET Reference Implementation" "Spec-complete" "FACET Standard" Adapters and Compliance Provider adapters have their own compliance axis . An adapter may be: L1 compliant (structural mapping only) L2 compliant (deterministic mapping + golden tests) Adapters can never be L3 on their own. They inherit system-level compliance. Misrepresentation Clause Claiming a higher compliance level than implemented is a spec violation . Non-compliant claims: "Deterministic" without reproducibility "FACET-compatible" without Canonical JSON "Standard" without spec coverage Such claims invalidate trust and interoperability. Rationale Compliance levels exist to prevent: marketing-driven overclaims partial integrations masquerading as standards ecosystem fragmentation A deterministic contract layer only works if trust is explicit. Summary FACET compliance is not binary. It is tiered, explicit, and enforceable . If a system does not declare its compliance level, it has none. Status This document defines normative compliance levels for the FACET ecosystem. Top comments (0) Subscribe Personal Trusted User Create template Templates let you quickly answer FAQs or store snippets for re-use. Submit Preview Dismiss Code of Conduct • Report abuse Are you sure you want to hide this comment? It will become hidden in your post, but will still be visible via the comment's permalink . Hide child comments as well Confirm For further actions, you may consider blocking this person and/or reporting abuse rokoss21 Follow Building FACET โ a deterministic AI language & ecosystem for next-gen agents, world engines and autonomous systems. Engineer, founder, systems thinker, creator of SINGULAR Engine. ๐ Education Systems architecture & AI engineering (self-directed path) Pronouns he/him Work Founder, AI Systems Architect & Tooling Engineer Joined Dec 6, 2024 More from rokoss21 History and Rationale of FACET # ai # architecture # llm FACET Glossary # webdev # programming # ai # architecture FACET vs Existing Approaches # webdev # programming # ai # architecture ๐ 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 โ 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 โ the open source software that powers DEV and other inclusive communities. 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https://docs.microsoft.com/en-us/dotnet/architecture/cloud-native/ | Architecting Cloud Native .NET Applications for Azure - .NET | Microsoft Learn Skip to main content Skip to Ask Learn chat experience This browser is no longer supported. Upgrade to Microsoft Edge to take advantage of the latest features, security updates, and technical support. Download Microsoft Edge More info about Internet Explorer and Microsoft Edge Table of contents Exit editor mode Ask Learn Ask Learn Focus mode Table of contents Read in English Add Add to plan Edit Share via Facebook x.com LinkedIn Email Print Note Access to this page requires authorization. You can try signing in or changing directories . Access to this page requires authorization. You can try changing directories . Architecting Cloud Native .NET Applications for Azure Feedback Summarize this article for me In this article EDITION v1.0.3 Refer changelog for the book updates and community contributions. PUBLISHED BY Microsoft Developer Division, .NET, and Visual Studio product teams A division of Microsoft Corporation One Microsoft Way Redmond, Washington 98052-6399 Copyright ยฉ 2023 by Microsoft Corporation All rights reserved. No part of the contents of this book may be reproduced or transmitted in any form or by any means without the written permission of the publisher. This book is provided "as-is" and expresses the author's views and opinions. The views, opinions, and information expressed in this book, including URL and other Internet website references, may change without notice. Some examples depicted herein are provided for illustration only and are fictitious. No real association or connection is intended or should be inferred. Microsoft and the trademarks listed at https://www.microsoft.com on the "Trademarks" webpage are trademarks of the Microsoft group of companies. Mac and macOS are trademarks of Apple Inc. 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Authors: Rob Vettor , Principal MTC (Microsoft Technology Center) Architect for Cloud App Innovation, Microsoft Steve "ardalis" Smith , Software Architect and Trainer - Ardalis.com Participants and Reviewers: Cesar De la Torre , Principal Program Manager, .NET team, Microsoft Nish Anil , Senior Program Manager, .NET team, Microsoft Jeremy Likness , Senior Program Manager, .NET team, Microsoft Cecil Phillip , Senior Cloud Advocate, Microsoft Sumit Ghosh , Principal Consultant at Neudesic Editors: Maira Wenzel , Program Manager, .NET team, Microsoft David Pine , Senior Content Developer, .NET docs, Microsoft Version This guide has been written to cover .NET 7 version along with many additional updates related to the same โwaveโ of technologies (that is, Azure and additional third-party technologies) coinciding in time with the .NET 7 release. Who should use this guide The audience for this guide is mainly developers, development leads, and architects who are interested in learning how to build applications designed for the cloud. A secondary audience is technical decision-makers who plan to choose whether to build their applications using a cloud-native approach. How you can use this guide This guide begins by defining cloud native and introducing a reference application built using cloud-native principles and technologies. Beyond these first two chapters, the rest of the book is broken up into specific chapters focused on topics common to most cloud-native applications. You can jump to any of these chapters to learn about cloud-native approaches to: Data and data access Communication patterns Scaling and scalability Application resiliency Monitoring and health Identity and security DevOps This guide is available both in PDF form and online. 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https://docs.midnight.network/ | Midnight Documentation | Midnight Docs Skip to main content Docs Compact Academy Blog Release Notes AI search Search Environment Testnet-02 Get started Installation Create an MN App Deploy an MN app Interact with an MN app What is Midnight Concepts Build How to Operate Validate API documentation Troubleshooting Contribute Release notes Glossary Dev diaries Explore withโฆ โพ Midnight developer documentation โ Midnight helps you keep sensitive data private with zero-knowledge proofs and selective disclosure, without losing on-chain utility. Start building Examples Compact language What is Midnight? โ Midnight is a privacy-first blockchain that blends public verifiability with confidential data handling. You can use Midnight's selective disclosure and ZK proofs to build apps that: Verify correctness without revealing sensitive data Share only the information users choose to disclose Prove compliance while keeping private records confidential Midnightโs consensus mechanism ensures agreement on state while preserving privacy and performance. โฆ New to blockchain Learn core ideas related to selective disclosure, ZK proofs, commitments, and how Midnight is different. Start learning โ โฆ Developer Install tools, scaffold an app, write a contract, and send a private transaction. Start building โ โฆ Node operators and SPOs Run nodes, monitor health, validate blocks, and follow ops best practices. Operate nodes โ โฆ Research and compliance Explore the runtime, proving system, transaction semantics, and audit paths. View architecture โ Participate โ GitHub Explore repositories, track issues, and contribute to development. Contribute โ Discord Chat with the team, get support, and join community calls. Join โ YouTube Watch walkthroughs, deep dives, and recorded talks from the team. Watch โ Hackathons Build on Midnight, learn from others, and showcase your projects. Build โ Nightpaper Read about the architecture, proof system, and design principles. Read โ Forum Discuss development, governance, and announcements with the community. Discuss โ Dev Diaries Follow development updates, DevRel communication, and community stories. Read โ Midnight Blog Read ecosystem news and major announcements. Read โ Edit this page Last updated on Jan 5, 2026 ยฉ 2026 Input Output Global, Inc. All Rights Reserved. Resources Midnight Foundation Glacier Drop Careers Legal Cookie Policy Privacy Policy Terms and Conditions Social | 2026-01-13T08:48:14 |
https://dev.to/alifunk#main-content | Ali-Funk - DEV Community Forem Feed Follow new Subforems to improve your feed DEV Community Follow A space to discuss and keep up software development and manage your software career Future Follow News and discussion of science and technology such as AI, VR, cryptocurrency, quantum computing, and more. Open Forem Follow A general discussion space for the Forem community. If it doesn't have a home elsewhere, it belongs here Gamers Forem Follow An inclusive community for gaming enthusiasts Music Forem Follow From composing and gigging to gear, hot music takes, and everything in between. Vibe Coding Forem Follow Discussing AI software development, and showing off what we're building. Popcorn Movies and TV Follow Movie and TV enthusiasm, criticism and everything in-between. DUMB DEV Community Follow Memes and software development shitposting Design Community Follow Web design, graphic design and everything in-between Security Forem Follow Your central hub for all things security. From ethical hacking and CTFs to GRC and career development, for beginners and pros alike Golf Forem Follow A community of golfers and golfing enthusiasts Crypto Forem Follow A collaborative community for all things Cryptoโfrom 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 โ features, bugs, performance, self-hosting. Maker Forem Follow A community for makers, hobbyists, and professionals to discuss Arduino, Raspberry Pi, 3D printing, and much more. HMPL.js Forem Follow For developers using HMPL.js to build fast, lightweight web apps. A space to share projects, ask questions, and discuss server-driven templating Dropdown menu Dropdown menu Skip to content Navigation menu Search Powered by Algolia Search Log in Create account DEV Community Close Follow User actions Ali-Funk Learning in Public. Transitioning into Cloud Security. Currently wrestling with AWS CCP and the Imposter Syndrome. I am here sharing what I learn so you don't have to make the same mistakes as I did. Location Germany Joined Joined onย Jan 7, 2026 github website Work Aspiring Cloud Security Architect More info about @alifunk Badges Writing Debut Awarded for writing and sharing your first DEV post! Continue sharing your work to earn the 4 Week Writing Streak Badge. Got it Close Skills/Languages System Integration Generalist focusing on AWS & Cloud Security Available for Letยดs talk about learning for AWS and Cloud in general. Post 4 posts published Comment 2 comments written Tag 0 tags followed Why "Ownership" is the Best Certification: Building Infrastructure for an AWS Legend Ali-Funk Ali-Funk Ali-Funk Follow Jan 12 Why "Ownership" is the Best Certification: Building Infrastructure for an AWS Legend # aws # community # career # cloud 5 ย reactions Comments Addย Comment 2 min read Want to connect with Ali-Funk? Create an account to connect with Ali-Funk. You can also sign in below to proceed if you already have an account. Create Account Already have an account? Sign in **More Than a Bootcamp: Why I Chose the German 'Umschulung' Path into Tech** Ali-Funk Ali-Funk Ali-Funk Follow Jan 11 **More Than a Bootcamp: Why I Chose the German 'Umschulung' Path into Tech** # watercooler # career # devops # beginners Comments Addย Comment 3 min read LLMs are like Humans - They make mistakes. Here is how we limit them with Guardrails Ali-Funk Ali-Funk Ali-Funk Follow Jan 8 LLMs are like Humans - They make mistakes. Here is how we limit them with Guardrails # aws # ai # guardrails # architecture Comments Addย Comment 2 min read Why I rescheduled my AWS exam today Ali-Funk Ali-Funk Ali-Funk Follow Jan 7 Why I rescheduled my AWS exam today # aws # beginners # cloud # career Comments Addย Comment 2 min read loading... ๐ 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 โ 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 โ the open source software that powers DEV and other inclusive communities. Made with love and Ruby on Rails . DEV Community © 2016 - 2026. We're a place where coders share, stay up-to-date and grow their careers. Log in Create account | 2026-01-13T08:48:14 |
https://dev.to/alifunk/why-ownership-is-the-best-certification-building-infrastructure-for-an-aws-legend-4nd5#comments | Why "Ownership" is the Best Certification: Building Infrastructure for an AWS Legend - DEV Community Forem Feed Follow new Subforems to improve your feed DEV Community Follow A space to discuss and keep up software development and manage your software career Future Follow News and discussion of science and technology such as AI, VR, cryptocurrency, quantum computing, and more. Open Forem Follow A general discussion space for the Forem community. If it doesn't have a home elsewhere, it belongs here Gamers Forem Follow An inclusive community for gaming enthusiasts Music Forem Follow From composing and gigging to gear, hot music takes, and everything in between. Vibe Coding Forem Follow Discussing AI software development, and showing off what we're building. Popcorn Movies and TV Follow Movie and TV enthusiasm, criticism and everything in-between. DUMB DEV Community Follow Memes and software development shitposting Design Community Follow Web design, graphic design and everything in-between Security Forem Follow Your central hub for all things security. From ethical hacking and CTFs to GRC and career development, for beginners and pros alike Golf Forem Follow A community of golfers and golfing enthusiasts Crypto Forem Follow A collaborative community for all things Cryptoโfrom 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 โ features, bugs, performance, self-hosting. Maker Forem Follow A community for makers, hobbyists, and professionals to discuss Arduino, Raspberry Pi, 3D printing, and much more. HMPL.js Forem Follow For developers using HMPL.js to build fast, lightweight web apps. A space to share projects, ask questions, and discuss server-driven templating Dropdown menu Dropdown menu Skip to content Navigation menu Search Powered by Algolia Search Log in Create account DEV Community Close Add reaction Like Unicorn Exploding Head Raised Hands Fire Jump to Comments Save Boost More... Copy link Copy link Copied to Clipboard Share to X Share to LinkedIn Share to Facebook Share to Mastodon Share Post via... Report Abuse Ali-Funk Posted on Jan 12 Why "Ownership" is the Best Certification: Building Infrastructure for an AWS Legend # aws # community # cloud # career After 8 years in IT Operations, I made a conscious decision: Iโm not just going to "learn" Cloud Security. Iโm going to live it. I am currently in the middle of a full career pivot. My days are spent on foundational IT retraining, my nights are dedicated to AWS certifications and Cloud Security. But certificates are just paper if you don't apply them. I promised myself that I wouldn't use this time to just "park" and wait for a degree. I am building a "launchpad". The Project: Building a Home for Cloud Architects Recently, I had the opportunity to support Marko Sluga a true authority in the AWS world and someone Iโve looked up to for learning cloud architecture. His community needed a new home, a place to discuss complex AWS topics, share knowledge, and grow together. I volunteered to design and build the infrastructure for his new Discord Community. This wasn't just about creating channels. It was about: Designing a logical structure for discussions Implementing security best practices for community management Creating a space where knowledge can scale When It clicked for me: Validation over Certification We often obsess over passing exams (and I am grinding for them too!). But in the real world, soft skills and mindset often beat raw data retention. After the launch, Marko gave me feedback that hit harder than any "Exam Passed" badge ever could: "Ali Funk being willing to take ownership like you did is a rare trait and I am grateful for your help. You deserve every ounce of recognition!" Marko Sluga He didn't thank me for "configuring a bot." He thanked me for taking ownership. Why I aim to be an AWS Community Builder This experience clarified my path. I realized that my biggest strength isn't just configuring systems Itยดs enabling others. I love bridging the gap between "Old School Ops" reliability and "Cloud Native" agility I love building infrastructures where communities can thrive I love the "hybrid war" of learning and doing simultaneously This is why I have set my sights on becoming an AWS Community Builder. I want to be part of the global group of people who don't just consume cloud technology, but who actively shape how it is understood and used. I want to share my journey from the Data Center floor to the cloud architecture board, helping others who are making the same pivot. The Takeaway If you are early in your cloud journey, or pivoting like me: Don't wait for permission. Don't wait until you have 5 certs to build something. Find a problem. Fix it. Take ownership. Thatโs how you build a "launchpad" If youโre early in your cloud journey: build something real, even if itโs small. Like I did with a Discord Server. Run it. Break it. Fix it. Document it. That experience will stay with you longer than any exam score ." Top comments (0) Subscribe Personal Trusted User Create template Templates let you quickly answer FAQs or store snippets for re-use. Submit Preview Dismiss Code of Conduct • Report abuse Are you sure you want to hide this comment? It will become hidden in your post, but will still be visible via the comment's permalink . Hide child comments as well Confirm For further actions, you may consider blocking this person and/or reporting abuse Ali-Funk Follow Learning in Public. Transitioning into Cloud Security. Currently wrestling with AWS CCP and the Imposter Syndrome. I am here sharing what I learn so you don't have to make the same mistakes as I did. Location Germany Work Aspiring Cloud Security Architect Joined Jan 7, 2026 More from Ali-Funk **More Than a Bootcamp: Why I Chose the German 'Umschulung' Path into Tech** # career # watercooler # devops # beginners LLMs are like Humans - They make mistakes. Here is how we limit them with Guardrails # aws # ai # guardrails # architecture Why I rescheduled my AWS exam today # aws # beginners # cloud # career ๐ 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 โ 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 โ the open source software that powers DEV and other inclusive communities. Made with love and Ruby on Rails . DEV Community © 2016 - 2026. We're a place where coders share, stay up-to-date and grow their careers. Log in Create account | 2026-01-13T08:48:14 |
https://docs.midnight.network/ | Midnight Documentation | Midnight Docs Skip to main content Docs Compact Academy Blog Release Notes AI search Search Environment Testnet-02 Get started Installation Create an MN App Deploy an MN app Interact with an MN app What is Midnight Concepts Build How to Operate Validate API documentation Troubleshooting Contribute Release notes Glossary Dev diaries Explore withโฆ โพ Midnight developer documentation โ Midnight helps you keep sensitive data private with zero-knowledge proofs and selective disclosure, without losing on-chain utility. Start building Examples Compact language What is Midnight? โ Midnight is a privacy-first blockchain that blends public verifiability with confidential data handling. You can use Midnight's selective disclosure and ZK proofs to build apps that: Verify correctness without revealing sensitive data Share only the information users choose to disclose Prove compliance while keeping private records confidential Midnightโs consensus mechanism ensures agreement on state while preserving privacy and performance. โฆ New to blockchain Learn core ideas related to selective disclosure, ZK proofs, commitments, and how Midnight is different. Start learning โ โฆ Developer Install tools, scaffold an app, write a contract, and send a private transaction. Start building โ โฆ Node operators and SPOs Run nodes, monitor health, validate blocks, and follow ops best practices. Operate nodes โ โฆ Research and compliance Explore the runtime, proving system, transaction semantics, and audit paths. View architecture โ Participate โ GitHub Explore repositories, track issues, and contribute to development. Contribute โ Discord Chat with the team, get support, and join community calls. Join โ YouTube Watch walkthroughs, deep dives, and recorded talks from the team. Watch โ Hackathons Build on Midnight, learn from others, and showcase your projects. Build โ Nightpaper Read about the architecture, proof system, and design principles. Read โ Forum Discuss development, governance, and announcements with the community. Discuss โ Dev Diaries Follow development updates, DevRel communication, and community stories. Read โ Midnight Blog Read ecosystem news and major announcements. Read โ Edit this page Last updated on Jan 5, 2026 ยฉ 2026 Input Output Global, Inc. All Rights Reserved. Resources Midnight Foundation Glacier Drop Careers Legal Cookie Policy Privacy Policy Terms and Conditions Social | 2026-01-13T08:48:14 |
https://apisyouwonthate.com/blog/contract-testing-apis-laravel-php-openapi#/portal/signin | Contract Testing a Laravel API with OpenAPI Newsletter Articles Books Podcast Membership Sign in Subscribe Contract Testing a Laravel API with OpenAPI Phil Sturgeon 04 Feb 2022 โ 6 min read Your API does a bunch of great stuff, and your OpenAPI document tells everyone about all the great stuff that your API can do, but making sure those two sources of truth agree can be a bit of a struggle at first. Whether you followed the API design-first workflow and want the developers to stick to your design, or whether you are trying to retroactively make documentation for an existing API and want to make sure its accurate, you'll want confidence the code and description match. Then over time, there's the chance for the API or OpenAPI to diverge, with a change being made in the code and not in the docs, or vice versa. Don't worry, this is a well solved problem. There are various dedicated tools dedicated which we wrote about way back in Keeping Documentation Honest , but these days we love the simplicity of adding some OpenAPI-based contract testing assertions to your existing API test suite. Don't have a test suite? Well, never a better time to start. Writing tests sounds scary to some, but seeing as there are a lot of assertions already written into your OpenAPI document, you will have some basic testing done rather quickly. There are infinite tools for infinite languages and frameworks, but today we're going to focus on this combination: Laravel PHP - A ridiculously popular PHP framework. Pest - Elegant PHP testing tool that feels like Jest, RSpec, etc. Spectator - Light-weight OpenAPI testing assertions for Laravel. This article will assume you're familiar with Laravel PHP, and if you're not there are many good articles out there about getting started. Their documentation is fantastic too. The concepts of this will still be interesting to many who are not familiar or in a rush to learn right now. So, you've already got Laravel running, and you want a test suite. Pest is great, it reminds me of RSpec, Jest and various other tools that I loved using for my last 8 years in Ruby/Go/Node/TypeScript land. I was a little worried it would be confusing trying to get Laravel and Pest to play ball, but Pest has a Laravel plugin which takes care of that. composer require pestphp/pest-plugin-laravel --dev php artisan pest:install Laravel lets people generate various bits code just like Rails generators, so you can generate a Pest test. php artisan pest:test OrganizationsTest This will create a very basic test in tests/Feature/OrganizationsTest.php that looks like this: <?php it('has organizations page', function () { $response = $this->get('/organizations'); $response->assertStatus(200); }); Pest is using the HTTP Tests functionality in Laravel to ping the /organizations endpoint, and then make sure you get a 200 back. This HTTP Test functionality will simulate a proper network interaction, meaning the test is more realistic than unit testing your controllers. This test is not talking about code, it's testing HTTP interactions. Perfect. Trying to run this test with php artisan test or ./vendor/bin/pest will possibly work if you've got your database server running directly on your machine, but if you're using docker you will probably get failures at this point. Sail is another Laravel tool which can help interface with Laravel inside docker, so tests can be run with sail artisan test instead. Either way, your ping-tests should be passing now. Let's make the test a bit more useful by creating some data before the tests are run. Afterall, we wont be able to contract test the data if there... isn't any data. <?php use App\Models\Organization; use Illuminate\Foundation\Testing\RefreshDatabase; uses(RefreshDatabase::class); beforeAll(function () { $organization = Organization::factory()->create(); $this->uuid = $organization->organization_uuid; }); it('returns a 404 for invalid record', function () { $non_existent_uuid = "53d4faeb-e046-4ab1-91ff-6b6e35c4c052"; $this ->getJson("/orgs/{$non_existent_uuid}") ->assertStatus(404); }); it('returns a valid record', function () { $this ->getJson("/orgs/{$this->uuid}") ->assertStatus(200); }); Run sail artisan test and hopefully this is working. It might fail complaining you've not got any factories set up, which are a handy feature for setting up fake data to be tested with. Head over to the Laravel Documentation to learn how to set up model factories if you've not got them already, this article is getting lengthy and we need to get onto the contract testing bit. Great. But we're still just doing pings on these endpoints. Time to give contract testing a go! Grab some OpenAPI If you have an OpenAPI document already, you can skip this step. If you don't have an OpenAPI document, make one with an editor like Stoplight Studio or Postman , or you can nab an example document from APIs Guru's OpenAPI Directory to play with. Alternatively, shove this into a file called openapi.yaml . openapi: "3.0.3" info: title: Example API version: "1.0" paths: /orgs/{id}: get: description: Get an organization parameters: - name: id in: path required: true schema: type: string format: uuid responses: 200: description: OK content: application/json: schema: type: object properties: id: type: string format: uuid Using Spectator Armed with some OpenAPI we can now try installing Spectator , a tool which will make Laravel's HTTP Tests aware of OpenAPI to help sniff out mismatches. composer require hotmeteor/spectator --dev php artisan vendor:publish --provider="Spectator\SpectatorServiceProvider" Now let's tweak our tests: <?php use App\Models\Organization; use Illuminate\Foundation\Testing\RefreshDatabase; use Spectator\Spectator; uses(RefreshDatabase::class); beforeAll(function () { $organization = Organization::factory()->create(); $this->uuid = $organization->organization_uuid; // Add Spectator ๐ Spectator::using('openapi.yaml'); }); it('returns a 404 for invalid record', function () { $non_existent_uuid = "53d4faeb-e046-4ab1-91ff-6b6e35c4c052"; $this ->getJson("/orgs/{$non_existent_uuid}") ->assertValidRequest() # ๐ new ->assertValidResponse(404); # ๐ new }); it('returns a valid record', function () { $this ->getJson("/orgs/{$this->uuid}") ->assertValidRequest() # ๐ new ->assertValidResponse(200); # ๐ new }); Those new assertions are being made available to Pest and the Laravel HTTP Test logic by Spectator, which is looking at the openapi.yaml and then figuring out which "path" to compare to the URL in getJson(). Very smart, and it immediately pointed out that my OpenAPI was missing definitions for how the 404 errors should look, along with a few other mistakes in my OpenAPI. Here's an example of the API response mismatching data typed for a property defined in OpenAPI. I've added newProperty to OpenAPI but forgot to add it to the HTTP Resource (what Laravel calls their serializer class). type: object required: - id - name - orders - newProperty properties: newProperty: type: string # existing properties ... Now when the test suite is run, Spectacle is going to throw up red flags. Done! Docs and code will never be out of sync again. There are a few quirks to watch out for with Spectacle, like expecting my path parameters to have a very specific name, but changing those is fairly low stakes and will not damage the quality of your OpenAPI. Summary What I love the most about this simplicity is that it can integrate into an existing applications test suite, and you definitely want to have a test suite. It's not a brand new second test suite, or some hosted tool that is hard to keep up with changes in PRs flagging the "one true cloud test suite" as broken... it's just a few lines of assertions in a standard PHPUnit, Pest, etc. test suite, and run on whatever existing CI/CD you're already using. Other folks use Dredd , which is a whole other tool to maintain with its own database seeding and state management - no handy DB resets like in Laravel/Pest. It's not able to check multiple responses (like 404's) so you're just kinda hoping those are correct when using Dredd. Then there's Prism , which is good for contract testing real traffic and spotting issues, but that's not something you can control from code. There's loads of other fantastic tools on OpenAPI.Tools for contract testing, and pretty much any JSON Schema validator can be used now that JSON Schema and OpenAPI Schemas are actually the same thing , so if you've not got something specifically OpenAPI orientated then hack one together yourself, and maybe release that to make something as simple as Spectator! Read more Design First, AI Never In the age of vibe-coding, how can we convince teams to invest in design before building APIs? Also in this newsletter: OpenAPI 3.3, Reddit's microservices architecture, an update to Speakeasy for OpenApi 3.2.0, and more! By Alexander Karan 15 Dec 2025 Zero-Downtime Migration from Laravel Vapor to Laravel Cloud Move your Laravel API from Vapor to Cloud in phases, without making a complete hash of it and wishing you never bothered. By Phil Sturgeon 08 Dec 2025 NestJS: Bad, or Really Bad? ๐ In this newsletter: the Resty library for APIs in Golang, a new Bruno release, an interview with Kin Lane, and API Schema Automation for devs By Alexander Karan 01 Dec 2025 Building a Sustainable Future in APIs with Kin Lane Kin Lane drops by to talk to Phil Sturgeon about his new startup, the changing landscape of API tech, why REST fundamentals are still important, and building sustainable API tools. By Mike Bifulco 01 Dec 2025 Sign up About Powered by Ghost Are you ready to build APIs You Won't Hate? Join now to subscribe to our twice-monthly newsletter, access to our Slack Channel, and other subscriber benefits. Unsubscribe any time. Subscribe | 2026-01-13T08:48:14 |
https://apisyouwonthate.com/blog/contract-testing-apis-laravel-php-openapi#/portal/ | Contract Testing a Laravel API with OpenAPI Newsletter Articles Books Podcast Membership Sign in Subscribe Contract Testing a Laravel API with OpenAPI Phil Sturgeon 04 Feb 2022 โ 6 min read Your API does a bunch of great stuff, and your OpenAPI document tells everyone about all the great stuff that your API can do, but making sure those two sources of truth agree can be a bit of a struggle at first. Whether you followed the API design-first workflow and want the developers to stick to your design, or whether you are trying to retroactively make documentation for an existing API and want to make sure its accurate, you'll want confidence the code and description match. Then over time, there's the chance for the API or OpenAPI to diverge, with a change being made in the code and not in the docs, or vice versa. Don't worry, this is a well solved problem. There are various dedicated tools dedicated which we wrote about way back in Keeping Documentation Honest , but these days we love the simplicity of adding some OpenAPI-based contract testing assertions to your existing API test suite. Don't have a test suite? Well, never a better time to start. Writing tests sounds scary to some, but seeing as there are a lot of assertions already written into your OpenAPI document, you will have some basic testing done rather quickly. There are infinite tools for infinite languages and frameworks, but today we're going to focus on this combination: Laravel PHP - A ridiculously popular PHP framework. Pest - Elegant PHP testing tool that feels like Jest, RSpec, etc. Spectator - Light-weight OpenAPI testing assertions for Laravel. This article will assume you're familiar with Laravel PHP, and if you're not there are many good articles out there about getting started. Their documentation is fantastic too. The concepts of this will still be interesting to many who are not familiar or in a rush to learn right now. So, you've already got Laravel running, and you want a test suite. Pest is great, it reminds me of RSpec, Jest and various other tools that I loved using for my last 8 years in Ruby/Go/Node/TypeScript land. I was a little worried it would be confusing trying to get Laravel and Pest to play ball, but Pest has a Laravel plugin which takes care of that. composer require pestphp/pest-plugin-laravel --dev php artisan pest:install Laravel lets people generate various bits code just like Rails generators, so you can generate a Pest test. php artisan pest:test OrganizationsTest This will create a very basic test in tests/Feature/OrganizationsTest.php that looks like this: <?php it('has organizations page', function () { $response = $this->get('/organizations'); $response->assertStatus(200); }); Pest is using the HTTP Tests functionality in Laravel to ping the /organizations endpoint, and then make sure you get a 200 back. This HTTP Test functionality will simulate a proper network interaction, meaning the test is more realistic than unit testing your controllers. This test is not talking about code, it's testing HTTP interactions. Perfect. Trying to run this test with php artisan test or ./vendor/bin/pest will possibly work if you've got your database server running directly on your machine, but if you're using docker you will probably get failures at this point. Sail is another Laravel tool which can help interface with Laravel inside docker, so tests can be run with sail artisan test instead. Either way, your ping-tests should be passing now. Let's make the test a bit more useful by creating some data before the tests are run. Afterall, we wont be able to contract test the data if there... isn't any data. <?php use App\Models\Organization; use Illuminate\Foundation\Testing\RefreshDatabase; uses(RefreshDatabase::class); beforeAll(function () { $organization = Organization::factory()->create(); $this->uuid = $organization->organization_uuid; }); it('returns a 404 for invalid record', function () { $non_existent_uuid = "53d4faeb-e046-4ab1-91ff-6b6e35c4c052"; $this ->getJson("/orgs/{$non_existent_uuid}") ->assertStatus(404); }); it('returns a valid record', function () { $this ->getJson("/orgs/{$this->uuid}") ->assertStatus(200); }); Run sail artisan test and hopefully this is working. It might fail complaining you've not got any factories set up, which are a handy feature for setting up fake data to be tested with. Head over to the Laravel Documentation to learn how to set up model factories if you've not got them already, this article is getting lengthy and we need to get onto the contract testing bit. Great. But we're still just doing pings on these endpoints. Time to give contract testing a go! Grab some OpenAPI If you have an OpenAPI document already, you can skip this step. If you don't have an OpenAPI document, make one with an editor like Stoplight Studio or Postman , or you can nab an example document from APIs Guru's OpenAPI Directory to play with. Alternatively, shove this into a file called openapi.yaml . openapi: "3.0.3" info: title: Example API version: "1.0" paths: /orgs/{id}: get: description: Get an organization parameters: - name: id in: path required: true schema: type: string format: uuid responses: 200: description: OK content: application/json: schema: type: object properties: id: type: string format: uuid Using Spectator Armed with some OpenAPI we can now try installing Spectator , a tool which will make Laravel's HTTP Tests aware of OpenAPI to help sniff out mismatches. composer require hotmeteor/spectator --dev php artisan vendor:publish --provider="Spectator\SpectatorServiceProvider" Now let's tweak our tests: <?php use App\Models\Organization; use Illuminate\Foundation\Testing\RefreshDatabase; use Spectator\Spectator; uses(RefreshDatabase::class); beforeAll(function () { $organization = Organization::factory()->create(); $this->uuid = $organization->organization_uuid; // Add Spectator ๐ Spectator::using('openapi.yaml'); }); it('returns a 404 for invalid record', function () { $non_existent_uuid = "53d4faeb-e046-4ab1-91ff-6b6e35c4c052"; $this ->getJson("/orgs/{$non_existent_uuid}") ->assertValidRequest() # ๐ new ->assertValidResponse(404); # ๐ new }); it('returns a valid record', function () { $this ->getJson("/orgs/{$this->uuid}") ->assertValidRequest() # ๐ new ->assertValidResponse(200); # ๐ new }); Those new assertions are being made available to Pest and the Laravel HTTP Test logic by Spectator, which is looking at the openapi.yaml and then figuring out which "path" to compare to the URL in getJson(). Very smart, and it immediately pointed out that my OpenAPI was missing definitions for how the 404 errors should look, along with a few other mistakes in my OpenAPI. Here's an example of the API response mismatching data typed for a property defined in OpenAPI. I've added newProperty to OpenAPI but forgot to add it to the HTTP Resource (what Laravel calls their serializer class). type: object required: - id - name - orders - newProperty properties: newProperty: type: string # existing properties ... Now when the test suite is run, Spectacle is going to throw up red flags. Done! Docs and code will never be out of sync again. There are a few quirks to watch out for with Spectacle, like expecting my path parameters to have a very specific name, but changing those is fairly low stakes and will not damage the quality of your OpenAPI. Summary What I love the most about this simplicity is that it can integrate into an existing applications test suite, and you definitely want to have a test suite. It's not a brand new second test suite, or some hosted tool that is hard to keep up with changes in PRs flagging the "one true cloud test suite" as broken... it's just a few lines of assertions in a standard PHPUnit, Pest, etc. test suite, and run on whatever existing CI/CD you're already using. Other folks use Dredd , which is a whole other tool to maintain with its own database seeding and state management - no handy DB resets like in Laravel/Pest. It's not able to check multiple responses (like 404's) so you're just kinda hoping those are correct when using Dredd. Then there's Prism , which is good for contract testing real traffic and spotting issues, but that's not something you can control from code. There's loads of other fantastic tools on OpenAPI.Tools for contract testing, and pretty much any JSON Schema validator can be used now that JSON Schema and OpenAPI Schemas are actually the same thing , so if you've not got something specifically OpenAPI orientated then hack one together yourself, and maybe release that to make something as simple as Spectator! Read more Design First, AI Never In the age of vibe-coding, how can we convince teams to invest in design before building APIs? Also in this newsletter: OpenAPI 3.3, Reddit's microservices architecture, an update to Speakeasy for OpenApi 3.2.0, and more! By Alexander Karan 15 Dec 2025 Zero-Downtime Migration from Laravel Vapor to Laravel Cloud Move your Laravel API from Vapor to Cloud in phases, without making a complete hash of it and wishing you never bothered. By Phil Sturgeon 08 Dec 2025 NestJS: Bad, or Really Bad? ๐ In this newsletter: the Resty library for APIs in Golang, a new Bruno release, an interview with Kin Lane, and API Schema Automation for devs By Alexander Karan 01 Dec 2025 Building a Sustainable Future in APIs with Kin Lane Kin Lane drops by to talk to Phil Sturgeon about his new startup, the changing landscape of API tech, why REST fundamentals are still important, and building sustainable API tools. By Mike Bifulco 01 Dec 2025 Sign up About Powered by Ghost Are you ready to build APIs You Won't Hate? Join now to subscribe to our twice-monthly newsletter, access to our Slack Channel, and other subscriber benefits. Unsubscribe any time. Subscribe | 2026-01-13T08:48:14 |
https://dev.to/codewithtee/server-side-rendering-ssr-vs-client-side-rendering-csr-3m24#serverside-rendering | Server-Side Rendering (SSR) Vs Client-Side Rendering (CSR) - DEV Community Forem Feed Follow new Subforems to improve your feed DEV Community Follow A space to discuss and keep up software development and manage your software career Future Follow News and discussion of science and technology such as AI, VR, cryptocurrency, quantum computing, and more. Open Forem Follow A general discussion space for the Forem community. If it doesn't have a home elsewhere, it belongs here Gamers Forem Follow An inclusive community for gaming enthusiasts Music Forem Follow From composing and gigging to gear, hot music takes, and everything in between. Vibe Coding Forem Follow Discussing AI software development, and showing off what we're building. Popcorn Movies and TV Follow Movie and TV enthusiasm, criticism and everything in-between. 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A space to share projects, ask questions, and discuss server-driven templating Dropdown menu Dropdown menu Skip to content Navigation menu Search Powered by Algolia Search Log in Create account DEV Community Close Add reaction Like Unicorn Exploding Head Raised Hands Fire Jump to Comments Save Boost More... Copy link Copy link Copied to Clipboard Share to X Share to LinkedIn Share to Facebook Share to Mastodon Share Post via... Report Abuse Tabassum Khanum Posted on Nov 1, 2021 Server-Side Rendering (SSR) Vs Client-Side Rendering (CSR) # beginners # webdev # javascript # codenewbie Hey Coders! We all can agree that new-age Javascript has changed modern websites structure and the user experience drastically. Websites these days are built more like an application pretending to be a website capable of sending emails, notifications, chat, shop, payments, etc. Today's websites are so advanced, interactive, but earlier, the websites and web applications had a common strategy to follow. They prepared HTML content to be sent to the browsers at the server-side; this content was then rendered as HTML with CSS styling in the browser. Traditionally, the browser receives HTML from the server and renders it. When the user navigates to another URL, a full-page refresh is required and the server sends fresh new HTML for the new page. This is called server-side rendering. Fast forward to today. When websites have 1000s of lines of code to render and with much more complex structures. Today, websites are more than just static pages. The downfall of SSR came when the websites were not all about allowing the user to perform actions and receive a response for their action. That is why developers shifted the ever-growing method of rendering web pages on the client-side. But, here are the questions- Is SSR still relevant? If yes, where to use it. the best approach for you? Server-Side Rendering In SSR, when the user makes a request to the webpage, the server prepares the HTML page by fetching the required data from the database and sends to the user's machine over the internet. Then the browser presents all the requested actions on the user UI. All these processes of fetching data from the database to creating an HTML page and sending it to the client are done in mere milliseconds. This method is viable if all your website need is to display images/ texts, links to click, and is more on the static side. In server-side rendered pages, it is common to use snippets of jQuery to add user interactivity to each page. However, when building large apps, just jQuery is insufficient. After all, jQuery is primarily a library for DOM manipulation and it's not a framework; it does not define a clear structure and organization for your app. Client-Side Rendering Developers are approaching CSR as modern-day development is mostly about JS libraries and frameworks. The popularity of modern-age JS shifted all the attention to CSR. Client-side rendering means that a websiteโs JavaScript is rendered in your browser, rather than on the websiteโs server. So now, instead of getting all the content from the HTML doc, only the required HTML with the JS files will be rendered. The rendering time for the first upload is a bit slow. However, the next page loads will be very fast as we don't have to wait for every page render. Moreover, there is no need to reload the entire UI after every call to the server. The client-side framework manages to update UI with changed data by re-rendering only that particular DOM element. Also, a clear client-server separation scales better for larger engineering teams, as the client and server code can be developed and released independently. This is especially so at Grab when we have multiple client apps hitting the same API server. For more clear view let's see some benefits and downside of both rendering methods- Benefits of SSR - The initial page of the website load is faster as there are fewer codes to render. Good for minimal and static sites. Search engines can crawl the site for better SEO. Downsides of SSR - the site interactions are less. Slow page rendering. Full UI reloads. Frequent server requests. Benefits of CSR - The app feels more responsive and users do not see the flash between page navigations due to full-page refreshes. Fewer HTTP requests are made to the server, as the same assets do not have to be downloaded again for each page load. Clear separation of the concerns between the client and the server; you can easily build new clients for different platforms (e.g. mobile, chatbots, smartwatches) without having to modify the server code. You can also modify the technology stack on the client and server independently, as long as the API contract is not broken. Downsides of CSR - Heavier initial page load due to loading of the framework, app code, and assets required for multiple pages. There's an additional step to be done on your server which is to configure it to route all requests to a single entry point and allow client-side routing to take over from there. In most cases, requires an external library. All search engines execute JavaScript during crawling, and they may see empty content on your page. This inadvertently hurts the Search Engine Optimization (SEO) of your app. However, most of the time, when you are building apps, SEO is not the most important factor, as not all the content needs to be indexable by search engines. To overcome this, you can either server-side render your app or use services such as Prerender to "render your javascript in a browser, save the static HTML, and return that to the crawlers". When to use server-side rendering An application has a very simple UI with fewer pages/features An application has less dynamic data Read preference of the site is more than write The focus is not on rich sites and has few users When to use client-side rendering An application has a very complex UI with many pages/features An application has large and dynamic data Write preference of the site is more than reading The focus is on rich sites and a huge number of users The rendering method totally depends on the requirements and the UX plan of the client. The final call is yours whether to use SSR or CSR. I hope this article helped you to understand the basic concepts of rendering practice. Thank You for reading till the end! Top comments (8) Subscribe Personal Trusted User Create template Templates let you quickly answer FAQs or store snippets for re-use. Submit Preview Dismiss Collapse Expand neoan neoan neoan Follow Passionate generalist conquering the web one project at a time. Whether authoring libraries for node, JS, PHP, or Rust, I am always on the lookout for better solutions to common problems. Location USA Work Lead Developer & Co-founder at corpscrypt, CTO at REtech Joined Oct 1, 2019 • Nov 2 '21 Dropdown menu Copy link Hide So much to be said here in order to clear up potential misunderstandings for beginners: When deciding which technique to use, the amount of pages is not relevant. If at all, it's the other way around: the more routes your app has, the more likely SSR it the better choice. But let's look at the real why: how important is SEO? If you have an online shop or blog, the answer is probably "very important", as you depend on organic hits. If your app is about user-2-user communication (chats, private communities, etc) then the answer is probably "not so much, as the relevant content is individual. That said, most online shops even with thousands of products usually go for SSR. About history: there wasn't ever a "downfall" of SSR. SPAs simply created a new possibility and this possibly often makes more sense, and often it doesn't. Deciding when to use a fork and when to use a spoon doesn't say anything about whether or not a spoon is better than a fork. In the same way, there isn't any relationship between jQuery and SSR. This must be very confusing to read for the beginner. What OP likely meant was that we didn't have much else historically. But ask yourself why routers are always separate packages in JS frameworks. It's because it's perfectly fine to use Vue or React with SSR. Lastly, we should not forget about the impact technologies like PWA bring to this decision. Fetching and caching sites completely changes pros and cons and considerations to take. There is a huge need for SSR which can be seen when looking at technologies like next, nuxt and co. The truth is that devs tend to prefer CSR for various reasons and therefore are inclined to use it even if it's not the best choice for the task at hand. Like comment: Like comment: 17 likes Like Comment button Reply Collapse Expand Kavya Mekala Kavya Mekala Kavya Mekala Follow Joined Sep 17, 2022 • Sep 17 '22 Dropdown menu Copy link Hide can we use react for server side rendering? Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand Joes Joes Joes Follow Joined Aug 18, 2024 • Sep 13 '24 • Edited on Sep 13 • Edited Dropdown menu Copy link Hide Yes you can use React for server-side rendering .. React is typically used for client-side rendering, but it has built-in capabilities for ssr through libraries like next js or ReactDomServe Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand Safin Ghoghabori Safin Ghoghabori Safin Ghoghabori Follow Full-stack dev Location India Education MCA Joined Oct 8, 2019 • Sep 22 '22 Dropdown menu Copy link Hide Yes you can. React supports SSR! Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand Safin Ghoghabori Safin Ghoghabori Safin Ghoghabori Follow Full-stack dev Location India Education MCA Joined Oct 8, 2019 • Sep 22 '22 Dropdown menu Copy link Hide Amazing article. Thanks a lot.... @codewithtee Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand Shirene Kadkhodai Boyd Shirene Kadkhodai Boyd Shirene Kadkhodai Boyd Follow Education Thinkful Bootcamp Joined Feb 14, 2022 • Mar 31 '22 Dropdown menu Copy link Hide This was a very informative article and I feel like I better understand the differences! Thank you Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand programmingprobie programmingprobie programmingprobie Follow Scenario 7 Joined Dec 31, 2021 • Jul 24 '22 • Edited on Jul 24 • Edited Dropdown menu Copy link Hide For Server Side rendering have a look at HTMX (htmx.org) (gives you the feel of an SPA) Like comment: Like comment: 2 likes Like Comment button Reply Collapse Expand Ryan Neil Ryan Neil Ryan Neil Follow Location Hilo, HI Education University of California, Berkeley Work Fullstack Software Engineer Joined Nov 10, 2020 • Nov 2 '21 Dropdown menu Copy link Hide Great read! Thanks! 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 Tabassum Khanum Follow I write about web development, my coding journey, art, books, and sometimes lame shits๐ Follow to learn Together !๐ Location India Pronouns She/Her Joined Mar 18, 2021 More from Tabassum Khanum Thrashing - One Byte Explainer # devchallenge # cschallenge # computerscience # beginners WebRTC in Just One Byte # frontendchallenge # devchallenge # javascript # beginners Day 5: Apni Canteen-Food Delivery App Using React Native And Sanity # reactn # javascript # react # beginners ๐ 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 โ 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 โ the open source software that powers DEV and other inclusive communities. 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https://dev.to/mwolfhoffman/supabase-vs-firebase-pricing-and-when-to-use-which-5hhp#supabase-vs-firebase-pricing-and-when-to-use-which | Supabase Vs Firebase Pricing and When To Use Which - DEV Community Forem Feed Follow new Subforems to improve your feed DEV Community Follow A space to discuss and keep up software development and manage your software career Future Follow News and discussion of science and technology such as AI, VR, cryptocurrency, quantum computing, and more. Open Forem Follow A general discussion space for the Forem community. If it doesn't have a home elsewhere, it belongs here Gamers Forem Follow An inclusive community for gaming enthusiasts Music Forem Follow From composing and gigging to gear, hot music takes, and everything in between. Vibe Coding Forem Follow Discussing AI software development, and showing off what we're building. Popcorn Movies and TV Follow Movie and TV enthusiasm, criticism and everything in-between. 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A space to share projects, ask questions, and discuss server-driven templating Dropdown menu Dropdown menu Skip to content Navigation menu Search Powered by Algolia Search Log in Create account DEV Community Close Add reaction Like Unicorn Exploding Head Raised Hands Fire Jump to Comments Save Boost More... Copy link Copy link Copied to Clipboard Share to X Share to LinkedIn Share to Facebook Share to Mastodon Share Post via... Report Abuse Michael Wolf Hoffman Posted on Jan 22, 2022 Supabase Vs Firebase Pricing and When To Use Which # sql # webdev # firebase # database Supabase Vs Firebase Pricing and When To Use Which Supabase recently appeared on the scene as an attempt to be an open source alternative to Firebase. It's a great product and I've used it in many projects already. I've written about it here and here . The main difference between Supabase vs Firebase is that Supabase is a SQL database that utilized postgres and Firebase uses a NoSQL document data store. On my current side project I recently replaced Supabase for Firebase. I'll get into why and some of the pricing differences to consider. Consideration for Supabase vs Firebase Firebase has more features, for now For one, Firebase has been around much longer than Supabase and thus has more features. You can host your app on Firebase, you can also write cloud functions. (Currently I believe Supabase has cloud functions in beta). Both have great options for objects storage, authentication, and most things you will need as a backend as a service product. Also, while Supabase is not yet a perfect 1:1 mapping of Firebase, they do seem to be very quickly puting out new features to more closely match Firebase's offerings. SQL vs NoSQL This is a big one that I've been considering more. I enjoy relational data and my brain allows me to think about the relationships that SQL allows better than NoSQL document or key/value stores. I've been doing more of a deep dive into NoSQL and learning about how to structure data with it lately. With my research, I have decided that for small side projects and MVPs, I will be going with Firebase over Supabase if I truly don't need my data to be relational. NoSQL (firebase) can often be structured in a way that is more efficient than SQL. There are drawbacks however. Because you can't write complex queries and joins, you do have to consider how you might want to query your data in the future. This can be a difficult task. Once you have correctly anticipated the queries your application will need in the future, you actually duplicate that data into another document or collection in the NoSQL data store. Of course, now you have multiple places to update data too! This sounds like a headache, but with some practice it's actually pretty easy to catch on fast. After learning some more about how to structure documents in a NoSQL datastore, this performance and scalability is why I have decided that I will typically use Firebase over Supabase. The other reason is price. Pricing Another consideration for the Supabase vs Firebase debate is pricing. Both services offer a generous free tier. But what makes pricing considerations difficult is that scalability always has to be kept in mind. First, let's go over what each service offers for free in terms of a database and authentication (the two most used services by each) per month. Supabase: You get 3 free projects. You get 500 MB of storage. You get 10,000 users through their authentication service. Firebase: You get unlimited free projects. You get 1 GB of storage. You get 10,000 users through their authentication service. Firebase does charge for ingress and egress too. So you get 20,000 free writes per day and 50,000 free reads per day. Which to choose Ultimately, when I think about how my projects are going to scale (if they ever needed to) and what I am going to use them for, often NoSQL is just fine for my use cases and I get a better deal with Firebase. This is because my projects don't often scale to over 20,000 writes per day or 50,000 reads per day. And even if they do, the price is comparable with Supabase's next tier. This decision allows me to save my limited supabase free projects for when I really need a relational database. Top comments (6) Subscribe Personal Trusted User Create template Templates let you quickly answer FAQs or store snippets for re-use. Submit Preview Dismiss Collapse Expand Rashim Narayan Tiku Rashim Narayan Tiku Rashim Narayan Tiku Follow Joined Jan 21, 2023 • Apr 4 '24 Dropdown menu Copy link Hide You haven't added the biggest price factor for Supabase which is "Bandwidth" and "DB scalability". "Bandwidth": You won't run out of MAUs or DB storage, but you would easily cross the 5gb bandwidth mark, after which 25$ plan is your only option. "DB scalability": Free tier gives you micro DB which has very less concurrent connections allowed, scaling it again will cost you paid plan + extra compute costs. Supabase have very smartly advertised to bring in customers, but you realize after you get in that "there's no such thing as a free lunch". Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand shaoyanji shaoyanji shaoyanji Follow Joined Mar 19, 2024 • Apr 21 '24 Dropdown menu Copy link Hide pssssst....pocketbase Like comment: Like comment: 2 likes Like Comment button Reply Collapse Expand Nicolรฒ Curioni Nicolรฒ Curioni Nicolรฒ Curioni Follow Iโm an Italian iOS developer. Education Tradate (VA), Italy Work Full time iOS developer Joined Apr 14, 2022 • Apr 14 '22 Dropdown menu Copy link Hide Hi, interesting post, but I have a question, Iโm developing a diary app, for iOS/iPadOS and also macOS/watchOS, but Iโm uncertain if use Firebase or Supabase. My app let the end userโs to edit the note content, with textView text styles, like different colors, fonts, formats and also add images inside the text, but, can I use Firebase or Supabase? Have you some adviceโs? Thanks, Nicolรฒ Curioni iOS Developer Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand Matthew Harris Matthew Harris Matthew Harris Follow Aspiring Ionic app developer Location Digital Nomad Work Developer at Self Employed Joined Jul 9, 2019 • Sep 3 '22 Dropdown menu Copy link Hide Yes you can store both easily. There is a limitation with the nosql firebase that each record can be a maximum of 1mb (I think thats the limit). That is a ton of text to allow per note but its worth considering. You can also split a document over multiple records with a bit of creative coding, if you do need to go beyond those extreme limits. If you want to learn more about strategies for nosql I would recommend looking up Fireship on YouTube who has some good videos. Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand neonitus neonitus neonitus Follow Joined Aug 20, 2023 • Aug 20 '23 Dropdown menu Copy link Hide Hi, Thanks for the post. I however have a question about authentication. If my app uses social authentication, firebase offers only 50k MAU while the pro plan for Supabase offers 100K MAUs. Would you then prefer to use Supabase Auth and Firestore DB? How would you approach this problem where you are going to have a lot of users using the app(+100,000 per month) and you want the power of RDBMS because you want to build an analytical platform for your app and app transactions? Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand codingjlu codingjlu codingjlu Follow Joined Jun 15, 2021 • May 29 '22 Dropdown menu Copy link Hide Thanks for the great article! I was searching this on Google because I wanted to see the pricing comparison, and you've covered that just well. Thanks again! 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 . 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https://dev.to/mwolfhoffman/supabase-vs-firebase-pricing-and-when-to-use-which-5hhp#sql-vs-nosql | Supabase Vs Firebase Pricing and When To Use Which - DEV Community Forem Feed Follow new Subforems to improve your feed DEV Community Follow A space to discuss and keep up software development and manage your software career Future Follow News and discussion of science and technology such as AI, VR, cryptocurrency, quantum computing, and more. Open Forem Follow A general discussion space for the Forem community. If it doesn't have a home elsewhere, it belongs here Gamers Forem Follow An inclusive community for gaming enthusiasts Music Forem Follow From composing and gigging to gear, hot music takes, and everything in between. Vibe Coding Forem Follow Discussing AI software development, and showing off what we're building. Popcorn Movies and TV Follow Movie and TV enthusiasm, criticism and everything in-between. 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A space to share projects, ask questions, and discuss server-driven templating Dropdown menu Dropdown menu Skip to content Navigation menu Search Powered by Algolia Search Log in Create account DEV Community Close Add reaction Like Unicorn Exploding Head Raised Hands Fire Jump to Comments Save Boost More... Copy link Copy link Copied to Clipboard Share to X Share to LinkedIn Share to Facebook Share to Mastodon Share Post via... Report Abuse Michael Wolf Hoffman Posted on Jan 22, 2022 Supabase Vs Firebase Pricing and When To Use Which # sql # webdev # firebase # database Supabase Vs Firebase Pricing and When To Use Which Supabase recently appeared on the scene as an attempt to be an open source alternative to Firebase. It's a great product and I've used it in many projects already. I've written about it here and here . The main difference between Supabase vs Firebase is that Supabase is a SQL database that utilized postgres and Firebase uses a NoSQL document data store. On my current side project I recently replaced Supabase for Firebase. I'll get into why and some of the pricing differences to consider. Consideration for Supabase vs Firebase Firebase has more features, for now For one, Firebase has been around much longer than Supabase and thus has more features. You can host your app on Firebase, you can also write cloud functions. (Currently I believe Supabase has cloud functions in beta). Both have great options for objects storage, authentication, and most things you will need as a backend as a service product. Also, while Supabase is not yet a perfect 1:1 mapping of Firebase, they do seem to be very quickly puting out new features to more closely match Firebase's offerings. SQL vs NoSQL This is a big one that I've been considering more. I enjoy relational data and my brain allows me to think about the relationships that SQL allows better than NoSQL document or key/value stores. I've been doing more of a deep dive into NoSQL and learning about how to structure data with it lately. With my research, I have decided that for small side projects and MVPs, I will be going with Firebase over Supabase if I truly don't need my data to be relational. NoSQL (firebase) can often be structured in a way that is more efficient than SQL. There are drawbacks however. Because you can't write complex queries and joins, you do have to consider how you might want to query your data in the future. This can be a difficult task. Once you have correctly anticipated the queries your application will need in the future, you actually duplicate that data into another document or collection in the NoSQL data store. Of course, now you have multiple places to update data too! This sounds like a headache, but with some practice it's actually pretty easy to catch on fast. After learning some more about how to structure documents in a NoSQL datastore, this performance and scalability is why I have decided that I will typically use Firebase over Supabase. The other reason is price. Pricing Another consideration for the Supabase vs Firebase debate is pricing. Both services offer a generous free tier. But what makes pricing considerations difficult is that scalability always has to be kept in mind. First, let's go over what each service offers for free in terms of a database and authentication (the two most used services by each) per month. Supabase: You get 3 free projects. You get 500 MB of storage. You get 10,000 users through their authentication service. Firebase: You get unlimited free projects. You get 1 GB of storage. You get 10,000 users through their authentication service. Firebase does charge for ingress and egress too. So you get 20,000 free writes per day and 50,000 free reads per day. Which to choose Ultimately, when I think about how my projects are going to scale (if they ever needed to) and what I am going to use them for, often NoSQL is just fine for my use cases and I get a better deal with Firebase. This is because my projects don't often scale to over 20,000 writes per day or 50,000 reads per day. And even if they do, the price is comparable with Supabase's next tier. This decision allows me to save my limited supabase free projects for when I really need a relational database. Top comments (6) Subscribe Personal Trusted User Create template Templates let you quickly answer FAQs or store snippets for re-use. Submit Preview Dismiss Collapse Expand Rashim Narayan Tiku Rashim Narayan Tiku Rashim Narayan Tiku Follow Joined Jan 21, 2023 • Apr 4 '24 Dropdown menu Copy link Hide You haven't added the biggest price factor for Supabase which is "Bandwidth" and "DB scalability". "Bandwidth": You won't run out of MAUs or DB storage, but you would easily cross the 5gb bandwidth mark, after which 25$ plan is your only option. "DB scalability": Free tier gives you micro DB which has very less concurrent connections allowed, scaling it again will cost you paid plan + extra compute costs. Supabase have very smartly advertised to bring in customers, but you realize after you get in that "there's no such thing as a free lunch". Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand shaoyanji shaoyanji shaoyanji Follow Joined Mar 19, 2024 • Apr 21 '24 Dropdown menu Copy link Hide pssssst....pocketbase Like comment: Like comment: 2 likes Like Comment button Reply Collapse Expand Nicolรฒ Curioni Nicolรฒ Curioni Nicolรฒ Curioni Follow Iโm an Italian iOS developer. Education Tradate (VA), Italy Work Full time iOS developer Joined Apr 14, 2022 • Apr 14 '22 Dropdown menu Copy link Hide Hi, interesting post, but I have a question, Iโm developing a diary app, for iOS/iPadOS and also macOS/watchOS, but Iโm uncertain if use Firebase or Supabase. My app let the end userโs to edit the note content, with textView text styles, like different colors, fonts, formats and also add images inside the text, but, can I use Firebase or Supabase? Have you some adviceโs? Thanks, Nicolรฒ Curioni iOS Developer Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand Matthew Harris Matthew Harris Matthew Harris Follow Aspiring Ionic app developer Location Digital Nomad Work Developer at Self Employed Joined Jul 9, 2019 • Sep 3 '22 Dropdown menu Copy link Hide Yes you can store both easily. There is a limitation with the nosql firebase that each record can be a maximum of 1mb (I think thats the limit). That is a ton of text to allow per note but its worth considering. You can also split a document over multiple records with a bit of creative coding, if you do need to go beyond those extreme limits. If you want to learn more about strategies for nosql I would recommend looking up Fireship on YouTube who has some good videos. Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand neonitus neonitus neonitus Follow Joined Aug 20, 2023 • Aug 20 '23 Dropdown menu Copy link Hide Hi, Thanks for the post. I however have a question about authentication. If my app uses social authentication, firebase offers only 50k MAU while the pro plan for Supabase offers 100K MAUs. Would you then prefer to use Supabase Auth and Firestore DB? How would you approach this problem where you are going to have a lot of users using the app(+100,000 per month) and you want the power of RDBMS because you want to build an analytical platform for your app and app transactions? Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand codingjlu codingjlu codingjlu Follow Joined Jun 15, 2021 • May 29 '22 Dropdown menu Copy link Hide Thanks for the great article! I was searching this on Google because I wanted to see the pricing comparison, and you've covered that just well. Thanks again! 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 Michael Wolf Hoffman Follow Location Salt Lake City, Utah, USA Work Software Engineer Joined Apr 30, 2020 More from Michael Wolf Hoffman Where to Publish Plugins, Add-ons, and Extensions for Software Engineers and Entrepreneurs # webdev # startup # saas # career How to Use React + Supabase Pt 2: Working with the Database # react # webdev # javascript # programming How To Use React + Supabase Pt 1: Setting Up a Project and Supabase Authentication # react # webdev # javascript # programming ๐ 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 โ 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 โ the open source software that powers DEV and other inclusive communities. Made with love and Ruby on Rails . DEV Community © 2016 - 2026. We're a place where coders share, stay up-to-date and grow their careers. Log in Create account | 2026-01-13T08:48:14 |
https://dev.to/mwolfhoffman/supabase-vs-firebase-pricing-and-when-to-use-which-5hhp#main-content | Supabase Vs Firebase Pricing and When To Use Which - DEV Community Forem Feed Follow new Subforems to improve your feed DEV Community Follow A space to discuss and keep up software development and manage your software career Future Follow News and discussion of science and technology such as AI, VR, cryptocurrency, quantum computing, and more. Open Forem Follow A general discussion space for the Forem community. If it doesn't have a home elsewhere, it belongs here Gamers Forem Follow An inclusive community for gaming enthusiasts Music Forem Follow From composing and gigging to gear, hot music takes, and everything in between. Vibe Coding Forem Follow Discussing AI software development, and showing off what we're building. Popcorn Movies and TV Follow Movie and TV enthusiasm, criticism and everything in-between. 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A space to share projects, ask questions, and discuss server-driven templating Dropdown menu Dropdown menu Skip to content Navigation menu Search Powered by Algolia Search Log in Create account DEV Community Close Add reaction Like Unicorn Exploding Head Raised Hands Fire Jump to Comments Save Boost More... Copy link Copy link Copied to Clipboard Share to X Share to LinkedIn Share to Facebook Share to Mastodon Share Post via... Report Abuse Michael Wolf Hoffman Posted on Jan 22, 2022 Supabase Vs Firebase Pricing and When To Use Which # sql # webdev # firebase # database Supabase Vs Firebase Pricing and When To Use Which Supabase recently appeared on the scene as an attempt to be an open source alternative to Firebase. It's a great product and I've used it in many projects already. I've written about it here and here . The main difference between Supabase vs Firebase is that Supabase is a SQL database that utilized postgres and Firebase uses a NoSQL document data store. On my current side project I recently replaced Supabase for Firebase. I'll get into why and some of the pricing differences to consider. Consideration for Supabase vs Firebase Firebase has more features, for now For one, Firebase has been around much longer than Supabase and thus has more features. You can host your app on Firebase, you can also write cloud functions. (Currently I believe Supabase has cloud functions in beta). Both have great options for objects storage, authentication, and most things you will need as a backend as a service product. Also, while Supabase is not yet a perfect 1:1 mapping of Firebase, they do seem to be very quickly puting out new features to more closely match Firebase's offerings. SQL vs NoSQL This is a big one that I've been considering more. I enjoy relational data and my brain allows me to think about the relationships that SQL allows better than NoSQL document or key/value stores. I've been doing more of a deep dive into NoSQL and learning about how to structure data with it lately. With my research, I have decided that for small side projects and MVPs, I will be going with Firebase over Supabase if I truly don't need my data to be relational. NoSQL (firebase) can often be structured in a way that is more efficient than SQL. There are drawbacks however. Because you can't write complex queries and joins, you do have to consider how you might want to query your data in the future. This can be a difficult task. Once you have correctly anticipated the queries your application will need in the future, you actually duplicate that data into another document or collection in the NoSQL data store. Of course, now you have multiple places to update data too! This sounds like a headache, but with some practice it's actually pretty easy to catch on fast. After learning some more about how to structure documents in a NoSQL datastore, this performance and scalability is why I have decided that I will typically use Firebase over Supabase. The other reason is price. Pricing Another consideration for the Supabase vs Firebase debate is pricing. Both services offer a generous free tier. But what makes pricing considerations difficult is that scalability always has to be kept in mind. First, let's go over what each service offers for free in terms of a database and authentication (the two most used services by each) per month. Supabase: You get 3 free projects. You get 500 MB of storage. You get 10,000 users through their authentication service. Firebase: You get unlimited free projects. You get 1 GB of storage. You get 10,000 users through their authentication service. Firebase does charge for ingress and egress too. So you get 20,000 free writes per day and 50,000 free reads per day. Which to choose Ultimately, when I think about how my projects are going to scale (if they ever needed to) and what I am going to use them for, often NoSQL is just fine for my use cases and I get a better deal with Firebase. This is because my projects don't often scale to over 20,000 writes per day or 50,000 reads per day. And even if they do, the price is comparable with Supabase's next tier. This decision allows me to save my limited supabase free projects for when I really need a relational database. Top comments (6) Subscribe Personal Trusted User Create template Templates let you quickly answer FAQs or store snippets for re-use. Submit Preview Dismiss Collapse Expand Rashim Narayan Tiku Rashim Narayan Tiku Rashim Narayan Tiku Follow Joined Jan 21, 2023 • Apr 4 '24 Dropdown menu Copy link Hide You haven't added the biggest price factor for Supabase which is "Bandwidth" and "DB scalability". "Bandwidth": You won't run out of MAUs or DB storage, but you would easily cross the 5gb bandwidth mark, after which 25$ plan is your only option. "DB scalability": Free tier gives you micro DB which has very less concurrent connections allowed, scaling it again will cost you paid plan + extra compute costs. Supabase have very smartly advertised to bring in customers, but you realize after you get in that "there's no such thing as a free lunch". Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand shaoyanji shaoyanji shaoyanji Follow Joined Mar 19, 2024 • Apr 21 '24 Dropdown menu Copy link Hide pssssst....pocketbase Like comment: Like comment: 2 likes Like Comment button Reply Collapse Expand Nicolรฒ Curioni Nicolรฒ Curioni Nicolรฒ Curioni Follow Iโm an Italian iOS developer. Education Tradate (VA), Italy Work Full time iOS developer Joined Apr 14, 2022 • Apr 14 '22 Dropdown menu Copy link Hide Hi, interesting post, but I have a question, Iโm developing a diary app, for iOS/iPadOS and also macOS/watchOS, but Iโm uncertain if use Firebase or Supabase. My app let the end userโs to edit the note content, with textView text styles, like different colors, fonts, formats and also add images inside the text, but, can I use Firebase or Supabase? Have you some adviceโs? Thanks, Nicolรฒ Curioni iOS Developer Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand Matthew Harris Matthew Harris Matthew Harris Follow Aspiring Ionic app developer Location Digital Nomad Work Developer at Self Employed Joined Jul 9, 2019 • Sep 3 '22 Dropdown menu Copy link Hide Yes you can store both easily. There is a limitation with the nosql firebase that each record can be a maximum of 1mb (I think thats the limit). That is a ton of text to allow per note but its worth considering. You can also split a document over multiple records with a bit of creative coding, if you do need to go beyond those extreme limits. If you want to learn more about strategies for nosql I would recommend looking up Fireship on YouTube who has some good videos. Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand neonitus neonitus neonitus Follow Joined Aug 20, 2023 • Aug 20 '23 Dropdown menu Copy link Hide Hi, Thanks for the post. I however have a question about authentication. If my app uses social authentication, firebase offers only 50k MAU while the pro plan for Supabase offers 100K MAUs. Would you then prefer to use Supabase Auth and Firestore DB? How would you approach this problem where you are going to have a lot of users using the app(+100,000 per month) and you want the power of RDBMS because you want to build an analytical platform for your app and app transactions? Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand codingjlu codingjlu codingjlu Follow Joined Jun 15, 2021 • May 29 '22 Dropdown menu Copy link Hide Thanks for the great article! I was searching this on Google because I wanted to see the pricing comparison, and you've covered that just well. Thanks again! 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 Michael Wolf Hoffman Follow Location Salt Lake City, Utah, USA Work Software Engineer Joined Apr 30, 2020 More from Michael Wolf Hoffman Where to Publish Plugins, Add-ons, and Extensions for Software Engineers and Entrepreneurs # webdev # startup # saas # career How to Use React + Supabase Pt 2: Working with the Database # react # webdev # javascript # programming How To Use React + Supabase Pt 1: Setting Up a Project and Supabase Authentication # react # webdev # javascript # programming ๐ 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 โ 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 โ the open source software that powers DEV and other inclusive communities. Made with love and Ruby on Rails . DEV Community © 2016 - 2026. We're a place where coders share, stay up-to-date and grow their careers. Log in Create account | 2026-01-13T08:48:14 |
https://dev.to/alifunk/more-than-a-bootcamp-why-i-chose-the-german-umschulung-path-into-tech-20co#comments | **More Than a Bootcamp: Why I Chose the German 'Umschulung' Path into Tech** - DEV Community Forem Feed Follow new Subforems to improve your feed DEV Community Follow A space to discuss and keep up software development and manage your software career Future Follow News and discussion of science and technology such as AI, VR, cryptocurrency, quantum computing, and more. Open Forem Follow A general discussion space for the Forem community. If it doesn't have a home elsewhere, it belongs here Gamers Forem Follow An inclusive community for gaming enthusiasts Music Forem Follow From composing and gigging to gear, hot music takes, and everything in between. Vibe Coding Forem Follow Discussing AI software development, and showing off what we're building. Popcorn Movies and TV Follow Movie and TV enthusiasm, criticism and everything in-between. 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A space to share projects, ask questions, and discuss server-driven templating Dropdown menu Dropdown menu Skip to content Navigation menu Search Powered by Algolia Search Log in Create account DEV Community Close Add reaction Like Unicorn Exploding Head Raised Hands Fire Jump to Comments Save Boost More... Copy link Copy link Copied to Clipboard Share to X Share to LinkedIn Share to Facebook Share to Mastodon Share Post via... Report Abuse Ali-Funk Posted on Jan 11 **More Than a Bootcamp: Why I Chose the German 'Umschulung' Path into Tech** # career # watercooler # devops # beginners I have 8 years of experience. Why am I doing a 2-year apprenticeship? Because shortcuts don't build careers.** The "Zero to Hero" Trap If you scroll through LinkedIn or YouTube today, the narrative is loud and seductive: "Become a Full Stack Developer in 12 weeks!" "Break into Cyber with this 6-week crash course!" "Get a 6-figure remote job with zero experience!" It sounds great. It sells courses. But letโs be real for a second: You cannot speed-run experience. I had a choice to make. I could have tried to hack my way into a mid-level role based on my past work. Instead, I chose to take a step back to leap forward. I enrolled in a German "Umschulung" (retraining) to become a Fachinformatiker Systemintegration (FiSi). To my international friends: This is not a bootcamp. This is a commitment. And here is why Iโa guy with 8 years in the industryโam doing it. I Am Not Starting From Zero (The Ops Advantage) I didn't wake up yesterday deciding I like computers. I have spent the last 8 years in IT Support and Administration. I have been in the trenches. I know the panic of a server going down at 3 AM. I know that "fixing it in production" is very different from "fixing it in a lab." I have the scar tissue that only comes from dealing with legacy systems and real users. So, why go back to school? Why get an entry-level degree? Because I realized that experience without a solid theoretical foundation has a ceiling. I knew how to fix things, but I wanted to understand exactly why they work (or break) on the architectural level. I didn't just want a job; I wanted mastery. What is an "Umschulung" anyway? For those outside of the DACH (Germany/Austria/Switzerland) region, the concept might be hard to grasp. A "FiSi" Umschulung is not a course you watch on Udemy. Duration : It is a 2-year full-time program. Dual System : It combines vocational school (theory) with working in a real company (practice). The Standard : The final exams are standardized by the IHK (Chamber of Commerce). They are rigorous. You can't fake your way through them. In Germany, this qualification is the " Gold Standard " for technical infrastructure roles. It separates the hobbyists from the professionals. My Strategy: Building the Cathedral , Not a Tent I see many people rushing into Cloud or Cybersecurity without knowing what an IP address is or how Linux permissions work. They are trying to build a penthouse on a foundation of sand. I am using these two years to harden my foundation: Formalizing the Basics : Networking (CCNA level), Linux Administration (Red Hat style), and electrical engineering basics. The Pivot : I am using this safe environment to transition from "General Ops" to Cloud Architecture & Kubernetes Security. The Proof : At the end, I won't just have a portfolio; I will have a state-recognized degree that proves I know my stuff. Conclusion There is a huge difference between "getting a job" and "building a career." If you want a job quickly, maybe a bootcamp works (though the market in 2026 disagrees). But if you want a career that lasts 20 years, don't be afraid to take the long road. Don't be afraid to go back to the basics, even if you are experienced. I am trading " speed " for " substance ". And in an industry full of hype, substance is the ultimate competitive advantage. I write about my journey from SysAdmin to Cloud Architect, covering AWS, Kubernetes, and the reality of the IT job market. Let's connect on LinkedIn! Top comments (0) Subscribe Personal Trusted User Create template Templates let you quickly answer FAQs or store snippets for re-use. Submit Preview Dismiss Code of Conduct • Report abuse Are you sure you want to hide this comment? It will become hidden in your post, but will still be visible via the comment's permalink . Hide child comments as well Confirm For further actions, you may consider blocking this person and/or reporting abuse Ali-Funk Follow Learning in Public. Transitioning into Cloud Security. Currently wrestling with AWS CCP and the Imposter Syndrome. I am here sharing what I learn so you don't have to make the same mistakes as I did. Location Germany Work Aspiring Cloud Security Architect Joined Jan 7, 2026 More from Ali-Funk Why I rescheduled my AWS exam today # aws # beginners # cloud # career ๐ 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 โ 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 โ the open source software that powers DEV and other inclusive communities. Made with love and Ruby on Rails . DEV Community © 2016 - 2026. We're a place where coders share, stay up-to-date and grow their careers. Log in Create account | 2026-01-13T08:48:14 |
https://apisyouwonthate.com/blog/writing-documentation-via-contract-testing | Writing Documentation via Contract Testing Newsletter Articles Books Podcast Membership Sign in Subscribe Writing Documentation via Contract Testing Phil Sturgeon 19 Apr 2018 โ 5 min read Part of my day job is trying to get folks to write API documentation, so the hordes of new developers joining the company on a weekly basis are not stuck trying guess at contracts by poking around years old code. Convincing API developers to take the time to write specs has involved dangling a myriad of carrots. One was a continuous integration pipeline to convert their in-repo OpenAPI specs to read-only Postman Mirrors (because who wants to maintain Postman collections manually?!!), and some folks are excited to use JSON Schema to offer client-side validation (now that weโve solved the JSON Schema >< OpenAPI issue.) The carrot weโll be discussing here is contract testing: the art of validating the shape of data provided by the API is what you think it is. Folks are regularly asking "how can we keep our documentation up to dateโ, and we have covered a few solutions to that, one of which is using JSON Schema. Unfortunately thinking of it this way leads to responses like "ok greeeeeat, when I have finished spending a week writing up documentation, I get to write a bunch more stuff to ensure its up to date. Yaaaay! ๐โ Well thatโs a fairly backwards way to think about the whole thing. I tell people: API specifications are a really powerful way to get contract testing, and they just so happen to render as documentation too. Once youโve confirmed your code conforms to the contract, you know your documentation is correct, so itโs pretty much been done for free. What is Contractย Testing A lot of applications just check that the endpoint doesnโt entirely crap out, which is the most basic sort of unit test: it 'should return HTTP OK (200)' do get "/users/#{subject.id}" expect(response).to have_http_status(:ok) end Sure ok, thatโs better than literally nothing, but we need to know what fields are there, that those fields have a specific type, and we need to make sure that doesnโt randomly change! Some folks will add some specific checks to their unit tests, maybe something like include_json : it "has basic info about user" do expect(subject).to include_json( id: 25, email: "john.smith@example.com", name: "John" ) end Others will bump this off to BDD-style testing with Cucumber or similar tools, which is essentially doing the exact same thing: Feature: User API Scenario: Show action When I visit "/users/1" Then the JSON response at "first_name" should be "Steve" And the JSON response at "last_name" should be "Richert" And the JSON response should have "username" And the JSON response at "username" should be a string And the JSON response should have "created_at" And the JSON response at "created_at" should be a string And the JSON response should have "updated_at" And the JSON response at "updated_at" should be a string ... ugh it goes on and on ... At this point it is essentially contract testing, but its very laborious, and is a whitelist. If a new field shows up and weโve not written a bunch of assertions for its type, we have no way of knowing if its correct. Clients might start using it, later it could change, and our test suite would never know. Something else to consider, is that writing these assertions for each field sucks. You want your unit tests to confirm the shape of the response under all sorts of scenarios, but you do not want to copy these lines over and over again. This leads to folks shoving some assertions into the first unit test, then just crossing their fingers that other scenarios output the correct shape. ๐คทโโ๏ธ JSON Schema for "DRYโ Contractย Testing Donโt Repeat Yourself, and define reusable schemas/components/user.json files, populated by JSON Schema: { "$schema": "https://json-schema.org/draft-06/schema#", "title": "Foo", "type": "object", "properties": { "id": { "readOnly": true, "type": "string", "example": "123" }, "uuid": { "type": "string", "format": "uuid", "example": "50f50f52-0d41-4a08-85ea-56423b2803c8" }, "email": { "type": "string", "example": "john@example.com" }, "name": { "type": "string", "example": "john.smith" }, "status": { "type": "string", "example": "inactive" }, "created_at": { "type": ["string", "null"], "format": "date-time", "example": "2018-04-09T15:45:44.358Z" }, }, "required": [ "email", "name", "uuid" ] } Learn more about the basic JSON Schema keywords over here: The basics - Understanding JSON Schema 1.0 documentation _When learning any new language, it's often helpful to start with the simplest thing possible. In JSON Schema, an emptyโฆ_spacetelescope.github.io Armed with a bunch of reusable contracts, the only thing to do is check if those contracts match the code. Ruby users can do this with json_matchers by Thoughtbot. Put this config wherever you handle your RSpec setup (or check out their alternative approaches ): require "json_matchers/rspec" JsonMatchers.schema_root = "docs/components/schemas" Then itโs simply a case of adding new tests for that context, or adding the expect line to your existing tests: it 'should return HTTP OK (200)' do get "/users/#{subject.id}" expect(response).to have_http_status(:ok) end it 'should conform to user schema' do get "/users/#{subject.id}" expect(response).to match_json_schema('user') end Thatโs it as far as contract testing goes. Run your tests, tweak the responses and JSON Schema, try and get it to fail. Remove a required field and itโll moan. Typecast an int to a string and itโll get sad. If you need help creating these JSON Schema files, thereโs a few hacks to speed you up . What aboutย Docs? Often early stage OpenAPI documentation is a lot of paths and maybe some properties, but folks often leave the schemas "until laterโ (never). responses: 200: description: OK With the schema missing you lose all benefit of API specifications: you have no example values, attribute tables, enums for status fields, types, etc. Luckily the new JSON Schema fill exactly that gap! responses: 200: description: OK content: application/json: schema: $ref: ./components/schemas/user.json Youโll need to watch out for the divergence issue , or use json-schema-to-openapi-schema to convert this JSON Schema & OpenAPI combo to "pure OpenAPI" in some build/CI step, but this works juuuust fine. Then itโs just a case of turning that OpenAPI into beautiful documentation . Give it a try and let me know what you think. I really like this simple, powerful, approach to keeping code up-to-date with your API specs. JSON Schema JavaScript jest-json-schema (by American Express ๐ฒ) chai-json-schema PHP estahn/phpunit-json-assertions Ruby thougtbot/json_matchers Tell us about your API description-based testing and what languages and frameworks you're using on @apisyouwonthate or our Slack . Read more Design First, AI Never In the age of vibe-coding, how can we convince teams to invest in design before building APIs? Also in this newsletter: OpenAPI 3.3, Reddit's microservices architecture, an update to Speakeasy for OpenApi 3.2.0, and more! By Alexander Karan 15 Dec 2025 Zero-Downtime Migration from Laravel Vapor to Laravel Cloud Move your Laravel API from Vapor to Cloud in phases, without making a complete hash of it and wishing you never bothered. By Phil Sturgeon 08 Dec 2025 NestJS: Bad, or Really Bad? ๐ In this newsletter: the Resty library for APIs in Golang, a new Bruno release, an interview with Kin Lane, and API Schema Automation for devs By Alexander Karan 01 Dec 2025 Building a Sustainable Future in APIs with Kin Lane Kin Lane drops by to talk to Phil Sturgeon about his new startup, the changing landscape of API tech, why REST fundamentals are still important, and building sustainable API tools. By Mike Bifulco 01 Dec 2025 Sign up About Powered by Ghost Are you ready to build APIs You Won't Hate? Join now to subscribe to our twice-monthly newsletter, access to our Slack Channel, and other subscriber benefits. Unsubscribe any time. Subscribe | 2026-01-13T08:48:15 |
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https://apisyouwonthate.com/blog/openapi-v3-1-and-json-schema | OpenAPI v3.1 and JSON Schema Newsletter Articles Books Podcast Membership Sign in Subscribe OpenAPI v3.1 and JSON Schema Phil Sturgeon 03 Feb 2020 โ 6 min read Updated 2019-05-29: OpenAPI v3.1 has dropped SemVer, so a few things that were going to be deprecated are now just straight up removed. This post has been updated to reflect that. Updated 2021-01-10: JSON Schema released Draft 2020-12 which clarified a few edge cases, it's not a meaningful change to the content of the article but we've replaced references to 2020-12 to avoid future confusion. OpenAPI using an "extended subset" of JSON Schema has caused confusion in the API space since before I had even heard of OpenAPI. Thanks to a lot of hard work from a lot of people over the last 6 months, OpenAPI v3.1 will in fact solve this problem, and there was much rejoicing. For anyone who's not read a million words on the topic from me on this topic already, I was talking about the divergence in 2017 , 2018 , creating workarounds , suggesting functionality , complaining about that functionality ... Everyone in and around OpenAPI was trying to get something done to solve this problem. For all this time, often unaware of any of the discussions, the divergence was a constant pain in everyone's ass: tooling vendors and end-users alike. Well, good news. OpenAPI v3.1 has brought along some substantial change. For a while we thought we'd see a few of OpenAPI-special keywords deprecated, and the JSON Schema keywords and functionality supported, but this "two ways of doing something" was not looking good for tooling vendors. So, after much consideration, OpenAPI v3.1 has dropped SemVer in order to more quickly and easily properly align itself with JSON Schema. Here's an overview: OpenAPI Schema is a vocabulary of JSON Schema 2020-12 type arrays are now supported nullable has been removed arbitrary keywords are now supported without needing an x- on the front exclusiveMinimum and exclusiveMaximum take a numeric value instead of being a boolean discriminator is deprecated, and miiiight still be removed before OpenAPI v3.1 final happens Let's look at some of this a bit closer. OpenAPI Schema is a Vocabulary of JSON Schema 2020-12 Check out this new wording from the OpenAPI Specification . The OpenAPI Schema Object is a JSON Schema vocabulary which extends JSON Schema Core and Validation vocabularies. As such any keyword available for those vocabularies is by definition available in OpenAPI, and will work the exact same way. Booyeah. OpenAPI no longer defines a complex list of discrepancies, it simply says that the Schema Object properties are defined in JSON Schema Core and JSON Schema Validation . There are no more "missing" JSON Schema properties. If a keyword exists in JSON Schema Draft 2020-12 (Core or Validation), then it's good to use in OpenAPI v3.1. How about keywords which worked... differently? type can now be an array The most common source of confusion for many people was that type could be an array of strings in JSON Schema, but had to be a single string in OpenAPI v2-3. In OpenAPI v3.0 you could at least use oneOf to select multiple types, meaning that three different ways to do the same thing were possible, with some tooling supporting one, two, or three of them... OpenAPI v2.0 type: string # no integers allowed... ๐คทโโ๏ธ OpenAPI v3.0 oneOf: - type: string - type: integer OpenAPI v3.1 type: [string, integer] OpenAPI v3.1 is now happy to take a type array! Users of languages like Java and C++ will still wonder why anyone would ever do this, but tooling vendors building tools for this can just treat it as they did a oneOf . Users of languages like JavaScript, Ruby and PHP are happy it's now much easier to describe common functionality. Maybe you used API Evolution to change a string to an array of address components, maybe it could even be an object! Go nuts mate. nullable is GONE Nullable was deprecated for a while, which was... my favourite pull request I ever sent . Henry Andrews, author of JSON Schema and now OpenAPI contributor, got to take the cake. It's removed . OpenAPI v3.0 type: string nullable: true OpenAPI v3.1 type: [string, "null"] This is probably the biggest breaking change, but it's such an easy find and replace. You can even use tools like openapi-schema-to-json-schema to upgrade your schema files (so long as you've been keeping them DRY !) Any format from JSON Schema is fine JSON Schema Draft 2020-12 added a few new formats so go wild with those. There are some changes to how formats are interpreted now, and they are being relaxed from validation, to annotations which could be used for validation if configured to do so. Basically, trying to validate that data follows the rules for what a specific validation tool things is valid for that format is... awful. Different tools disagree about what an email address is, despite there being a standard for what a valid email address is . Tool vendors can feel free to keep existing format validation, but probably move it behind a config switch. Maybe the next major version of that tooling could have it default off. Arbitrary Keywords Every now and then somebody would add arbitrary keywords to their JSON Schema files to keep track of information that special (maybe in-house) tooling understood, but were not part of the JSON Schema spec. Then they'd try and use those JSON Schema files in OpenAPI, only to find it blows up. This was also fixed. In addition to the JSON Schema properties defined in the vocabularies defined in the JSON Schema Core and JSON Schema Validation specifications, any properties can be used from any vocabularies, or entirely arbitrary keywords. OpenAPI v3.0 would only allow "extensions", which were arbitrary keywords starting with x- . Now, no need for the x- , unless you like it, in which case carry on. ๐ example vs examples JSON Schema has examples which is a bare array, which means you can have a string with two possible examples like this: type: string examples: - squirtle - charmander Documentation tools could chose to show the first one, or both, doesn't matter they're both good choices. OpenAPI v3.0 was a little different: type: string example: squirtle JSON Schema based tooling would not know what example was, and OpenAPI tooling would choke when it saw examples because it is not a valid keyword inside the Schema Object. In OpenAPI v3.1 the Schema Object example keyword is deprecated, so you should start using examples in your API description documents. I will probably add a Spectral rule for that to help nudge people in the right direction. examples are not examples The change above does solve a discrepancy, but it does unfortunately introduce its own little bit of confusion. Hold onto your butts. OpenAPI v3.0 Schema Objects do not have examples as a keyword, but there is a totally unrelated examples which shows up elsewhere in OpenAPI v3.0 (in the Media Type Object , for request and responses). Don't mix them up, they act differently. Let's take a look at this not-in-the-schema approach to examples which OpenAPI offers: parameters: - in: query name: limit schema: type: integer maximum: 50 examples: # Multiple examples zero: # Distinct name value: 0 # Example value summary: A sample limit value # Optional description max: # Distinct name value: 50 # Example value summary: A sample limit value # Optional description Example from Swagger.io talking about Examples . For any parameters , requestBody or responses , outside of the Schema Object, there is a special OpenAPI keyword called examples . This is not a bare array like the JSON Schema examples , but an object where the keys are names, and the example has to go inside the value key. This confusion of two types of examples is going to persist, but at least this problem can be solved with documentation and tutorials, instead of being a roadblock making files be unusable in some tooling but fine in others. ๐
exclusiveMinimum and exclusiveMaximum are different JSON Schema made an improvement to how exclusiveMinimum and exclusiveMaximum work. In older versions, they were a boolean switch which would suggest that the minim value defined was also an acceptable value. OpenAPI v3.0 # Value has to be 21 or over minimum: 21 # Value has to be greater than 21, not 21 minimum: 21 exclusiveMinimum: true OpenAPI v3.1 # Value has to be 21 or over (same) minimum: 21 # Value has to be greater than 21, not 21 (new!) exclusiveMinimum: 21 This is a small change, and has be done to simplify things. Keywords in schema objects generally should not effect other keywords in unexpected ways, so this keyword now just handles its own business. More to Come The work for JSON Schema alignment is pretty much done, but there are a few licks of paint until its completely sorted. These tweaks might come in over the course of the release candidate process, the first of which is supposedly going to be the end of February (this month?! ๐คฏ) OpenAPI v3.1 has a bunch of other cool stuff coming too: Webhooks which do not have to be documented as callbacks underneath a specific operation paths is now optional so an API description could be Webhooks only Maybe overlays will be a thing We'll talk about all this in future articles in the future. Until then, make sure your tooling is ready for JSON Schema 2020-12 and OpenAPI v3.1. Many tooling vendors are hard at work on this as we speak, with a few validation tools already done: .NET - Manatee.Json Java - Snow JavaScript - Hyperjump JSV Head over to the official JSON Schema Implementations list of all sorts of tooling as they're released. Hopefully soon this will all be behind us. Read more Design First, AI Never In the age of vibe-coding, how can we convince teams to invest in design before building APIs? Also in this newsletter: OpenAPI 3.3, Reddit's microservices architecture, an update to Speakeasy for OpenApi 3.2.0, and more! By Alexander Karan 15 Dec 2025 Zero-Downtime Migration from Laravel Vapor to Laravel Cloud Move your Laravel API from Vapor to Cloud in phases, without making a complete hash of it and wishing you never bothered. By Phil Sturgeon 08 Dec 2025 NestJS: Bad, or Really Bad? ๐ In this newsletter: the Resty library for APIs in Golang, a new Bruno release, an interview with Kin Lane, and API Schema Automation for devs By Alexander Karan 01 Dec 2025 Building a Sustainable Future in APIs with Kin Lane Kin Lane drops by to talk to Phil Sturgeon about his new startup, the changing landscape of API tech, why REST fundamentals are still important, and building sustainable API tools. By Mike Bifulco 01 Dec 2025 Sign up About Powered by Ghost Are you ready to build APIs You Won't Hate? Join now to subscribe to our twice-monthly newsletter, access to our Slack Channel, and other subscriber benefits. Unsubscribe any time. Subscribe | 2026-01-13T08:48:15 |
https://dev.to/codewithtee/server-side-rendering-ssr-vs-client-side-rendering-csr-3m24#clientside-rendering | Server-Side Rendering (SSR) Vs Client-Side Rendering (CSR) - DEV Community Forem Feed Follow new Subforems to improve your feed DEV Community Follow A space to discuss and keep up software development and manage your software career Future Follow News and discussion of science and technology such as AI, VR, cryptocurrency, quantum computing, and more. Open Forem Follow A general discussion space for the Forem community. If it doesn't have a home elsewhere, it belongs here Gamers Forem Follow An inclusive community for gaming enthusiasts Music Forem Follow From composing and gigging to gear, hot music takes, and everything in between. Vibe Coding Forem Follow Discussing AI software development, and showing off what we're building. Popcorn Movies and TV Follow Movie and TV enthusiasm, criticism and everything in-between. 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A space to share projects, ask questions, and discuss server-driven templating Dropdown menu Dropdown menu Skip to content Navigation menu Search Powered by Algolia Search Log in Create account DEV Community Close Add reaction Like Unicorn Exploding Head Raised Hands Fire Jump to Comments Save Boost More... Copy link Copy link Copied to Clipboard Share to X Share to LinkedIn Share to Facebook Share to Mastodon Share Post via... Report Abuse Tabassum Khanum Posted on Nov 1, 2021 Server-Side Rendering (SSR) Vs Client-Side Rendering (CSR) # beginners # webdev # javascript # codenewbie Hey Coders! We all can agree that new-age Javascript has changed modern websites structure and the user experience drastically. Websites these days are built more like an application pretending to be a website capable of sending emails, notifications, chat, shop, payments, etc. Today's websites are so advanced, interactive, but earlier, the websites and web applications had a common strategy to follow. They prepared HTML content to be sent to the browsers at the server-side; this content was then rendered as HTML with CSS styling in the browser. Traditionally, the browser receives HTML from the server and renders it. When the user navigates to another URL, a full-page refresh is required and the server sends fresh new HTML for the new page. This is called server-side rendering. Fast forward to today. When websites have 1000s of lines of code to render and with much more complex structures. Today, websites are more than just static pages. The downfall of SSR came when the websites were not all about allowing the user to perform actions and receive a response for their action. That is why developers shifted the ever-growing method of rendering web pages on the client-side. But, here are the questions- Is SSR still relevant? If yes, where to use it. the best approach for you? Server-Side Rendering In SSR, when the user makes a request to the webpage, the server prepares the HTML page by fetching the required data from the database and sends to the user's machine over the internet. Then the browser presents all the requested actions on the user UI. All these processes of fetching data from the database to creating an HTML page and sending it to the client are done in mere milliseconds. This method is viable if all your website need is to display images/ texts, links to click, and is more on the static side. In server-side rendered pages, it is common to use snippets of jQuery to add user interactivity to each page. However, when building large apps, just jQuery is insufficient. After all, jQuery is primarily a library for DOM manipulation and it's not a framework; it does not define a clear structure and organization for your app. Client-Side Rendering Developers are approaching CSR as modern-day development is mostly about JS libraries and frameworks. The popularity of modern-age JS shifted all the attention to CSR. Client-side rendering means that a websiteโs JavaScript is rendered in your browser, rather than on the websiteโs server. So now, instead of getting all the content from the HTML doc, only the required HTML with the JS files will be rendered. The rendering time for the first upload is a bit slow. However, the next page loads will be very fast as we don't have to wait for every page render. Moreover, there is no need to reload the entire UI after every call to the server. The client-side framework manages to update UI with changed data by re-rendering only that particular DOM element. Also, a clear client-server separation scales better for larger engineering teams, as the client and server code can be developed and released independently. This is especially so at Grab when we have multiple client apps hitting the same API server. For more clear view let's see some benefits and downside of both rendering methods- Benefits of SSR - The initial page of the website load is faster as there are fewer codes to render. Good for minimal and static sites. Search engines can crawl the site for better SEO. Downsides of SSR - the site interactions are less. Slow page rendering. Full UI reloads. Frequent server requests. Benefits of CSR - The app feels more responsive and users do not see the flash between page navigations due to full-page refreshes. Fewer HTTP requests are made to the server, as the same assets do not have to be downloaded again for each page load. Clear separation of the concerns between the client and the server; you can easily build new clients for different platforms (e.g. mobile, chatbots, smartwatches) without having to modify the server code. You can also modify the technology stack on the client and server independently, as long as the API contract is not broken. Downsides of CSR - Heavier initial page load due to loading of the framework, app code, and assets required for multiple pages. There's an additional step to be done on your server which is to configure it to route all requests to a single entry point and allow client-side routing to take over from there. In most cases, requires an external library. All search engines execute JavaScript during crawling, and they may see empty content on your page. This inadvertently hurts the Search Engine Optimization (SEO) of your app. However, most of the time, when you are building apps, SEO is not the most important factor, as not all the content needs to be indexable by search engines. To overcome this, you can either server-side render your app or use services such as Prerender to "render your javascript in a browser, save the static HTML, and return that to the crawlers". When to use server-side rendering An application has a very simple UI with fewer pages/features An application has less dynamic data Read preference of the site is more than write The focus is not on rich sites and has few users When to use client-side rendering An application has a very complex UI with many pages/features An application has large and dynamic data Write preference of the site is more than reading The focus is on rich sites and a huge number of users The rendering method totally depends on the requirements and the UX plan of the client. The final call is yours whether to use SSR or CSR. I hope this article helped you to understand the basic concepts of rendering practice. Thank You for reading till the end! Top comments (8) Subscribe Personal Trusted User Create template Templates let you quickly answer FAQs or store snippets for re-use. Submit Preview Dismiss Collapse Expand neoan neoan neoan Follow Passionate generalist conquering the web one project at a time. Whether authoring libraries for node, JS, PHP, or Rust, I am always on the lookout for better solutions to common problems. Location USA Work Lead Developer & Co-founder at corpscrypt, CTO at REtech Joined Oct 1, 2019 • Nov 2 '21 Dropdown menu Copy link Hide So much to be said here in order to clear up potential misunderstandings for beginners: When deciding which technique to use, the amount of pages is not relevant. If at all, it's the other way around: the more routes your app has, the more likely SSR it the better choice. But let's look at the real why: how important is SEO? If you have an online shop or blog, the answer is probably "very important", as you depend on organic hits. If your app is about user-2-user communication (chats, private communities, etc) then the answer is probably "not so much, as the relevant content is individual. That said, most online shops even with thousands of products usually go for SSR. About history: there wasn't ever a "downfall" of SSR. SPAs simply created a new possibility and this possibly often makes more sense, and often it doesn't. Deciding when to use a fork and when to use a spoon doesn't say anything about whether or not a spoon is better than a fork. In the same way, there isn't any relationship between jQuery and SSR. This must be very confusing to read for the beginner. What OP likely meant was that we didn't have much else historically. But ask yourself why routers are always separate packages in JS frameworks. It's because it's perfectly fine to use Vue or React with SSR. Lastly, we should not forget about the impact technologies like PWA bring to this decision. Fetching and caching sites completely changes pros and cons and considerations to take. There is a huge need for SSR which can be seen when looking at technologies like next, nuxt and co. The truth is that devs tend to prefer CSR for various reasons and therefore are inclined to use it even if it's not the best choice for the task at hand. Like comment: Like comment: 17 likes Like Comment button Reply Collapse Expand Kavya Mekala Kavya Mekala Kavya Mekala Follow Joined Sep 17, 2022 • Sep 17 '22 Dropdown menu Copy link Hide can we use react for server side rendering? Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand Joes Joes Joes Follow Joined Aug 18, 2024 • Sep 13 '24 • Edited on Sep 13 • Edited Dropdown menu Copy link Hide Yes you can use React for server-side rendering .. React is typically used for client-side rendering, but it has built-in capabilities for ssr through libraries like next js or ReactDomServe Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand Safin Ghoghabori Safin Ghoghabori Safin Ghoghabori Follow Full-stack dev Location India Education MCA Joined Oct 8, 2019 • Sep 22 '22 Dropdown menu Copy link Hide Yes you can. React supports SSR! Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand Safin Ghoghabori Safin Ghoghabori Safin Ghoghabori Follow Full-stack dev Location India Education MCA Joined Oct 8, 2019 • Sep 22 '22 Dropdown menu Copy link Hide Amazing article. Thanks a lot.... @codewithtee Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand Shirene Kadkhodai Boyd Shirene Kadkhodai Boyd Shirene Kadkhodai Boyd Follow Education Thinkful Bootcamp Joined Feb 14, 2022 • Mar 31 '22 Dropdown menu Copy link Hide This was a very informative article and I feel like I better understand the differences! Thank you Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand programmingprobie programmingprobie programmingprobie Follow Scenario 7 Joined Dec 31, 2021 • Jul 24 '22 • Edited on Jul 24 • Edited Dropdown menu Copy link Hide For Server Side rendering have a look at HTMX (htmx.org) (gives you the feel of an SPA) Like comment: Like comment: 2 likes Like Comment button Reply Collapse Expand Ryan Neil Ryan Neil Ryan Neil Follow Location Hilo, HI Education University of California, Berkeley Work Fullstack Software Engineer Joined Nov 10, 2020 • Nov 2 '21 Dropdown menu Copy link Hide Great read! Thanks! 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 Tabassum Khanum Follow I write about web development, my coding journey, art, books, and sometimes lame shits๐ Follow to learn Together !๐ Location India Pronouns She/Her Joined Mar 18, 2021 More from Tabassum Khanum Thrashing - One Byte Explainer # devchallenge # cschallenge # computerscience # beginners WebRTC in Just One Byte # frontendchallenge # devchallenge # javascript # beginners Day 5: Apni Canteen-Food Delivery App Using React Native And Sanity # reactn # javascript # react # beginners ๐ 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 โ 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 โ the open source software that powers DEV and other inclusive communities. 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Dismiss alert {{ message }} muxinc / supasearch Public Notifications You must be signed in to change notification settings Fork 3 Star 8 supasearch-mux.vercel.app 8 stars 3 forks Branches Tags Activity Star Notifications You must be signed in to change notification settings Code Issues 0 Pull requests 0 Actions Projects 0 Security Uh oh! There was an error while loading. Please reload this page . Insights Additional navigation options Code Issues Pull requests Actions Projects Security Insights muxinc/supasearch ย main Branches Tags Go to file Code Open more actions menu Folders and files Name Name Last commit message Last commit date Latest commit ย History 66 Commits app app ย ย public public ย ย scripts scripts ย ย supabase supabase ย ย .gitignore .gitignore ย ย CLAUDE.md CLAUDE.md ย ย INNGEST_SETUP.md INNGEST_SETUP.md ย ย README.md README.md ย ย biome.json biome.json ย ย deno.json deno.json ย ย deno.lock deno.lock ย ย next.config.ts next.config.ts ย ย package-lock.json package-lock.json ย ย package.json package.json ย ย postcss.config.mjs postcss.config.mjs ย ย tsconfig.json tsconfig.json ย ย View all files Repository files navigation README Getting Started Make sure you've added all .env vars required before proceeding Requirements Docker desktop Deno curl -fsSL https://deno.land/install.sh | sh Install dependencies npm install and deno install Serving the application First, start the Supabase database. npx supabase start If this is your first time running this command, your container layers will download. This takes a second, so go grab some water - you're dehydrated. Next, open a new terminal tab and serve your Supabase functions locally: npx supabase functions serve Next, open a third tab and start the Inngest queue server: npx inngest-cli@latest dev Finally, run the Next.js development server: npm run dev Open http://localhost:3000 with your browser to see the result. Seeding the database npm run mux-backfill Create the video embeddings This will run the createEmbedding function for each asset in our database npm run videos-backfill-existing # All assets npm run videos-backfill-missing # Only assets with missing embeddings About supasearch-mux.vercel.app Resources Readme Uh oh! There was an error while loading. Please reload this page . Activity Custom properties Stars 8 stars Watchers 0 watching Forks 3 forks Report repository Releases No releases published Packages 0 No packages published Contributors 3 Uh oh! There was an error while loading. Please reload this page . 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https://docs.github.com/en/pages | GitHub Pages documentation - GitHub Docs Skip to main content GitHub Docs Version: Free, Pro, & Team Search or ask Copilot Search or ask Copilot Select language: current language is English Search or ask Copilot Search or ask Copilot Open menu Open Sidebar GitHub Pages Home GitHub Pages Quickstart Get started What is GitHub Pages? Create a GitHub Pages site GitHub Pages limits Use custom workflows Configure publishing source Delete a GitHub Pages site Unpublish Pages site Create custom 404 page Secure site with HTTPS Use submodules with Pages Troubleshoot 404 errors Set up site with Jekyll GitHub Pages & Jekyll Create site with Jekyll Test site locally with Jekyll Add content to Pages site Set Markdown processor Add theme to Pages site Jekyll build errors for Pages Troubleshoot Jekyll errors Configure a custom domain Custom domains in GitHub Pages Manage a custom domain Verify a custom domain Troubleshoot a custom domain GitHub Pages documentation Learn how to create a website directly from a repository on GitHub. Explore website building tools like Jekyll and troubleshoot issues with your GitHub Pages site. Quickstart Overview Start here Configuring a publishing source for your GitHub Pages site You can configure your GitHub Pages site to publish when changes are pushed to a specific branch, or you can write a GitHub Actions workflow to publish your site. Creating a GitHub Pages site You can create a GitHub Pages site in a new or existing repository. Managing a custom domain for your GitHub Pages site You can set up or update certain DNS records and your repository settings to point the default domain for your GitHub Pages site to a custom domain. Popular About custom domains and GitHub Pages GitHub Pages supports using custom domains, or changing the root of your site's URL from the default, like octocat.github.io, to any domain you own. About GitHub Pages and Jekyll Jekyll is a static site generator with built-in support for GitHub Pages. Troubleshooting custom domains and GitHub Pages You can check for common errors to resolve issues with custom domains or HTTPS for your GitHub Pages site. Securing your GitHub Pages site with HTTPS HTTPS adds a layer of encryption that prevents others from snooping on or tampering with traffic to your site. You can enforce HTTPS for your GitHub Pages site to transparently redirect all HTTP requests to HTTPS. Guides Creating a custom 404 page for your GitHub Pages site You can display a custom 404 error page when people try to access nonexistent pages on your site. @GitHub Adding a theme to your GitHub Pages site using Jekyll You can personalize your Jekyll site by adding and customizing a theme. @GitHub Troubleshooting Jekyll build errors for GitHub Pages sites You can use Jekyll build error messages to troubleshoot problems with your GitHub Pages site. @GitHub All GitHub Pages docs Getting started with GitHub Pages What is GitHub Pages? Creating a GitHub Pages site GitHub Pages limits Using custom workflows with GitHub Pages Configuring a publishing source for your GitHub Pages site Deleting a GitHub Pages site Unpublishing a GitHub Pages site Creating a custom 404 page for your GitHub Pages site Securing your GitHub Pages site with HTTPS Using submodules with GitHub Pages Troubleshooting 404 errors for GitHub Pages sites Setting up a GitHub Pages site with Jekyll About GitHub Pages and Jekyll Creating a GitHub Pages site with Jekyll Testing your GitHub Pages site locally with Jekyll Adding content to your GitHub Pages site using Jekyll Setting a Markdown processor for your GitHub Pages site using Jekyll Adding a theme to your GitHub Pages site using Jekyll About Jekyll build errors for GitHub Pages sites Troubleshooting Jekyll build errors for GitHub Pages sites Configuring a custom domain for your GitHub Pages site About custom domains and GitHub Pages Managing a custom domain for your GitHub Pages site Verifying your custom domain for GitHub Pages Troubleshooting custom domains and GitHub Pages Help and support Did you find what you needed? Yes No Privacy policy Help us make these docs great! All GitHub docs are open source. See something that's wrong or unclear? Submit a pull request. Make a contribution Learn how to contribute Still need help? Ask the GitHub community Contact support Legal ยฉ 2026 GitHub, Inc. Terms Privacy Status Pricing Expert services Blog | 2026-01-13T08:48:15 |
https://docs.github.com/en/apps | GitHub Apps documentation - GitHub Docs Skip to main content GitHub Docs Version: Free, Pro, & Team Search or ask Copilot Search or ask Copilot Select language: current language is English Search or ask Copilot Search or ask Copilot Open menu Open Sidebar Apps Home Apps Overview Using GitHub Apps About using apps Install from Marketplace for user Install from Marketplace for org Install from third party Install your own app Request for org Authorize Approve new permissions Review your authorizations Review installations Privileged apps Creating GitHub Apps About creating GitHub Apps About creating apps GitHub App versus other options Best practices Migrate from OAuth apps Registering a GitHub App Register a GitHub App Callback URL Setup URL Permissions Webhooks Visibility Rate limits Custom badge Authenticate with a GitHub App About authentication Authenticate as an app Authenticate as an installation Authenticate on behalf of users Manage private keys Generate a JWT Generate an installation access token Generate a user access token Refresh user access tokens Authenticate in Actions workflow Writing code for a GitHub App About writing GitHub App code Quickstart Respond to webhooks Build a "Login" button Build a CLI Build CI checks Sharing GitHub Apps Share your app Share with GHES App manifest App query parameters Maintaining GitHub Apps Modify app settings Activate optional features GitHub App managers Manage allowed IP addresses Suspend an installation Transfer ownership Delete your app GitHub Marketplace Overview About GitHub Marketplace for apps About marketplace badges Publisher verification Create Marketplace apps Listing requirements Security best practice Customer experience best practice View listing metrics View listing transactions Marketplace API usage REST API Webhook events Testing your app New purchases & free trials Handling plan changes Plan cancellations List an app on the Marketplace Draft an app listing Write listing descriptions Set listing pricing plans Webhooks for plan changes Submit your listing Delete your listing Sell apps on the Marketplace Pricing plans for apps Billing customers Receive payment OAuth apps Using OAuth apps Install app personal account Install app organization Authorizing OAuth apps Review OAuth apps Third-party applications Privileged apps Building OAuth apps GitHub Apps & OAuth apps Rate limits Creating an OAuth app Authenticate with an OAuth app Authorizing OAuth apps Scopes for OAuth apps Create custom badges Best practices Maintaining OAuth apps Modifying an OAuth app Activate optional features Transfer ownership Troubleshoot authorization Troubleshoot token request Deleting an OAuth app GitHub Apps documentation Go deeper with GitHub by integrating with our APIs and webhooks, customizing your GitHub workflow, and building and sharing apps with the community. Overview Quickstart Start here About using GitHub Apps Learn about what a GitHub App is and why you would use a GitHub App. About creating GitHub Apps GitHub Apps let you build integrations to automate processes and extend GitHub's functionality. Differences between GitHub Apps and OAuth apps In general, GitHub Apps are preferred to OAuth apps because they use fine-grained permissions, give more control over which repositories the app can access, and use short-lived tokens. About authentication with a GitHub App Your GitHub App can authenticate as itself, as an app installation, or on behalf of a user. Popular Registering a GitHub App You can register a GitHub App under your personal account or under any organization you own. Authorizing GitHub Apps You can authorize a GitHub App to retrieve information about your GitHub account and to make changes on your behalf. Building a GitHub App that responds to webhook events Learn how to build a GitHub App that makes an API request in response to a webhook event. Building a "Login with GitHub" button with a GitHub App Follow this tutorial to write Ruby code to generate a user access token via the web application flow for your GitHub App. Guides Building a GitHub App that responds to webhook events Learn how to build a GitHub App that makes an API request in response to a webhook event. @GitHub Building a "Login with GitHub" button with a GitHub App Follow this tutorial to write Ruby code to generate a user access token via the web application flow for your GitHub App. @GitHub Building a CLI with a GitHub App Follow this tutorial to write a CLI in Ruby that generates a user access token for a GitHub App via the device flow. @GitHub Making authenticated API requests with a GitHub App in a GitHub Actions workflow You can use an installation access token from a GitHub App to make authenticated API requests in a GitHub Actions workflow. You can also pass the token to a custom action to enable the action to make authenticated API requests. @GitHub All Apps docs Using GitHub Apps About using GitHub Apps Installing a GitHub App from GitHub Marketplace for your personal account Installing a GitHub App from GitHub Marketplace for your organizations Installing a GitHub App from a third party Installing your own GitHub App Requesting a GitHub App from your organization owner Authorizing GitHub Apps Approving updated permissions for a GitHub App Reviewing and revoking authorization of GitHub Apps Reviewing and modifying installed GitHub Apps Privileged GitHub Apps Creating GitHub Apps About creating GitHub Apps ย โข 4 articles Registering a GitHub App ย โข 8 articles Authenticating with a GitHub App ย โข 10 articles Writing code for a GitHub App ย โข 6 articles Sharing GitHub Apps Sharing your GitHub App Making your GitHub App available for GitHub Enterprise Server Registering a GitHub App from a manifest Registering a GitHub App using URL parameters Maintaining GitHub Apps Modifying a GitHub App registration Activating optional features for GitHub Apps About GitHub App managers Managing allowed IP addresses for a GitHub App Suspending a GitHub App installation Transferring ownership of a GitHub App Deleting a GitHub App GitHub Marketplace GitHub Marketplace Overview ย โข 3 articles Creating apps for GitHub Marketplace ย โข 5 articles Using the GitHub Marketplace API in your app ย โข 6 articles Listing an app on GitHub Marketplace ย โข 6 articles Selling your app on GitHub Marketplace ย โข 3 articles OAuth apps Using OAuth apps ย โข 6 articles Building OAuth apps ย โข 8 articles Maintaining OAuth apps ย โข 6 articles Help and support Did you find what you needed? 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https://github.com/muxinc/Mux-Fal | GitHub - muxinc/Mux-Fal: Mux + Fal AI for video generation and playback Skip to content Navigation Menu Toggle navigation Sign in Appearance settings Platform AI CODE CREATION GitHub Copilot Write better code with AI GitHub Spark Build and deploy intelligent apps GitHub Models Manage and compare prompts MCP Registry New Integrate external tools DEVELOPER WORKFLOWS Actions Automate any workflow Codespaces Instant dev environments Issues Plan and track work Code Review Manage code changes APPLICATION SECURITY GitHub Advanced Security Find and fix vulnerabilities Code security Secure your code as you build Secret protection Stop leaks before they start EXPLORE Why GitHub Documentation Blog Changelog Marketplace View all features Solutions BY COMPANY SIZE Enterprises Small and medium teams Startups Nonprofits BY USE CASE App Modernization DevSecOps DevOps CI/CD View all use cases BY INDUSTRY Healthcare Financial services Manufacturing Government View all industries View all solutions Resources EXPLORE BY TOPIC AI Software Development DevOps Security View all topics EXPLORE BY TYPE Customer stories Events & webinars Ebooks & reports Business insights GitHub Skills SUPPORT & SERVICES Documentation Customer support Community forum Trust center Partners Open Source COMMUNITY GitHub Sponsors Fund open source developers PROGRAMS Security Lab Maintainer Community Accelerator Archive Program REPOSITORIES Topics Trending Collections Enterprise ENTERPRISE SOLUTIONS Enterprise platform AI-powered developer platform AVAILABLE ADD-ONS GitHub Advanced Security Enterprise-grade security features Copilot for Business Enterprise-grade AI features Premium Support Enterprise-grade 24/7 support Pricing Search or jump to... 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Dismiss alert {{ message }} muxinc / Mux-Fal Public Notifications You must be signed in to change notification settings Fork 3 Star 3 Mux + Fal AI for video generation and playback mux-fal.vercel.app 3 stars 3 forks Branches Tags Activity Star Notifications You must be signed in to change notification settings Code Issues 0 Pull requests 0 Actions Projects 0 Security Uh oh! There was an error while loading. Please reload this page . Insights Additional navigation options Code Issues Pull requests Actions Projects Security Insights muxinc/Mux-Fal ย main Branches Tags Go to file Code Open more actions menu Folders and files Name Name Last commit message Last commit date Latest commit ย History 37 Commits public public ย ย src src ย ย .env.example .env.example ย ย .gitignore .gitignore ย ย README.md README.md ย ย components.json components.json ย ย eslint.config.mjs eslint.config.mjs ย ย next.config.ts next.config.ts ย ย package.json package.json ย ย pnpm-lock.yaml pnpm-lock.yaml ย ย postcss.config.mjs postcss.config.mjs ย ย tsconfig.json tsconfig.json ย ย View all files Repository files navigation README Mux + fal.ai Video Generator This project uses fal.ai to generate videos from prompts and Mux to host and play them back in a Next.js front-end. Prerequisites Node.js 18+ pnpm (or whatever JS package manager you'd like) Mux account with API access (token ID/secret and a webhook signing secret) fal.ai API key Optional: ngrok for exposing the local development server to receive webhooks Environment Variables Create a .env.local (or equivalent) file with the following variables: FAL_KEY=your_fal_api_key MUX_TOKEN_ID=your_mux_token_id MUX_TOKEN_SECRET=your_mux_token_secret MUX_WEBHOOK_SECRET=your_mux_webhook_secret MUX_PLAYBACK_ID=background_asset_playback_id DEMO_MODE=true DEMO_MUX_ASSET_ID=pre_generated_mux_asset_id MUX_PLAYBACK_ID is only used for the looping background video on the landing page. DEMO_MODE is optional. When set to true (configurable in .env.local ), the app skips live generation and returns the Mux asset referenced by DEMO_MUX_ASSET_ID unless a Fal.ai API key is supplied with the request. Demo mode When demo mode is active, the /api/generate-video route responds immediately with the configured Mux asset and adds a notice to the UI. Visitors can bypass demo mode by providing their own Fal.ai API key in the UI field (โFal.ai API key (optional)โ), which is used only for that request. Ensure the asset referenced by DEMO_MUX_ASSET_ID has a public playback policy. The API will create one automatically if needed. Running Locally Install dependencies: pnpm install Start the dev server: pnpm run dev Open http://localhost:3000 Webhook Setup with ngrok Mux webhooks notify the app when a generated asset is ready to stream. For local development: Start ngrok: ngrok http 3000 In the Mux dashboard, create a webhook pointing to https://YOUR_NGROK_DOMAIN/api/mux-webhook Copy the webhook signing secret into MUX_WEBHOOK_SECRET Test the app Try out the web app here OR Clone this repo and paste your fal.ai API key in the input box and press Generate to bypass Demo Mode for a live generation. NOTE For live generations, ensure your webhook is reachable (e.g., run ngrok http 3000 ) so the app can receive video.asset.ready from Mux. fal.ai usage may incur costs. Once configured, the POST /api/generate-video route will wait for the video.asset.ready webhook before returning the muxPlaybackId , ensuring the asset can play immediately in the UI. Watch a demo video About Mux + Fal AI for video generation and playback mux-fal.vercel.app Resources Readme Uh oh! There was an error while loading. Please reload this page . Activity Custom properties Stars 3 stars Watchers 0 watching Forks 3 forks Report repository Releases No releases published Packages 0 No packages published Contributors 2 Uh oh! There was an error while loading. Please reload this page . Languages TypeScript 83.7% CSS 14.3% JavaScript 2.0% Footer © 2026 GitHub, Inc. Footer navigation Terms Privacy Security Status Community Docs Contact Manage cookies Do not share my personal information You canโt perform that action at this time. | 2026-01-13T08:48:15 |
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https://docs.github.com/en/code-security/securing-your-organization | Securing your organization - GitHub Docs Skip to main content GitHub Docs Version: Free, Pro, & Team Search or ask Copilot Search or ask Copilot Select language: current language is English Search or ask Copilot Search or ask Copilot Open menu Open Sidebar Security and code quality / Secure your organization Home Security and code quality Getting started GitHub security features Dependabot quickstart Secure repository quickstart Add a security policy GitHub secret types GitHub Code Quality Get started Quickstart Reference Metrics and ratings CodeQL analysis CodeQL queries C# queries Go queries Java queries JavaScript queries Python queries Ruby queries Tutorials Fix findings in PRs Improve your codebase Improve recent merges Responsible use Code quality Secure your organization Introduction Choose security configuration Manage organization security Interpret security data Exposure to leaked secrets Export risk report 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https://github.com/apiaryio/dredd?ref=apisyouwonthate.com | GitHub - apiaryio/dredd at apisyouwonthate.com Skip to content Navigation Menu Toggle navigation Sign in Appearance settings Platform AI CODE CREATION GitHub Copilot Write better code with AI GitHub Spark Build and deploy intelligent apps GitHub Models Manage and compare prompts MCP Registry New Integrate external tools DEVELOPER WORKFLOWS Actions Automate any workflow Codespaces Instant dev environments Issues Plan and track work Code Review Manage code changes APPLICATION SECURITY GitHub Advanced Security Find and fix vulnerabilities Code security Secure your code as you build Secret protection Stop leaks before they start EXPLORE Why GitHub Documentation Blog Changelog Marketplace View all features Solutions BY COMPANY SIZE Enterprises Small and medium teams Startups Nonprofits BY USE CASE App Modernization DevSecOps DevOps CI/CD View all use cases BY INDUSTRY Healthcare Financial services Manufacturing Government View all industries View all solutions Resources EXPLORE BY TOPIC AI Software Development DevOps Security View all topics EXPLORE BY TYPE Customer stories Events & webinars Ebooks & reports Business insights GitHub Skills SUPPORT & SERVICES Documentation Customer support Community forum Trust center Partners Open Source COMMUNITY GitHub Sponsors Fund open source developers PROGRAMS Security Lab Maintainer Community Accelerator Archive Program REPOSITORIES Topics Trending Collections Enterprise ENTERPRISE SOLUTIONS Enterprise platform AI-powered developer platform AVAILABLE ADD-ONS GitHub Advanced Security Enterprise-grade security features Copilot for Business Enterprise-grade AI features Premium Support Enterprise-grade 24/7 support Pricing Search or jump to... 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It is now read-only. apiaryio / dredd Public archive Notifications You must be signed in to change notification settings Fork 278 Star 4.2k Language-agnostic HTTP API Testing Tool dredd.org License MIT license 4.2k stars 278 forks Branches Tags Activity Star Notifications You must be signed in to change notification settings Code Issues 211 Pull requests 49 Actions Security Uh oh! There was an error while loading. Please reload this page . Insights Additional navigation options Code Issues Pull requests Actions Security Insights apiaryio/dredd ย master Branches Tags Go to file Code Open more actions menu Folders and files Name Name Last commit message Last commit date Latest commit ย History 3,310 Commits .circleci .circleci ย ย .github .github ย ย .vscode .vscode ย ย docs docs ย ย packages packages ย ย scripts scripts ย ย .gitignore .gitignore ย ย .npmrc .npmrc ย ย .prettierrc .prettierrc ย ย CONTRIBUTING.md CONTRIBUTING.md ย ย LICENSE LICENSE ย ย README.md README.md ย ย RELEASE.md RELEASE.md ย ย appveyor.yml appveyor.yml ย ย commitlint.config.js commitlint.config.js ย ย lerna.json lerna.json ย ย package.json package.json ย ย yarn.lock yarn.lock ย ย View all files Repository files navigation README Contributing MIT license Dredd โ HTTP API Testing Framework Dredd is a language-agnostic command-line tool for validating API description document against backend implementation of the API. Documentation Changelog Contributor's Guidelines Dredd reads your API description and step by step validates whether your API implementation replies with responses as they are described in the documentation. Supported API Description Formats API Blueprint OpenAPI 2 (formerly known as Swagger) OpenAPI 3 ( experimental , contributions welcome!) Supported Hooks Languages Dredd supports writing hooks โ a glue code for each test setup and teardown. Following languages are supported: Go Node.js (JavaScript) Perl PHP Python Ruby Rust Didn't find your favorite language? Add a new one! Supported Systems Linux, macOS, Windows, ... Travis CI , CircleCI , Jenkins , AppVeyor , ... Installation $ npm install -g dredd Quick Start Create an API Blueprint file called api-description.apib . Follow tutorial at API Blueprint website or just take one of the ready-made examples . Run interactive configuration: $ dredd init Run Dredd: $ dredd To see how to use all Dredd's features, browse the full documentation . Howtos, Tutorials, Blogposts (3rd party) Maintenir ร jour sa documentation d'API avec Dredd! 05/06/2019 Dredd - Language-agnostic HTTP API Testing Tool - Interview with Honza Javorek 03/22/2019 Laravel OpenAPI 3 Documentation Verification Using Dredd 02/24/2019 Testing your API with Dredd 09/27/2018 Writing Testable API Documentation Using APIB and Dredd (Rails) 06/29/2018 Design-first API Specification Workflow Matures 03/01/2018 Writing and testing API specifications with API Blueprint, Dredd and Apiary 12/04/2017 Testing an API Against its Documentation 11/23/2017 Keeping Documentation Honest 11/21/2017 Apiary designed APIs tested using Dredd 09/20/2017 Dredd + Swagger for REST API testing 01/24/2017 Testing Your API Documentation With Dredd 08/08/2016 DREDD API Tester works with API Blueprints 07/05/2016 Documentation driven API Development using Laravel, Dredd and Apiary 06/21/2016 Dredd v1.1.0: A Bit Different 06/20/2016 Dredd: Do Your HTTP API Justice 01/28/2015 About Language-agnostic HTTP API Testing Tool dredd.org Topics testing api http unit-testing validation integration-testing swagger test-runner openapi tests test-framework api-blueprint cli-app dredd openapi-validation testing-framework openapi3 sjs-team openapi2 Resources Readme License MIT license Contributing Contributing Uh oh! There was an error while loading. Please reload this page . Activity Custom properties Stars 4.2k stars Watchers 69 watching Forks 278 forks Report repository Releases 204 dredd@14.1.0 Latest Nov 16, 2021 + 203 releases Packages 0 No packages published Used by 1.2k + 1,189 Contributors 83 Uh oh! There was an error while loading. Please reload this page . + 69 contributors Languages JavaScript 96.7% API Blueprint 1.4% TypeScript 1.1% Other 0.8% Footer © 2026 GitHub, Inc. Footer navigation Terms Privacy Security Status Community Docs Contact Manage cookies Do not share my personal information You canโt perform that action at this time. | 2026-01-13T08:48:15 |
https://dev.to/adiatiayu/methods-vs-computed-in-vue-21mj#main-content | Methods vs Computed in Vue - DEV Community Forem Feed Follow new Subforems to improve your feed DEV Community Follow A space to discuss and keep up software development and manage your software career Future Follow News and discussion of science and technology such as AI, VR, cryptocurrency, quantum computing, and more. Open Forem Follow A general discussion space for the Forem community. If it doesn't have a home elsewhere, it belongs here Gamers Forem Follow An inclusive community for gaming enthusiasts Music Forem Follow From composing and gigging to gear, hot music takes, and everything in between. Vibe Coding Forem Follow Discussing AI software development, and showing off what we're building. Popcorn Movies and TV Follow Movie and TV enthusiasm, criticism and everything in-between. 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A space to share projects, ask questions, and discuss server-driven templating Dropdown menu Dropdown menu Skip to content Navigation menu Search Powered by Algolia Search Log in Create account DEV Community Close Add reaction Like Unicorn Exploding Head Raised Hands Fire Jump to Comments Save Boost More... Copy link Copy link Copied to Clipboard Share to X Share to LinkedIn Share to Facebook Share to Mastodon Share Post via... Report Abuse Ayu Adiati Posted on Jun 25, 2021 Methods vs Computed in Vue # help # discuss # vue # codenewbie Hello ๐๐ผ, Lately I've been learning Vue. So today I learned about computed property. In my understanding (please correct me if I'm wrong), computed is the same as methods property, only it will be re-executed if data that are used within the property are changed. While methods property will be re-executed for any data changes within the page. In which condition is the best practice to use methods or computed ? Thank you in advance for any help ๐ Top comments (8) Subscribe Personal Trusted User Create template Templates let you quickly answer FAQs or store snippets for re-use. Submit Preview Dismiss Collapse Expand Drew Clements Drew Clements Drew Clements Follow Just a developer with more ideas and aspirations than time to explore them all! Location On the line Work Fullstack Engineer at Zillow Joined May 8, 2019 • Jun 25 '21 Dropdown menu Copy link Hide Another way to look at computed is that they can be used as dynamic data for every render. Methods are functions that can be called as normal JS functions, but computed properties will be โre-calculatedโ anytime some data changes in the component. Like comment: Like comment: 6 likes Like Comment button Reply Collapse Expand Ayu Adiati Ayu Adiati Ayu Adiati Follow ๐ฉโ๐ป Software Engineer | โ๐ผ Tech Blogger | โถ Open Source Maintainer & Contributor | ๐ฅ Community Management Location The Netherlands Joined Mar 16, 2019 • Jun 25 '21 Dropdown menu Copy link Hide Thanks, Drew! So computed is more like a method to update data to be dynamic? When would we want to use methods or computed? Like comment: Like comment: 3 likes Like Comment button Reply Collapse Expand Drew Clements Drew Clements Drew Clements Follow Just a developer with more ideas and aspirations than time to explore them all! Location On the line Work Fullstack Engineer at Zillow Joined May 8, 2019 • Jun 25 '21 Dropdown menu Copy link Hide Exactly! Another important thing to note is that computed properties are available the same as properties in your data store So data () { return { number : 1 } } Enter fullscreen mode Exit fullscreen mode is the same as computed : { number () { return 1 } } Enter fullscreen mode Exit fullscreen mode Both would be available with using this.number or {{ number }} But, if you ever needed number to update based on something else in the component, then the computed would do it auto-magically. Like comment: Like comment: 2 likes Like Thread Thread Ayu Adiati Ayu Adiati Ayu Adiati Follow ๐ฉโ๐ป Software Engineer | โ๐ผ Tech Blogger | โถ Open Source Maintainer & Contributor | ๐ฅ Community Management Location The Netherlands Joined Mar 16, 2019 • Jun 25 '21 Dropdown menu Copy link Hide Thank you, Drew!!! ๐ Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand Sulivan Braga Sulivan Braga Sulivan Braga Follow Location Sรฃo Paulo, Brasil Joined Jun 26, 2021 • Jun 26 '21 Dropdown menu Copy link Hide Itโs already answered but to mention, you cannot send params on computed. Like comment: Like comment: 3 likes Like Comment button Reply Collapse Expand Ayu Adiati Ayu Adiati Ayu Adiati Follow ๐ฉโ๐ป Software Engineer | โ๐ผ Tech Blogger | โถ Open Source Maintainer & Contributor | ๐ฅ Community Management Location The Netherlands Joined Mar 16, 2019 • Jun 26 '21 Dropdown menu Copy link Hide Good to know this! Thank you, Sulivan ๐ Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand Aashutosh Anand Tiwari Aashutosh Anand Tiwari Aashutosh Anand Tiwari Follow Reacting on react Location Broswers Education Graduated Work Learner at WFH Joined Aug 6, 2020 • Apr 19 '22 Dropdown menu Copy link Hide I think we can Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand Tim Poisson Tim Poisson Tim Poisson Follow Joined Nov 8, 2019 • Jul 5 '21 Dropdown menu Copy link Hide Also should mention that Computed Properties are automatically cached while Methods are not. If you are running an 'expensive' operation, it is best to cache this data as a Computed Property or else the function will re-run everytime the page refreshes which creates unnecessary overhead. For larger applications Computed Properties are typically used in conjunction with Vuex to help access global application data as well. 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Hide child comments as well Confirm For further actions, you may consider blocking this person and/or reporting abuse Ayu Adiati Follow ๐ฉโ๐ป Software Engineer | โ๐ผ Tech Blogger | โถ Open Source Maintainer & Contributor | ๐ฅ Community Management Location The Netherlands Joined Mar 16, 2019 More from Ayu Adiati Beyond Hacktoberfest: Building a True Open Source Journey # opensource # hacktoberfest # codenewbie # beginners My First Video Tutorials Contribution for Hacktoberfest # hacktoberfest # opensource # nocode # codenewbie Giving non-code contributions the recognition they deserve # hacktoberfest # opensource # nocode # codenewbie ๐ 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 โ 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 โ the open source software that powers DEV and other inclusive communities. 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https://github.com/microsoft/terminal/issues?q=is%3Aopen+is%3Aissue+label%3AArea-ShellExtension | GitHub ยท Where software is built Skip to content Navigation Menu Toggle navigation Sign in Appearance settings Platform AI CODE CREATION GitHub Copilot Write better code with AI GitHub Spark Build and deploy intelligent apps GitHub Models Manage and compare prompts MCP Registry New Integrate external tools DEVELOPER WORKFLOWS Actions Automate any workflow Codespaces Instant dev environments Issues Plan and track work Code Review Manage code changes APPLICATION SECURITY GitHub Advanced Security Find and fix vulnerabilities Code security Secure your code as you build Secret protection Stop leaks before they start EXPLORE Why GitHub Documentation Blog Changelog Marketplace View all features Solutions BY COMPANY SIZE Enterprises Small and medium teams Startups Nonprofits BY USE CASE App Modernization DevSecOps DevOps CI/CD View all use cases BY INDUSTRY Healthcare Financial services Manufacturing Government View all industries View all solutions Resources EXPLORE BY TOPIC AI Software Development DevOps Security View all topics EXPLORE BY TYPE Customer stories Events & webinars Ebooks & reports Business insights GitHub Skills SUPPORT & SERVICES Documentation Customer support Community forum Trust center Partners Open Source COMMUNITY GitHub Sponsors Fund open source developers PROGRAMS Security Lab Maintainer Community Accelerator Archive Program REPOSITORIES Topics Trending Collections Enterprise ENTERPRISE SOLUTIONS Enterprise platform AI-powered developer platform AVAILABLE ADD-ONS GitHub Advanced Security Enterprise-grade security features Copilot for Business Enterprise-grade AI features Premium Support Enterprise-grade 24/7 support Pricing is:open is:issue label:Area-ShellExtension Search code, repositories, users, issues, pull requests... --> Search Clear Search syntax tips Provide feedback --> We read every piece of feedback, and take your input very seriously. Include my email address so I can be contacted Cancel Submit feedback Saved searches Use saved searches to filter your results more quickly --> Name Query To see all available qualifiers, see our documentation . Cancel Create saved search Sign in Sign up Appearance settings Resetting focus You signed in with another tab or window. Reload to refresh your session. You signed out in another tab or window. Reload to refresh your session. You switched accounts on another tab or window. Reload to refresh your session. Dismiss alert {{ message }} microsoft / terminal Public Notifications You must be signed in to change notification settings Fork 9k Star 101k Code Issues 1.7k Pull requests 48 Discussions Actions Projects 9 Models Wiki Security Uh oh! There was an error while loading. Please reload this page . Insights Additional navigation options Code Issues Pull requests Discussions Actions Projects Models Wiki Security Insights Black text background when using PowerShell 5 # 18624 ยท Medard22 opened on Feb 24, 2025 8 Cannot type in new pane or tab until focus is manually activated with mouse click # 13388 ยท praimmugen opened on Jun 27, 2022 189 Dimmed UAC-prompt in Windows freezes it when logged in Windows terminal with user other than the one logged in # 18428 ยท mabo003 opened on Jan 15, 2025 9 Issues Search Issues is : open is : issue label : Area-ShellExtension is:open is:issue label:Area-ShellExtension Search Labels Milestones New issue Search results Open Closed This operation returned because the timeout period expired. Area-ShellExtension For issues related to the explorer right-click context menu For issues related to the explorer right-click context menu Issue-Bug It either shouldn't be doing this or needs an investigation. It either shouldn't be doing this or needs an investigation. Needs-Repro We can't figure out how to make this happen. Please help find a simplified repro. We can't figure out how to make this happen. Please help find a simplified repro. Product-Terminal The new Windows Terminal. The new Windows Terminal. Status: Open. Bug # 19147 ย In microsoft/terminal; ยท AldebaraanMKII opened on Jul 18, 2025 ยท ย Backlog Profile icons not displayed on Task bar Area-ShellExtension For issues related to the explorer right-click context menu For issues related to the explorer right-click context menu Issue-Bug It either shouldn't be doing this or needs an investigation. It either shouldn't be doing this or needs an investigation. Priority-3 A description (P3) A description (P3) Product-Terminal The new Windows Terminal. The new Windows Terminal. Status: Open. # 16233 ย In microsoft/terminal; ยท pschaeflein opened on Oct 26, 2023 ยท ย Backlog "Open in Terminal" menu option should open in PowerShell or Ubuntu depending on folder location Area-ShellExtension For issues related to the explorer right-click context menu For issues related to the explorer right-click context menu Help Wanted We encourage anyone to jump in on these. We encourage anyone to jump in on these. Issue-Feature Complex enough to require an in depth planning process and actual budgeted, scheduled work. Complex enough to require an in depth planning process and actual budgeted, scheduled work. Product-Terminal The new Windows Terminal. The new Windows Terminal. Status: Open. # 14753 ย In microsoft/terminal; ยท satvikpendem opened on Jan 28, 2023 ยท ย Backlog Windows Terminal doesn't start from folder right-click menu Area-ShellExtension For issues related to the explorer right-click context menu For issues related to the explorer right-click context menu Issue-Bug It either shouldn't be doing this or needs an investigation. It either shouldn't be doing this or needs an investigation. Product-Terminal The new Windows Terminal. The new Windows Terminal. Status: Open. # 14369 ย In microsoft/terminal; ยท gyorokpeter opened on Nov 10, 2022 ยท ย Backlog Continued issues with the shell extension Area-ShellExtension For issues related to the explorer right-click context menu For issues related to the explorer right-click context menu Help Wanted We encourage anyone to jump in on these. We encourage anyone to jump in on these. Issue-Bug It either shouldn't be doing this or needs an investigation. It either shouldn't be doing this or needs an investigation. Product-Terminal The new Windows Terminal. The new Windows Terminal. Status: Open. # 14185 ย In microsoft/terminal; ยท DHowett opened on Oct 11, 2022 ยท ย Backlog Open terminal on the active screen from windows explorer Area-Commandline wt.exe's commandline arguments wt.exe's commandline arguments Area-ShellExtension For issues related to the explorer right-click context menu For issues related to the explorer right-click context menu Help Wanted We encourage anyone to jump in on these. We encourage anyone to jump in on these. Issue-Task It's a feature request, but it doesn't really need a major design. It's a feature request, but it doesn't really need a major design. Product-Terminal The new Windows Terminal. The new Windows Terminal. Status: Open. # 13307 ย In microsoft/terminal; ยท eMaurits opened on Jun 15, 2022 ยท ย Backlog [Feature Request] Ability to rename the context menu entry Area-ShellExtension For issues related to the explorer right-click context menu For issues related to the explorer right-click context menu Issue-Task It's a feature request, but it doesn't really need a major design. It's a feature request, but it doesn't really need a major design. Product-Terminal The new Windows Terminal. The new Windows Terminal. Status: Open. # 11514 ย In microsoft/terminal; ยท nc-x opened on Oct 15, 2021 ยท ย Backlog [19H1/19H2] Directory\Background doesn't work in non-en-US? Area-ShellExtension For issues related to the explorer right-click context menu For issues related to the explorer right-click context menu Issue-Bug It either shouldn't be doing this or needs an investigation. It either shouldn't be doing this or needs an investigation. Needs-Attention The core contributors need to come back around and look at this ASAP. The core contributors need to come back around and look at this ASAP. Priority-3 A description (P3) A description (P3) Product-Terminal The new Windows Terminal. The new Windows Terminal. Status: Open. # 10694 ย In microsoft/terminal; ยท ifwlzs opened on Jul 17, 2021 ยท ย Backlog "Open Windows Terminal here"/"Open in Windows Terminal" not showing up with Shift+Right-click on folder background Area-ShellExtension For issues related to the explorer right-click context menu For issues related to the explorer right-click context menu Issue-Bug It either shouldn't be doing this or needs an investigation. It either shouldn't be doing this or needs an investigation. Priority-3 A description (P3) A description (P3) Product-Terminal The new Windows Terminal. The new Windows Terminal. Status: Open. # 10496 ย In microsoft/terminal; ยท Andrew-J-Larson opened on Jun 22, 2021 ยท ย Backlog Explorer background context menu option missing Area-ShellExtension For issues related to the explorer right-click context menu For issues related to the explorer right-click context menu Help Wanted We encourage anyone to jump in on these. We encourage anyone to jump in on these. Issue-Bug It either shouldn't be doing this or needs an investigation. It either shouldn't be doing this or needs an investigation. Needs-Repro We can't figure out how to make this happen. Please help find a simplified repro. We can't figure out how to make this happen. Please help find a simplified repro. Product-Terminal The new Windows Terminal. The new Windows Terminal. Status: Open. # 10119 ย In microsoft/terminal; ยท JonathanLydall opened on May 18, 2021 ยท ย Backlog Provide option to add "Open in Windows Terminal (Admin)" to Explorer context menu Area-Settings Issues related to settings and customizability, for console or terminal Issues related to settings and customizability, for console or terminal Area-ShellExtension For issues related to the explorer right-click context menu For issues related to the explorer right-click context menu Issue-Task It's a feature request, but it doesn't really need a major design. It's a feature request, but it doesn't really need a major design. Product-Terminal The new Windows Terminal. The new Windows Terminal. Status: Open. # 9903 ย In microsoft/terminal; ยท TheAndyMac opened on Apr 20, 2021 ยท ย Terminal v1.23 "Open in Windows Terminal" of WT Preview disappears if WT is not installed Area-ShellExtension For issues related to the explorer right-click context menu For issues related to the explorer right-click context menu Issue-Bug It either shouldn't be doing this or needs an investigation. It either shouldn't be doing this or needs an investigation. Priority-3 A description (P3) A description (P3) Product-Terminal The new Windows Terminal. The new Windows Terminal. Status: Open. # 9857 ย In microsoft/terminal; ยท Henry-ZHR opened on Apr 16, 2021 ยท ย Backlog Footer © 2026 GitHub, Inc. Footer navigation Terms Privacy Security Status Community Docs Contact Manage cookies Do not share my personal information You canโt perform that action at this time. | 2026-01-13T08:48:15 |
https://github.com/abhishek-mule/vtracer | GitHub - abhishek-mule/vtracer: Low-overhead JVM agent for virtual thread pinning detection in Spring Boot apps Skip to content Navigation Menu Toggle navigation Sign in Appearance settings Platform AI CODE CREATION GitHub Copilot Write better code with AI GitHub Spark Build and deploy intelligent apps GitHub Models Manage and compare prompts MCP Registry New Integrate external tools DEVELOPER WORKFLOWS Actions Automate any workflow Codespaces Instant dev environments Issues Plan and track work Code Review Manage code changes APPLICATION SECURITY GitHub Advanced Security Find and fix vulnerabilities Code security Secure your code as you build Secret protection Stop leaks before they start EXPLORE Why GitHub Documentation Blog Changelog Marketplace View all features Solutions BY COMPANY SIZE Enterprises Small and medium teams Startups Nonprofits BY USE CASE App Modernization DevSecOps DevOps CI/CD View all use cases BY INDUSTRY Healthcare Financial services Manufacturing Government View all industries View all solutions Resources EXPLORE BY TOPIC AI Software Development DevOps Security View all topics EXPLORE BY TYPE Customer stories Events & webinars Ebooks & reports Business insights GitHub Skills SUPPORT & SERVICES Documentation Customer support Community forum Trust center Partners Open Source COMMUNITY GitHub Sponsors Fund open source developers PROGRAMS Security Lab Maintainer Community Accelerator Archive Program REPOSITORIES Topics Trending Collections Enterprise ENTERPRISE SOLUTIONS Enterprise platform AI-powered developer platform AVAILABLE ADD-ONS GitHub Advanced Security Enterprise-grade security features Copilot for Business Enterprise-grade AI features Premium Support Enterprise-grade 24/7 support Pricing Search or jump to... Search code, repositories, users, issues, pull requests... --> Search Clear Search syntax tips Provide feedback --> We read every piece of feedback, and take your input very seriously. Include my email address so I can be contacted Cancel Submit feedback Saved searches Use saved searches to filter your results more quickly --> Name Query To see all available qualifiers, see our documentation . Cancel Create saved search Sign in Sign up Appearance settings Resetting focus You signed in with another tab or window. Reload to refresh your session. You signed out in another tab or window. Reload to refresh your session. You switched accounts on another tab or window. Reload to refresh your session. Dismiss alert {{ message }} abhishek-mule / vtracer Public Notifications You must be signed in to change notification settings Fork 0 Star 1 Low-overhead JVM agent for virtual thread pinning detection in Spring Boot apps License MIT license 1 star 0 forks Branches Tags Activity Star Notifications You must be signed in to change notification settings Code Issues 0 Pull requests 8 Actions Projects 0 Security Uh oh! There was an error while loading. Please reload this page . Insights Additional navigation options Code Issues Pull requests Actions Projects Security Insights abhishek-mule/vtracer ย main Branches Tags Go to file Code Open more actions menu Folders and files Name Name Last commit message Last commit date Latest commit ย History 35 Commits .github .github ย ย .idea .idea ย ย META-INF META-INF ย ย scripts scripts ย ย src/ main/ java src/ main/ java ย ย .gitignore .gitignore ย ย ARCHITECTURE.md ARCHITECTURE.md ย ย CONTRIBUTING.md CONTRIBUTING.md ย ย LICENSE LICENSE ย ย README.md README.md ย ย TestApp.class TestApp.class ย ย google_checks.xml google_checks.xml ย ย pom.xml pom.xml ย ย vtracer-config.yml vtracer-config.yml ย ย vtracer-flamegraph.html vtracer-flamegraph.html ย ย vtracer-report-2025-12-19T17-41-03.213025200Z.json vtracer-report-2025-12-19T17-41-03.213025200Z.json ย ย vtracer-report-2025-12-19T18-04-50.764278300Z.json vtracer-report-2025-12-19T18-04-50.764278300Z.json ย ย View all files Repository files navigation README Contributing MIT license vtracer Low-overhead JVM agent for runtime method tracing and virtual thread pinning detection (Java 21+) Zero code change. Attach to any running Java application. Get structured insights into method execution times and virtual thread pinning. This is a developer tool for backend engineers, SREs, and platform teams who need to understand request performance at the JVM level. ๐ฏ Current Status (v0.1.0 Released โ December 2025) โ
Day 1: Premain agent foundation โ
Day 2: ByteBuddy instrumentation โ method timing โ
Day 3: Dynamic attach + Tomcat internals tracing โ
Day 4: Virtual thread pinning detection via JFR โ
Day 5: 10% sampling + circuit breaker โ
Day 6: Structured JSON report on shutdown โ
Day 7: Final release with configuration support Live demo: Attach to running Spring Boot app โ see pinning warnings and method timings in JSON report. ๐ Features Static & dynamic attach support Configurable sampling (YAML file) Selective instrumentation (include/exclude packages) Virtual thread pinning detection via JFR Method execution timing Circuit breaker (high latency pe tracing disable) Structured JSON report on JVM shutdown Low overhead (< 2% in load tests) ๐ ๏ธ Quick Start (5 Minutes) 1. Build the agent mvn clean package 2. Run test Spring Boot app cd spring-test-app/springtest/springtest mvnw spring-boot:run 3. Find PID jps -l Note the PID of SpringtestApplication 4. Attach agent cd ../../../vtracer java -cp target/vtracer-1.0.jar com.example.vtracer.AttachTool < PID > 5. Hit endpoints http://localhost:8080/fast http://localhost:8080/slow (with synchronized block for pinning) Watch console for sampled timings and pinning warnings. Graceful shutdown (Ctrl+C) โ check vtracer-report-*.json ๐ Usage Examples with Expected Output Static Attach java -javaagent:target/vtracer-1.0.jar -jar your-app.jar Expected console output: [vtracer] Agent loaded โ sampling rate: 10%, JFR pinning detection enabled [vtracer] [sampled] Method public String com.example.DemoController.slow() executed in 2005.34 ms [vtracer] โ ๏ธ PINNING DETECTED! Thread: virtual-123, Duration: 2000123456 ns Dynamic Attach jps -l java -cp target/vtracer-1.0.jar com.example.vtracer.AttachTool < PID > Expected output after hitting /slow: [vtracer] Agent successfully attached [vtracer] โ ๏ธ PINNING DETECTED! Thread: tomcat-handler-0, Duration: 2005 ns JSON Report (on graceful shutdown) File: vtracer-report-2025-12-17T22-35-24.json [ { "type" : " method_timing " , "name" : " public String com.example.springtest.DemoController.slow() " , "durationMs" : 2005.34 , "timestamp" : " 2025-12-17T22:35:24.227Z " }, { "type" : " virtual_thread_pinning " , "name" : " tomcat-handler-0 " , "durationMs" : 2005.66 , "timestamp" : " 2025-12-17T22:35:26.232Z " } ] <<<<<<< Updated upstream Day 5 โ Sampling + Pinning Detection 10% sampling implemented (Random decision at method entry) JFR VirtualThreadPinned event captured Pinning warning with thread name and duration Verified with synchronized block in Spring Boot app Example: Day 6 โ JSON Report Generation Structured JSON report on JVM shutdown Includes sampled method timings and pinning events Shutdown hook ensures report is written Verified with graceful shutdown Example: ======= Stashed changes ๐ CLI Reference Command Description Example -javaagent:vtracer.jar Static attach at startup java -javaagent:vtracer-1.0.jar -jar app.jar AttachTool <PID> Dynamic attach to running JVM java -cp vtracer.jar AttachTool 12345 ๐ JSON Report Schema [ { "type" : " method_timing " | "virtual_thread_pinning", "name" : " method signature or thread name " , "durationMs" : 2005.34 , "timestamp" : " ISO-8601 timestamp " } ] ๐ Benchmarks (k6 Load Test โ 800 VUs) Scenario Baseline p95 With vtracer p95 Overhead /fast endpoint 520ms 535ms ~2.88% /slow endpoint (2s sleep) 2010ms 2025ms ~0.75% Sampling (10%) keeps overhead minimal. โก Deliberate Omissions Feature Why Not? Distributed tracing Out of scope โ focus is JVM internals Async context propagation Avoids ThreadLocal leaks with virtual threads Deep stack traces Prevents allocation storms UI dashboard CLI-first for production use AI insights We solve real problems, not hype ๐ Roadmap Adaptive sampling Flame graph export Prometheus metrics OpenTelemetry integration GraalVM native image support Built by Abhishek Mule Learning JVM internals, one day at a time. โญ Star if you're into JVM magic! <<<<<<< Updated upstream Built by Abhishek Mule Learning JVM internals, one day at a time.``` Last updated: v0.1.0 Released (December 2025) Stashed changes About Low-overhead JVM agent for virtual thread pinning detection in Spring Boot apps Resources Readme License MIT license Contributing Contributing Uh oh! There was an error while loading. Please reload this page . Activity Stars 1 star Watchers 0 watching Forks 0 forks Report repository Releases 1 v0.1.0 - Production-Ready JVM Agent Latest Dec 17, 2025 Packages 0 No packages published Languages Java 69.9% HTML 30.0% Python 0.1% Footer © 2026 GitHub, Inc. Footer navigation Terms Privacy Security Status Community Docs Contact Manage cookies Do not share my personal information You canโt perform that action at this time. | 2026-01-13T08:48:15 |
https://github.com/microsoft/cascadia-code | GitHub - microsoft/cascadia-code: This is a fun, new monospaced font that includes programming ligatures and is designed to enhance the modern look and feel of the Windows Terminal. Skip to content Navigation Menu Toggle navigation Sign in Appearance settings Platform AI CODE CREATION GitHub Copilot Write better code with AI GitHub Spark Build and deploy intelligent apps GitHub Models Manage and compare prompts MCP Registry New Integrate external tools DEVELOPER WORKFLOWS Actions Automate any workflow Codespaces Instant dev environments Issues Plan and track work Code Review Manage code changes APPLICATION SECURITY GitHub Advanced Security Find and fix vulnerabilities Code security Secure your code as you build Secret protection Stop leaks before they start EXPLORE Why GitHub Documentation Blog Changelog Marketplace View all features Solutions BY COMPANY SIZE Enterprises Small and medium teams Startups Nonprofits BY USE CASE App Modernization DevSecOps DevOps CI/CD View all use cases BY INDUSTRY Healthcare Financial services Manufacturing Government View all industries View all solutions Resources EXPLORE BY TOPIC AI Software Development DevOps Security View all topics EXPLORE BY TYPE Customer stories Events & webinars Ebooks & reports Business insights GitHub Skills SUPPORT & SERVICES Documentation Customer support Community forum Trust center Partners Open Source COMMUNITY GitHub Sponsors Fund open source developers PROGRAMS Security Lab Maintainer Community Accelerator Archive Program REPOSITORIES Topics Trending Collections Enterprise ENTERPRISE SOLUTIONS Enterprise platform AI-powered developer platform AVAILABLE ADD-ONS GitHub Advanced Security Enterprise-grade security features Copilot for Business Enterprise-grade AI features Premium Support Enterprise-grade 24/7 support Pricing Search or jump to... Search code, repositories, users, issues, pull requests... --> Search Clear Search syntax tips Provide feedback --> We read every piece of feedback, and take your input very seriously. Include my email address so I can be contacted Cancel Submit feedback Saved searches Use saved searches to filter your results more quickly --> Name Query To see all available qualifiers, see our documentation . Cancel Create saved search Sign in Sign up Appearance settings Resetting focus You signed in with another tab or window. Reload to refresh your session. You signed out in another tab or window. Reload to refresh your session. You switched accounts on another tab or window. Reload to refresh your session. Dismiss alert {{ message }} microsoft / cascadia-code Public Notifications You must be signed in to change notification settings Fork 841 Star 27.4k This is a fun, new monospaced font that includes programming ligatures and is designed to enhance the modern look and feel of the Windows Terminal. License View license 27.4k stars 841 forks Branches Tags Activity Star Notifications You must be signed in to change notification settings Code Issues 150 Pull requests 2 Discussions Actions Projects 0 Models Wiki Security Uh oh! There was an error while loading. Please reload this page . Insights Additional navigation options Code Issues Pull requests Discussions Actions Projects Models Wiki Security Insights microsoft/cascadia-code ย main Branches Tags Go to file Code Open more actions menu Folders and files Name Name Last commit message Last commit date Latest commit ย History 209 Commits .github .github ย ย doc doc ย ย images images ย ย pipelines pipelines ย ย sources sources ย ย .azure-pipelines.yml .azure-pipelines.yml ย ย .gitignore .gitignore ย ย CODE_OF_CONDUCT.md CODE_OF_CONDUCT.md ย ย FONTLOG.txt FONTLOG.txt ย ย LICENSE LICENSE ย ย OFL-FAQ.txt OFL-FAQ.txt ย ย README.md README.md ย ย SECURITY.md SECURITY.md ย ย build.py build.py ย ย requirements.in requirements.in ย ย requirements.txt requirements.txt ย ย View all files Repository files navigation README Code of conduct License Security About Cascadia Code Cascadia is a fun new coding font that comes bundled with Windows Terminal , and is now the default font in Visual Studio as well. Font Variants Cascadia Code : standard version of Cascadia Cascadia Mono : a version of Cascadia that doesn't have ligatures Cascadia (Code|Mono) PL : a version of Cascadia that has embedded Powerline symbols Cascadia (Code|Mono) NF : a version of Cascadia that has Nerd Font symbols For the italic, there is a standard italic and a cursive variant accessible via ss01 (see below ). Font features Enabling stylistic sets will vary between applications . For example, in VS Code, you can enable stylistic sets (and other OpenType features) via settings.json : "editor.fontLigatures": "'ss01', 'ss02', 'ss03', 'ss19', 'ss20'" To enable the Cursive form of the italic, here's the code you should use: "editor.fontLigatures": "'calt', 'ss01'", If you're using an environment that does not support the ss01 OT feature, one option to consider is opentype-feature-freezer . Character Sets Installation You can download the latest version of Cascadia Code from the releases page here: https://github.com/microsoft/cascadia-code/releases Font formats: ttf variable : we recommend this version for all users, and particularly those on Windows or any other OS that employs TrueType hinting. It offers the greatest diversity of weight options (anything from 200-700). ttf static : in the rare situation where the above variable font version is not supported, or a singular weight is preferred to the entire range, static formats are supplied. However, please note they do not have the same degree of hinting quality as the variable font versions. otf static : for users who prefer OTF format fonts, otf static instances are provided. At this time we do not have a variable font OTF version. WOFF2 : These versions are provided for the purposes of web use, and are available both as variable fonts, and static instances. Once unzipped, right-click the font file and click Install for all users . This will install the font onto your machine. ๐ Note: If you have previously installed a version of Cascadia Code, please uninstall the previous version prior to installing a new version. Not doing so can result in improper rendering. For more details and app-specific instructions, please check the wiki . Get involved Instructions on how to modify and submit an update to the Cascadia Code source is available in the wiki . Communicating with the Team The easiest way to communicate with the team is via GitHub Issues. Please file new issues, feature requests and suggestions, but DO search for similar open/closed pre-existing issues before you do . Please help us keep this repository clean, inclusive, and fun! We will not tolerate any abusive, rude, disrespectful or inappropriate behavior. Read our Code of Conduct for more details. If you would like to ask a question that you feel doesn't warrant an issue (yet), please reach out to us via Twitter: Aaron Bell, Font Designer: @aaronbell Christopher Nguyen, Product Manager: @nguyen_dows Dustin Howett, Software Engineer: @DHowett Special thanks to: Fira Code โ OpenType code for the coding ligatures โ github Nerd Fonts โ Centralizing app iconography โ github Viktoriya Grabowska โ Designer of Cyrillic Italic and Consultant โ @vika_grabowska Mohamad Dakak - Arabic designer - @mohamaddakak Liron Lavi Turkenich - Hebrew designer - @LironLaviTur Gerry Leonidas โ Greek Consultant โ @gerryleonidas Donny Trฦฐฦกng โ Vietnamese Consultant โ Vietnamese Typography Code of Conduct This project has adopted the Microsoft Open Source Code of Conduct . For more information see the Code of Conduct FAQ or contact opencode@microsoft.com with any additional questions or comments. About This is a fun, new monospaced font that includes programming ligatures and is designed to enhance the modern look and feel of the Windows Terminal. Resources Readme License View license Code of conduct Code of conduct Security policy Security policy Uh oh! There was an error while loading. Please reload this page . Activity Custom properties Stars 27.4k stars Watchers 245 watching Forks 841 forks Report repository Releases 20 Cascadia Code 2407.24 Latest Nov 27, 2024 + 19 releases Packages 0 No packages published Uh oh! There was an error while loading. Please reload this page . Contributors 19 + 5 contributors Languages Python 100.0% Footer © 2026 GitHub, Inc. Footer navigation Terms Privacy Security Status Community Docs Contact Manage cookies Do not share my personal information You canโt perform that action at this time. | 2026-01-13T08:48:15 |
https://dev.to/yunwei37/ebpf-tutorial-by-example-bpf-arena-for-zero-copy-shared-memory-nf#comments | eBPF Tutorial by Example: BPF Arena for Zero-Copy Shared Memory - DEV Community Forem Feed Follow new Subforems to improve your feed DEV Community Follow A space to discuss and keep up software development and manage your software career Future Follow News and discussion of science and technology such as AI, VR, cryptocurrency, quantum computing, and more. Open Forem Follow A general discussion space for the Forem community. If it doesn't have a home elsewhere, it belongs here Gamers Forem Follow An inclusive community for gaming enthusiasts Music Forem Follow From composing and gigging to gear, hot music takes, and everything in between. Vibe Coding Forem Follow Discussing AI software development, and showing off what we're building. Popcorn Movies and TV Follow Movie and TV enthusiasm, criticism and everything in-between. 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A space to share projects, ask questions, and discuss server-driven templating Dropdown menu Dropdown menu Skip to content Navigation menu Search Powered by Algolia Search Log in Create account DEV Community Close Add reaction Like Unicorn Exploding Head Raised Hands Fire Jump to Comments Save Boost More... Copy link Copy link Copied to Clipboard Share to X Share to LinkedIn Share to Facebook Share to Mastodon Share Post via... Report Abuse ไบๅพฎ Posted on Jan 6 eBPF Tutorial by Example: BPF Arena for Zero-Copy Shared Memory # ebpf # arena # memory Ever tried building a linked list in eBPF and got stuck using awkward integer indices instead of real pointers? Or needed to share large amounts of data between your kernel BPF program and userspace without expensive syscalls? Traditional BPF maps force you to work around pointer limitations and require system calls for every access. What if you could just use normal C pointers and have direct memory access from both kernel and userspace? This is what BPF Arena solves. Created by Alexei Starovoitov in 2024, arena provides a sparse shared memory region where BPF programs can use real pointers to build complex data structures like linked lists, trees, and graphs, while userspace gets zero-copy direct access to the same memory. In this tutorial, we'll build a linked list in arena memory and show you how both kernel and userspace can manipulate it using standard pointer operations. The complete source code: https://github.com/eunomia-bpf/bpf-developer-tutorial/tree/main/src/features/bpf_arena Introduction to BPF Arena: Breaking Free from Map Limitations The Problem: When BPF Maps Aren't Enough Traditional BPF maps are fantastic for simple key-value storage, but they have fundamental limitations when you need complex data structures or large-scale data sharing. Let's look at what developers faced before arena existed. Ring buffers only work in one direction - BPF can send data to userspace, but userspace can't write back. They're streaming-only, no random access. Hash and array maps require syscalls like bpf_map_lookup_elem() for every access from userspace. Array maps allocate all their memory upfront, wasting space if you only use a fraction of entries. Most critically, you can't use real pointers - you're forced to use integer indices to link data structures together. Building a linked list the old way looked like this mess: struct node { int next_idx ; // Can't use pointers, must use index! int data ; }; struct { __uint ( type , BPF_MAP_TYPE_ARRAY ); __uint ( max_entries , 10000 ); __type ( value , struct node ); } nodes_map SEC ( ".maps" ); // Traverse requires repeated map lookups int idx = head_idx ; while ( idx != - 1 ) { struct node * n = bpf_map_lookup_elem ( & nodes_map , & idx ); if ( ! n ) break ; process ( n -> data ); idx = n -> next_idx ; // No pointer following! } Enter fullscreen mode Exit fullscreen mode Every node access requires a map lookup. You can't just follow pointers like normal C code. The verifier won't let you use pointers across different map entries. This makes implementing trees, graphs, or any pointer-based structure incredibly awkward and slow. The Solution: Sparse Shared Memory with Real Pointers In 2024, Alexei Starovoitov from the Linux kernel team introduced BPF arena to solve these limitations. Arena provides a sparse shared memory region between BPF programs and userspace, supporting up to 4GB of address space. Memory pages are allocated on-demand as you use them, so you don't waste space. Both kernel BPF code and userspace programs can map the same arena and access it directly. The game-changer: you can use real C pointers in BPF programs targeting arena memory. The __arena annotation tells the verifier that these pointers reference arena space, and special address space casts ( cast_kern() , cast_user() ) let you safely convert between kernel and userspace views of the same memory. Userspace gets zero-copy access through mmap() - no syscalls needed to read or write arena data. Here's what the same linked list looks like with arena: struct node __arena { struct node __arena * next ; // Real pointer! int data ; }; struct node __arena * head ; // Traverse with normal pointer following struct node __arena * n = head ; while ( n ) { process ( n -> data ); n = n -> next ; // Just follow the pointer! } Enter fullscreen mode Exit fullscreen mode Clean, simple, exactly how you'd write it in normal C. The verifier understands arena pointers and lets you dereference them safely. Why This Matters Arena was inspired by research showing the potential for complex data structures in BPF. Before arena, developers were building hash tables, queues, and trees using giant BPF array maps with integer indices instead of pointers. It worked, but the code was ugly and slow. Arena unlocks several powerful use cases. In-kernel data structures become practical. You can implement custom hash tables with collision chaining, AVL or red-black trees for sorted data, graphs for network topology mapping, all using normal pointer operations. Key-value store accelerators can run in the kernel for maximum performance, with userspace getting direct access to the data structure without syscall overhead. Bidirectional communication works naturally - both kernel and userspace can modify shared data structures using lock-free algorithms. Large data aggregation scales up to 4GB instead of being limited by typical map size constraints. Implementation: Building a Linked List in Arena Memory Let's build a complete example that demonstrates arena's power. We'll create a linked list where BPF programs add and delete elements using real pointers, while userspace directly accesses the list to compute sums without any syscalls. Complete BPF Program: arena_list.bpf.c // SPDX-License-Identifier: GPL-2.0 /* Copyright (c) 2024 Meta Platforms, Inc. and affiliates. */ #define BPF_NO_KFUNC_PROTOTYPES #include <vmlinux.h> #include <bpf/bpf_helpers.h> #include <bpf/bpf_tracing.h> #include <bpf/bpf_core_read.h> #include "bpf_experimental.h" struct { __uint ( type , BPF_MAP_TYPE_ARENA ); __uint ( map_flags , BPF_F_MMAPABLE ); __uint ( max_entries , 100 ); /* number of pages */ #ifdef __TARGET_ARCH_arm64 __ulong ( map_extra , 0x1ull << 32 ); /* start of mmap() region */ #else __ulong ( map_extra , 0x1ull << 44 ); /* start of mmap() region */ #endif } arena SEC ( ".maps" ); #include "bpf_arena_alloc.h" #include "bpf_arena_list.h" struct elem { struct arena_list_node node ; __u64 value ; }; struct arena_list_head __arena * list_head ; int list_sum ; int cnt ; bool skip = false ; #ifdef __BPF_FEATURE_ADDR_SPACE_CAST long __arena arena_sum ; int __arena test_val = 1 ; struct arena_list_head __arena global_head ; #else long arena_sum SEC ( ".addr_space.1" ); int test_val SEC ( ".addr_space.1" ); #endif int zero ; SEC ( "syscall" ) int arena_list_add ( void * ctx ) { #ifdef __BPF_FEATURE_ADDR_SPACE_CAST __u64 i ; list_head = & global_head ; for ( i = zero ; i < cnt && can_loop ; i ++ ) { struct elem __arena * n = bpf_alloc ( sizeof ( * n )); test_val ++ ; n -> value = i ; arena_sum += i ; list_add_head ( & n -> node , list_head ); } #else skip = true ; #endif return 0 ; } SEC ( "syscall" ) int arena_list_del ( void * ctx ) { #ifdef __BPF_FEATURE_ADDR_SPACE_CAST struct elem __arena * n ; int sum = 0 ; arena_sum = 0 ; list_for_each_entry ( n , list_head , node ) { sum += n -> value ; arena_sum += n -> value ; list_del ( & n -> node ); bpf_free ( n ); } list_sum = sum ; #else skip = true ; #endif return 0 ; } char _license [] SEC ( "license" ) = "GPL" ; Enter fullscreen mode Exit fullscreen mode Understanding the BPF Code The program starts by defining the arena map itself. BPF_MAP_TYPE_ARENA tells the kernel this is arena memory, and BPF_F_MMAPABLE makes it accessible via mmap() from userspace. The max_entries field specifies how many pages (typically 4KB each) the arena can hold - here we allow up to 100 pages, or about 400KB. The map_extra field sets where in the virtual address space the arena gets mapped, using different addresses for ARM64 vs x86-64 to avoid conflicts with existing mappings. After defining the map, we include arena helpers. The bpf_arena_alloc.h file provides bpf_alloc() and bpf_free() functions - a simple memory allocator that works with arena pages, similar to malloc() and free() but specifically for arena memory. The bpf_arena_list.h file implements doubly-linked list operations using arena pointers, including list_add_head() to prepend nodes and list_for_each_entry() to iterate safely. Our elem structure contains the actual data. The arena_list_node member provides the next and pprev pointers for linking nodes together - these are arena pointers marked with __arena . The value field holds our payload data. Notice the __arena annotation on list_head - this tells the verifier this pointer references arena memory, not normal kernel memory. The arena_list_add() function creates list elements. It's marked SEC("syscall") because userspace will trigger it using bpf_prog_test_run() . The loop allocates new elements using bpf_alloc(sizeof(*n)) , which returns an arena pointer. We can then dereference n->value directly - the verifier allows this because n is an arena pointer. The list_add_head() call prepends the new node to the list using normal pointer manipulation, all happening in arena memory. The can_loop check satisfies the verifier's bounded loop requirement. The arena_list_del() function demonstrates iteration and cleanup. The list_for_each_entry() macro walks the list following arena pointers. Inside the loop, we sum values and delete nodes. The bpf_free(n) call returns memory to the arena allocator, decreasing the reference count and potentially freeing pages when the count hits zero. The address space cast feature is crucial. Some compilers support __BPF_FEATURE_ADDR_SPACE_CAST which enables the __arena annotation to work as a compiler address space. Without this support, we fall back to using explicit section annotations like SEC(".addr_space.1") . The code checks for this feature and skips execution if it's not available, preventing runtime errors. Complete User-Space Program: arena_list.c // SPDX-License-Identifier: GPL-2.0 /* Copyright (c) 2024 Meta Platforms, Inc. and affiliates. */ #include <stdio.h> #include <stdlib.h> #include <unistd.h> #include <sys/mman.h> #include <stdint.h> #include <bpf/libbpf.h> #include <bpf/bpf.h> #include "bpf_arena_list.h" #include "arena_list.skel.h" struct elem { struct arena_list_node node ; uint64_t value ; }; static int list_sum ( struct arena_list_head * head ) { struct elem __arena * n ; int sum = 0 ; list_for_each_entry ( n , head , node ) sum += n -> value ; return sum ; } static void test_arena_list_add_del ( int cnt ) { LIBBPF_OPTS ( bpf_test_run_opts , opts ); struct arena_list_bpf * skel ; int expected_sum = ( u_int64_t ) cnt * ( cnt - 1 ) / 2 ; int ret , sum ; skel = arena_list_bpf__open_and_load (); if ( ! skel ) { fprintf ( stderr , "Failed to open and load BPF skeleton \n " ); return ; } skel -> bss -> cnt = cnt ; ret = bpf_prog_test_run_opts ( bpf_program__fd ( skel -> progs . arena_list_add ), & opts ); if ( ret != 0 ) { fprintf ( stderr , "Failed to run arena_list_add: %d \n " , ret ); goto out ; } if ( opts . retval != 0 ) { fprintf ( stderr , "arena_list_add returned %d \n " , opts . retval ); goto out ; } if ( skel -> bss -> skip ) { printf ( "SKIP: compiler doesn't support arena_cast \n " ); goto out ; } sum = list_sum ( skel -> bss -> list_head ); printf ( "Sum of elements: %d (expected: %d) \n " , sum , expected_sum ); ret = bpf_prog_test_run_opts ( bpf_program__fd ( skel -> progs . arena_list_del ), & opts ); if ( ret != 0 ) { fprintf ( stderr , "Failed to run arena_list_del: %d \n " , ret ); goto out ; } sum = list_sum ( skel -> bss -> list_head ); printf ( "Sum after deletion: %d (expected: 0) \n " , sum ); printf ( "Sum computed by BPF: %d (expected: %d) \n " , skel -> bss -> list_sum , expected_sum ); printf ( " \n Test passed! \n " ); out: arena_list_bpf__destroy ( skel ); } int main ( int argc , char ** argv ) { int cnt = 10 ; if ( argc > 1 ) { cnt = atoi ( argv [ 1 ]); if ( cnt <= 0 ) { fprintf ( stderr , "Invalid count: %s \n " , argv [ 1 ]); return 1 ; } } printf ( "Testing arena list with %d elements \n " , cnt ); test_arena_list_add_del ( cnt ); return 0 ; } Enter fullscreen mode Exit fullscreen mode Understanding the User-Space Code The userspace program demonstrates zero-copy access to arena memory. When we load the BPF skeleton using arena_list_bpf__open_and_load() , libbpf automatically mmap() s the arena into userspace. The pointer skel->bss->list_head points directly into this mapped arena memory. The list_sum() function walks the linked list from userspace. Notice we're using the same list_for_each_entry() macro as the BPF code. The list is in arena memory, shared between kernel and userspace. Userspace can directly dereference arena pointers to access node values and follow next pointers - no syscalls needed. This is the zero-copy benefit: userspace reads memory directly from the mapped region. The test flow orchestrates the demonstration. First, we set skel->bss->cnt to specify how many list elements to create. Then bpf_prog_test_run_opts() executes the arena_list_add BPF program, which builds the list in arena memory. Once that returns, userspace immediately calls list_sum() to verify the list by walking it directly from userspace - no syscalls, just direct memory access. The expected sum is calculated as 0+1+2+...+(cnt-1), which equals cnt*(cnt-1)/2. After verifying the list, we run arena_list_del to remove all elements. This BPF program walks the list, computes its own sum, and calls bpf_free() on each node. Userspace then verifies the list is empty by calling list_sum() again, which should return 0. We also check that skel->bss->list_sum matches our expected value, confirming the BPF program computed the correct sum before deleting nodes. Understanding Arena Memory Allocation The arena allocator deserves a closer look because it shows how BPF programs can implement sophisticated memory management in arena space. The allocator in bpf_arena_alloc.h uses a per-CPU page fragment approach to avoid locking. Each CPU maintains its own current page and offset. When you call bpf_alloc(size) , it first rounds up the size to 8-byte alignment. If the current page has enough space at the current offset, it allocates from there by just decrementing the offset and returning a pointer. If not enough space remains, it allocates a fresh page using bpf_arena_alloc_pages() , which is a kernel helper that gets arena pages from the kernel's page allocator. Each page maintains a reference count in its last 8 bytes, tracking how many allocated objects point into that page. The bpf_free(addr) function implements reference-counted deallocation. It rounds the address down to the page boundary, finds the reference count, and decrements it. When the count reaches zero - meaning all objects allocated from that page have been freed - it returns the entire page to the kernel using bpf_arena_free_pages() . This page-level reference counting means individual bpf_free() calls are fast, and memory is returned to the system only when appropriate. This allocator design avoids locks by using per-CPU state. Since BPF programs run with preemption disabled on a single CPU, the current CPU's page fragment can be accessed without synchronization. This makes bpf_alloc() extremely fast - typically just a few instructions to allocate from the current page. Compilation and Execution Navigate to the bpf_arena directory and build the example: cd bpf-developer-tutorial/src/features/bpf_arena make Enter fullscreen mode Exit fullscreen mode The Makefile compiles the BPF program with -D__BPF_FEATURE_ADDR_SPACE_CAST to enable arena pointer support. It uses bpftool gen object to process the compiled BPF object and generate a skeleton header that userspace can include. Run the arena list test with 10 elements: sudo ./arena_list 10 Enter fullscreen mode Exit fullscreen mode Expected output: Testing arena list with 10 elements Sum of elements: 45 (expected: 45) Sum after deletion: 0 (expected: 0) Sum computed by BPF: 45 (expected: 45) Test passed! Enter fullscreen mode Exit fullscreen mode Try it with more elements to see arena scaling: sudo ./arena_list 100 Enter fullscreen mode Exit fullscreen mode The sum should be 4950 (100*99/2). Notice that userspace can verify the list by directly accessing arena memory without any syscalls. This zero-copy access is what makes arena powerful for large data structures. When to Use Arena vs Other BPF Maps Choosing the right BPF map type depends on your access patterns and data structure needs. Use regular BPF maps (hash, array, etc.) when you need simple key-value storage, small data structures that fit well in maps, standard map operations like atomic updates, or per-CPU statistics without complex linking. Maps excel at straightforward use cases with kernel-provided operations. Use BPF Arena when you need complex linked structures like lists, trees, or graphs, large shared memory exceeding typical map sizes, zero-copy userspace access to avoid syscall overhead, or custom memory management beyond what maps provide. Arena shines for sophisticated data structures where pointer operations are natural. Use Ring Buffers when you need one-way streaming from BPF to userspace, event logs or trace data, or sequentially processed data without random access. Ring buffers are optimized for high-throughput event streams but don't support bidirectional access or complex data structures. The arena vs maps trade-off fundamentally comes down to pointers and access patterns. If you find yourself encoding indices to simulate pointers in BPF maps, arena is probably the better choice. If you need large-scale data structures accessible from both kernel and userspace, arena's zero-copy shared memory model is hard to beat. Summary and Next Steps BPF Arena solves a fundamental limitation of traditional BPF maps by providing sparse shared memory where you can use real C pointers to build complex data structures. Created by Alexei Starovoitov in 2024, arena enables linked lists, trees, graphs, and custom allocators using normal pointer operations instead of awkward integer indices. Both kernel BPF programs and userspace can map the same arena for zero-copy bidirectional access, eliminating syscall overhead. Our linked list example demonstrates the core arena concepts: defining an arena map, using __arena annotations for pointer types, allocating memory with bpf_alloc() , and accessing the same data structure from both kernel and userspace. The per-CPU page fragment allocator shows how BPF programs can implement sophisticated memory management in arena space. Arena unlocks new possibilities for in-kernel data structures, key-value store accelerators, and large-scale data aggregation up to 4GB. If you'd like to dive deeper into eBPF, check out our tutorial repository at https://github.com/eunomia-bpf/bpf-developer-tutorial or visit our website at https://eunomia.dev/tutorials/ . References Original Arena Patches: https://lwn.net/Articles/961594/ Meta's Arena Examples: Linux kernel tree samples/bpf/arena_*.c Tutorial Repository: https://github.com/eunomia-bpf/bpf-developer-tutorial/tree/main/src/features/bpf_arena Linux Kernel Source: kernel/bpf/arena.c - Arena implementation LLVM Address Spaces: Documentation on __arena compiler support This example is adapted from Meta's arena_list.c in the Linux kernel samples, with educational enhancements. Requires Linux kernel 6.10+ with CONFIG_BPF_ARENA=y enabled. Complete source code available in the tutorial repository. Top comments (0) Subscribe Personal Trusted User Create template Templates let you quickly answer FAQs or store snippets for re-use. 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Hide child comments as well Confirm For further actions, you may consider blocking this person and/or reporting abuse ไบๅพฎ Follow know nothing about the world, but trying to keep learning | building eunomia.dev Joined Aug 15, 2023 More from ไบๅพฎ eBPF Tutorial: Tracing CUDA GPU Operations # ebpf # cuda # gpu eBPF Tutorial: Transparent Text Replacement in File Reads # ebpf # kernel # tracing eBPF Tutorial by Example 32: Wall Clock Profiling with Combined On-CPU and Off-CPU Analysis # ebpf # profiler # tracing ๐ 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 โ 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 โ the open source software that powers DEV and other inclusive communities. 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https://www.coderabbit.ai/case-studies/mastra-finally-found-an-ai-code-review-tool-their-team-can-trust | Mastra finally found an AI code review tool their team can trust Features Enterprise Customers Pricing Blog Resources Docs Trust Center Contact Us FAQ Log In Get a free trial Mastra finally found an AI code review tool their team can trust Catches SQL injection vulnerabilities Provides secure, context-aware fixes Detects breaking changes during refactors Flags incorrect API signatures Mastra San Francisco, United States https://mastra.ai/ 16 developers Languages JavaScript/TypeScript Challenge Mastra needed a reliable AI code review tool to maintain consistent quality across their fast-moving codebase during a critical 1.0 release, but their existing tool was inconsistent. Challenge Some challenge that company has been facing for a very long time and it has been bothering. Get started today Share For Abhi Aiyer, the CTO of Mastra, maintaining code quality is mission-critical. Mastra is the leading TypeScript agent framework with over 300,000 weekly downloads, with companies like Softbank and Adobe using their agents in production. They have a rapidly evolving codebase, a 16-person engineering team, and a user community that depends on the reliability of every release. With sweeping large-scale changes for the push to Mastra 1.0, the team needed a way to maintain high quality while shipping at the speed a leading AI framework in 2025 demands. Before CodeRabbit, Mastra relied on manual reviews and tried several AI tools, though none fully earned the teamโs trust. โThe tools we evaluated provided a varied experience across engineers,โ Abhi shared. โSome individuals trusted it, while others did notโฆ I cannot use a tool with a 50% consistency rate.โ When Abhi learned that open source projects could use CodeRabbit for free, he tried it. After just one day of testing both tools side by side, the decision was obvious. โOn that day, CodeRabbit clearly beat our other AI review tool. We canceled the next day.โ What started as a quick experiment has now become an integral part of Mastraโs development workflow. Challenge: Keeping quality high across a fast-moving agent framework Before CodeRabbit, Mastraโs engineers were still pushing a lot of code quickly. But in software engineering, every decision comes with a set of tradeoffs. And with the speed of those code changes, without a reliable review tool, came bugs. Inconsistent code reviews across the team: Because team members had different review styles, expectations were uneven. Some engineers skimmed. Others dug deep. Some caught issues while others were missed. It depended on the engineer, the day, the file, or the context. An AI review tool that the team didnโt trust: โWe ship pretty quickly, and with that, thereโs a lot of opportunity for mistakes along the way,โ Abhi shared. Mastra needed a tool that was reliable and consistent. โOur other AI code review tool was not consistent for all team members,โ Abhi said. With a high volume of PRs, those inconsistencies compounded. The pressure of a major 1.0 release: Ahead of the Mastra 1.0 cut, the team made a long list of breaking changes across the framework. This created fragility in the codebase, at a time when hidden issues would hurt the most. "Everyone was frustrated. number of comments they had to address revealed just how much unnecessary complexity had accumulated in the codebase over the past year." During this period, CodeRabbit became invaluable. Abhi admitted, "CodeRabbitโs feedback was difficult to process due to the sheer number of errors it identified, but it was necessary." 70-85% acceptance rate 0 follow-up PRs Why Mastra loves CodeRabbit Catches critical issues that matter Mastraโs engineers use AI-assisted development tools heavily and bugs would slip through, especially during big refactors or sweeping changes. CodeRabbit consistently surfaces real issues that humans miss. Example: Preventing a real SQL Injection risk In one PR, CodeRabbit flagged a critical SQL injection vulnerability where unescaped metadata keys were being directly interpolated into a ClickHouse query. (See PR below) It explained the risk clearly: โThe vulnerability is realโฆ A malicious key like foo') OR 1=1-- would break the query structure.โ It then provided a secure rewritten fix using Mastraโs own parseSqlIdentifier utility, something a human reviewer might not have caught or remembered in the moment. This immediate identification and suggested fix saved the engineering team significant time that would have otherwise been spent in manual security review, prevented a major security flaw from reaching production, and reinforced best practices for secure coding among the developers. Check out Mastra PR Investigates how the code works, not just whatโs in the diff In another PR, CodeRabbit didnโt just review the lines shown. It performed a search across the repository to understand how agent.generate() and doGenerate were implemented. It walked through: Locating agent files Identifying method definitions Reviewing test context Comparing code paths Check out Mastra PR This focus on codebase context helps engineers understand impact across the entire framework, especially during large feature changes. Fixes API signature misuse before it becomes a breaking issue In documentation, CodeRabbit caught that the agent.stream() call was using an incorrect API signature. It clarified the proper usage and suggested a standardized calling convention: โLine 200 incorrectly passes an object with a messages propertyโฆ prefer the string + options form for consistency.โ Check out Mastra PR This prevents subtle inconsistencies that often trip up framework users later. A consistent and trusted opinionated reviewer Abhi intentionally hired engineers who move fast, build aggressively, and arenโt afraid to ship. But that also means theyโre prone to overlooking defensive programming and edge cases. Thatโs where CodeRabbit shines. โItโs like the annoying person on the team that doesnโt want you to move forward because of a thousand thingsโฆ but theyโre actually important, and youโre just being short-sighted by not listening.โ Engineers now resolve every CodeRabbit comment before a merge. No follow-up PRs. No โIโll fix it later.โ As Abhi put it: โCodeRabbit killed the follow-up PR.โ While that does mean that it sometimes takes longer to merge an individual PR, it saves time over creating iterative PRs to fix problems in the initial PR. And as many engineering teams know all too well, the mythical โfollow-up Prโ rarely happens as people jump to the next ticket, priorities shift and that promised clean-up quietly disappears. Before CodeRabbit, those loose ends would linger and the codebase quality would stay frozen. A baseline of quality before humans even look Mastraโs workflow now looks like this: Open a PR Fix everything CodeRabbit finds Merge confidently once all comments are addressed Abhi summed it up simply: โOnce all the CodeRabbit comments are gone and tests are passing, you feel a lot more confident pushing the green button.โ Engineers now treat CodeRabbit as the first and most reliable reviewer, removing ambiguity about what โreview readyโ means. โโResults: Cleaner code, fewer regressions & a more confident team A smoother path to Mastra 1.0 The Mastra team credits CodeRabbit for making the massive 1.0 transition safer and more systematic. โThe help was very valuable; code reviews would undoubtedly have been much harder without it. By surfacing inconsistencies, breaking changes, and leftover cruft from the past year, CodeRabbit ensured the final release landed in a stable place. An acceptance rate of 70%-85% Mastraโs team doesnโt skip CodeRabbitโs feedback; they address it all. The numbers prove that engineers accept and resolve 70 to 85% of critical comments before merging any PR. โWe just listen to it as if itโs always correct,โ Anhi explained. โAnd so far it has been.โ Thereโs no more โIโll fix it laterโ or negotiating around feedback. Engineers open PRs, address everything CodeRabbit flags and only merge once comments are resolved. Teamwide alignment on what quality looks like Before, some engineers wanted nitpicks removed. Others didnโt. Some reviewed deeply; others shallow. Now, CodeRabbit sets the bar. โCodeRabbit is helpful when we're doing massive changes that impact multiple parts of our framework; that's when the bugs happen.โ Thatโs created more consistency in the Mastra codebase, which makes it easier to work with. Trust that allows them to let CodeRabbit make changes directly Engineers trust the tool so much that they will soon automate its use even more. Mastra is already integrating CodeRabbit with their in-house coding agent so that CodeRabbit comments CodeRabbit = The AI code review tool Mastraโs team trusts Before CodeRabbit โข Inconsistent reviews across a 16-person team โข An AI tool that the team didn't trust or respect โข Critical bugs slipping through during major releases โข No baseline for what "review ready" meant After CodeRabbit Eliminated follow-up PRs Catches critical vulnerabilities humans miss (SQL injection, API misuse) Consistent quality bar across all engineers Smoother, safer path to Mastra 1.0 release For Abhi and the Mastra team, CodeRabbit solved what other AI review tools couldnโt: earning genuine trust across the entire engineering team. CodeRabbit stands out from other tools because it delivers consistent, reliable feedback that engineers actually respect. It goes beyond surface-level reviews to investigate how code works, catches real security risks, and maintains quality standards even when the team is shipping at high volume. This combination ensures that Mastra continues to deliver the reliability their community depends on with an AI reviewer that the entire team finally trusts. Mastra San Francisco, United States https://mastra.ai/ 16 developers Languages JavaScript/TypeScript Challenge Mastra needed a reliable AI code review tool to maintain consistent quality across their fast-moving codebase during a critical 1.0 release, but their existing tool was inconsistent. Challenge Some challenge that company has been facing for a very long time and it has been bothering. Get started today Want to see how CodeRabbit can help your team? 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https://share.google/CPwNzKaB0G5UADxXN | Replit Boss: CEOs Can Vibe Code Ideas Themselves Without Engineers - Business Insider Business Insider Subscribe Newsletters Search Business Strategy Economy Finance Retail Advertising Careers Media Real Estate Small Business The Better Work Project Personal Finance Tech Science AI Enterprise Transportation Startups Innovation Markets Stocks Indices Commodities Crypto Currencies ETFs Lifestyle Entertainment Culture Travel Food Health Parenting Politics Military & Defense Law Education Reviews Home Kitchen Style Streaming Pets Tech Deals Gifts Tickets Video Big Business Food Wars So Expensive Still Standing Boot Camp Subscribe My account Log in Newsletters US edition Deutschland & รsterreich Espaรฑa Japan Polska TW ๅ
จ็ไธญๆ็ Get the app AI Replit boss: CEOs can vibe code their own prototypes and don't have to beg engineers for help anymore By Lee Chong Ming You're currently following this author! Want to unfollow? Unsubscribe via the link in your email. Follow New Follow authors and never miss a story! Follow Lee Chong Ming Every time Lee Chong Ming publishes a story, youโll get an alert straight to your inbox! Enter your email Sign up By clicking โSign upโ, you agree to receive emails from Business Insider. In addition, you accept Insiderโs Terms of Service and Privacy Policy . Replit CEO Amjad Masad says AI tools are enabling executives to prototype ideas themselves, rather than wait on engineers. Stephen McCarthy/Sportsfile for Web Summit Qatar via Getty Images 2026-01-08T05:03:01.217Z Share Copy link Email Facebook WhatsApp X LinkedIn Bluesky Threads lighning bolt icon An icon in the shape of a lightning bolt. Impact Link Save Saved Read in app This story is available exclusively to Business Insider subscribers. Become an Insider and start reading now. Have an account? Log in . Some CEOs are vibe coding and showing up to meetings with prototypes, said Replit's chief executive. Amjad Masad said vibe coding is giving CEOs agency. He also said product managers are "some of the best vibe coders." Some CEOs are showing up to meetings with a working prototype and saying, "Look what I built," says Replit chief executive Amjad Masad. The CEO of the AI coding startup said on an episode of the "Possible" podcast published Wednesday that vibe coding is giving executives a new kind of agency. Masad said many leaders feel "disempowered because they've delegated a lot of things." "They don't have as much input on the process," he added. That dynamic is changing as CEOs start using vibe coding tools to prototype their ideas. "We have CEOs that finally feel unleashed," Masad said. "They don't have to go beg someone to do it. They can, like, just vibe code and bring it into a meeting," he added. A rough prototype, Masad said, allows leaders to ask a pointed question: Why should this take weeks to build if a version can be done in a few days? Masad said much of coding is weighed down by "minutiae" and "accidental complexity" โ technical details that matter to machines but add little value to the people shaping products or strategy. "We want to get to a point where you don't have to code at all. You should be in a creative space," he said. That's also why some of the most effective users of AI coding tools aren't engineers. Masad said product managers , who are trained to break problems into clear steps and communicate them precisely, are "some of the best vibe coders." CEOs are vibe coding Some tech CEOs have been vocal about using AI coding tools to test ideas faster and work more efficiently. Klarna CEO Sebastian Siemiatkowski said on an episode of the "Sourcery" podcast published in September that he uses AI coding tools like Cursor to prototype ideas on his own and save employees time. "I was a business person, and then I just started exploring Cursor," said Siemiatkowski, who does not come from a technical background. "Rather than disturbing my poor engineers and product people with what is half good ideas and half bad ideas, now I test it myself," he said. "I come say, 'Look, I've actually made this work, this is how it works, what do you think, could we do it this way?'" Google CEO Sundar Pichai said in June at Bloomberg Tech in San Francisco that he has been vibe coding . "I've just been messing around โ either with Cursor or I vibe coded with Replit โ trying to build a custom webpage with all the sources of information I wanted in one place. I could type a location and get it all," Pichai said. "It feels so delightful to be a coder in this moment," he added. Recommended video Read next Business Insider tells the innovative stories you want to know Business Insider tells the innovative stories you want to know Business Insider tells the innovative stories you want to know Business Insider tells the innovative stories you want to know HOME Subscribe This story is available exclusively to Business Insider subscribers. Become an Insider and start reading now. Have an account? Log in . Legal & Privacy Terms of Service Terms of Sale Privacy Policy Accessibility Code of Ethics Policy Reprints & Permissions Disclaimer Advertising Policies Conflict of Interest Policy Commerce Policy Coupons Privacy Policy Coupons Terms Company About Us Careers Advertise With Us Contact Us News Tips Company News Awards Masthead Other Sitemap Stock quotes by finanzen.net Corrections AI Use International Editions AT DE ES JP PL TW Copyright © 2026 Insider Inc. All rights reserved. Registration on or use of this site constitutes acceptance of our Terms of Service and Privacy Policy . Jump to Main content Search Account | 2026-01-13T08:48:15 |
https://dev.to/setasena_randata_1cfa30f4/building-chalkboard-open-source-billiard-hall-management-391c | Building Chalkboard: Open Source Billiard Hall Management - DEV Community Forem Feed Follow new Subforems to improve your feed DEV Community Follow A space to discuss and keep up software development and manage your software career Future Follow News and discussion of science and technology such as AI, VR, cryptocurrency, quantum computing, and more. Open Forem Follow A general discussion space for the Forem community. If it doesn't have a home elsewhere, it belongs here Gamers Forem Follow An inclusive community for gaming enthusiasts Music Forem Follow From composing and gigging to gear, hot music takes, and everything in between. Vibe Coding Forem Follow Discussing AI software development, and showing off what we're building. Popcorn Movies and TV Follow Movie and TV enthusiasm, criticism and everything in-between. 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A space to share projects, ask questions, and discuss server-driven templating Dropdown menu Dropdown menu Skip to content Navigation menu Search Powered by Algolia Search Log in Create account DEV Community Close Add reaction Like Unicorn Exploding Head Raised Hands Fire Jump to Comments Save Boost More... Copy link Copy link Copied to Clipboard Share to X Share to LinkedIn Share to Facebook Share to Mastodon Share Post via... Report Abuse Setasena Randata Posted on Jan 13 Building Chalkboard: Open Source Billiard Hall Management # opensource # buildinpublic # typescript # nextjs TL;DR: I built an open-source billiard hall management system with Next.js 15, React 19, and PostgreSQL. It handles everything from table sessions to F&B orders, payments, and analytics. Try it on Railway or run it with Docker . The Problem Running a billiard hall in Indonesia involves juggling multiple systems: table time tracking, F&B orders, payments, staff management, and inventory. Most solutions are either: Expensive SaaS with monthly fees Excel spreadsheets (yes, really) Custom solutions that can't be easily replicated I wanted to build something that any billiard hall could deploy and own their data , whether they're in Jakarta, Manila, or anywhere else. Why Open Source? At Kugie , our motto is "Scale Smarter, Not Harder." For small businesses, that means: No vendor lock-in - Your data stays yours Deploy anywhere - Railway, Docker, VPS, or even Windows standalone Customize freely - Fork it and make it yours Community-driven - Features that actual operators need The Tech Stack // The modern stack that just works - Next . js 15 ( App Router + React 19 ) - TypeScript ( because types save lives ) - Drizzle ORM + PostgreSQL - Tailwind + Shadcn / ui - NextAuth . js for authentication - Bun for speed Enter fullscreen mode Exit fullscreen mode Why These Choices? Next.js 15 with App Router : Server components give us fast initial loads - crucial for operators checking tables on slower Indonesian internet. Drizzle ORM : After dealing with Prisma's bulk query limitations at scale, Drizzle's SQL-like syntax and better performance won me over. Plus, Drizzle Studio is fantastic for database debugging. PostgreSQL : Battle-tested, great JSON support for flexible F&B item properties, and works everywhere - from Neon serverless to local Docker. Key Features I'm Proud Of 1. Context-Aware F&B Orders Orders can be: Linked to table sessions Standalone counter orders Draft orders (for customers waiting for tables) // The schema handles all three contexts elegantly export const fnbOrders = pgTable ( " fnb_orders " , { tableSessionId : uuid ( " table_session_id " ). references (() => tableSessions . id ), paymentId : uuid ( " payment_id " ). references (() => payments . id ), status : varchar ( " status " , { length : 20 }). notNull (). default ( " draft " ), // draft โ pending โ completed }); Enter fullscreen mode Exit fullscreen mode 2. Flexible Deployment Options Method Best For Setup Time Railway Cloud, zero config 2 minutes Docker Self-hosted VPS 5 minutes Windows Standalone Local with auto-update 10 minutes 3. Real-Time Analytics Without the Overhead Pre-calculated analytics stored in order_analytics table: Revenue by hour/day/month Popular items and peak times Staff performance tracking No need for expensive analytics services - just PostgreSQL doing what it does best. Challenges & Solutions Challenge 1: Supporting Poor Internet Connectivity Problem : Many billiard halls in Indonesia have unreliable internet. Solution : Optimistic UI updates with local state Service Worker for offline capability (planned) Windows standalone that works 100% locally Challenge 2: Multi-Language Support Problem : Staff might prefer Indonesian, but owners want English reports. Solution : next-intl with route-based locales ( /id/dashboard vs /en/dashboard ) // Clean separation of concerns messages / โโโ id / โ โโโ common . json โ โโโ dashboard . json โ โโโ fnb . json โโโ en / โโโ common . json โโโ dashboard . json โโโ fnb . json Enter fullscreen mode Exit fullscreen mode Challenge 3: Complex Payment Flows Problem : A single payment might include: Multiple table sessions Multiple F&B orders Split payments Tips Solution : Consolidated payment model with JSON metadata: export const payments = pgTable ( " payments " , { totalAmount : numeric ( " total_amount " , { precision : 10 , scale : 2 }). notNull (), metadata : json ( " metadata " ), // Flexible structure for complex scenarios paymentMethod : varchar ( " payment_method " , { length : 50 }). notNull (), }); Enter fullscreen mode Exit fullscreen mode What's Next? I'm preparing to launch Chalkboard v1.0.3 widely. Planned features: Mobile PWA for table-side ordering Multi-location support for chains Advanced inventory with supplier management Membership system with loyalty points Try It Yourself Quick deploy: Railway (1-click) Docker Hub GitHub Feedback welcome! Whether you run a billiard hall, arcade, or any time-based rental business, I'd love to hear if this could work for you. Top comments (0) Subscribe Personal Trusted User Create template Templates let you quickly answer FAQs or store snippets for re-use. Submit Preview Dismiss Code of Conduct • Report abuse Are you sure you want to hide this comment? It will become hidden in your post, but will still be visible via the comment's permalink . Hide child comments as well Confirm For further actions, you may consider blocking this person and/or reporting abuse Setasena Randata Follow Location Jakarta, Indonesia Joined May 14, 2025 More from Setasena Randata Hi! I'm tired finding a self hosted finance tool, so I make one. # webdev # programming # javascript # opensource Summit Finance: A Modern Open Source Invoicing Solution Built with Next.js, Drizzle ORM, and Tailwind CSS # webdev # programming # javascript # opensource ๐ 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 โ 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 โ the open source software that powers DEV and other inclusive communities. Made with love and Ruby on Rails . DEV Community © 2016 - 2026. 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https://dev.to/codewithtee/server-side-rendering-ssr-vs-client-side-rendering-csr-3m24#comment-1jcmg | Server-Side Rendering (SSR) Vs Client-Side Rendering (CSR) - DEV Community Forem Feed Follow new Subforems to improve your feed DEV Community Follow A space to discuss and keep up software development and manage your software career Future Follow News and discussion of science and technology such as AI, VR, cryptocurrency, quantum computing, and more. Open Forem Follow A general discussion space for the Forem community. If it doesn't have a home elsewhere, it belongs here Gamers Forem Follow An inclusive community for gaming enthusiasts Music Forem Follow From composing and gigging to gear, hot music takes, and everything in between. Vibe Coding Forem Follow Discussing AI software development, and showing off what we're building. Popcorn Movies and TV Follow Movie and TV enthusiasm, criticism and everything in-between. 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A space to share projects, ask questions, and discuss server-driven templating Dropdown menu Dropdown menu Skip to content Navigation menu Search Powered by Algolia Search Log in Create account DEV Community Close Add reaction Like Unicorn Exploding Head Raised Hands Fire Jump to Comments Save Boost More... Copy link Copy link Copied to Clipboard Share to X Share to LinkedIn Share to Facebook Share to Mastodon Share Post via... Report Abuse Tabassum Khanum Posted on Nov 1, 2021 Server-Side Rendering (SSR) Vs Client-Side Rendering (CSR) # beginners # webdev # javascript # codenewbie Hey Coders! We all can agree that new-age Javascript has changed modern websites structure and the user experience drastically. Websites these days are built more like an application pretending to be a website capable of sending emails, notifications, chat, shop, payments, etc. Today's websites are so advanced, interactive, but earlier, the websites and web applications had a common strategy to follow. They prepared HTML content to be sent to the browsers at the server-side; this content was then rendered as HTML with CSS styling in the browser. Traditionally, the browser receives HTML from the server and renders it. When the user navigates to another URL, a full-page refresh is required and the server sends fresh new HTML for the new page. This is called server-side rendering. Fast forward to today. When websites have 1000s of lines of code to render and with much more complex structures. Today, websites are more than just static pages. The downfall of SSR came when the websites were not all about allowing the user to perform actions and receive a response for their action. That is why developers shifted the ever-growing method of rendering web pages on the client-side. But, here are the questions- Is SSR still relevant? If yes, where to use it. the best approach for you? Server-Side Rendering In SSR, when the user makes a request to the webpage, the server prepares the HTML page by fetching the required data from the database and sends to the user's machine over the internet. Then the browser presents all the requested actions on the user UI. All these processes of fetching data from the database to creating an HTML page and sending it to the client are done in mere milliseconds. This method is viable if all your website need is to display images/ texts, links to click, and is more on the static side. In server-side rendered pages, it is common to use snippets of jQuery to add user interactivity to each page. However, when building large apps, just jQuery is insufficient. After all, jQuery is primarily a library for DOM manipulation and it's not a framework; it does not define a clear structure and organization for your app. Client-Side Rendering Developers are approaching CSR as modern-day development is mostly about JS libraries and frameworks. The popularity of modern-age JS shifted all the attention to CSR. Client-side rendering means that a websiteโs JavaScript is rendered in your browser, rather than on the websiteโs server. So now, instead of getting all the content from the HTML doc, only the required HTML with the JS files will be rendered. The rendering time for the first upload is a bit slow. However, the next page loads will be very fast as we don't have to wait for every page render. Moreover, there is no need to reload the entire UI after every call to the server. The client-side framework manages to update UI with changed data by re-rendering only that particular DOM element. Also, a clear client-server separation scales better for larger engineering teams, as the client and server code can be developed and released independently. This is especially so at Grab when we have multiple client apps hitting the same API server. For more clear view let's see some benefits and downside of both rendering methods- Benefits of SSR - The initial page of the website load is faster as there are fewer codes to render. Good for minimal and static sites. Search engines can crawl the site for better SEO. Downsides of SSR - the site interactions are less. Slow page rendering. Full UI reloads. Frequent server requests. Benefits of CSR - The app feels more responsive and users do not see the flash between page navigations due to full-page refreshes. Fewer HTTP requests are made to the server, as the same assets do not have to be downloaded again for each page load. Clear separation of the concerns between the client and the server; you can easily build new clients for different platforms (e.g. mobile, chatbots, smartwatches) without having to modify the server code. You can also modify the technology stack on the client and server independently, as long as the API contract is not broken. Downsides of CSR - Heavier initial page load due to loading of the framework, app code, and assets required for multiple pages. There's an additional step to be done on your server which is to configure it to route all requests to a single entry point and allow client-side routing to take over from there. In most cases, requires an external library. All search engines execute JavaScript during crawling, and they may see empty content on your page. This inadvertently hurts the Search Engine Optimization (SEO) of your app. However, most of the time, when you are building apps, SEO is not the most important factor, as not all the content needs to be indexable by search engines. To overcome this, you can either server-side render your app or use services such as Prerender to "render your javascript in a browser, save the static HTML, and return that to the crawlers". When to use server-side rendering An application has a very simple UI with fewer pages/features An application has less dynamic data Read preference of the site is more than write The focus is not on rich sites and has few users When to use client-side rendering An application has a very complex UI with many pages/features An application has large and dynamic data Write preference of the site is more than reading The focus is on rich sites and a huge number of users The rendering method totally depends on the requirements and the UX plan of the client. The final call is yours whether to use SSR or CSR. I hope this article helped you to understand the basic concepts of rendering practice. Thank You for reading till the end! Top comments (8) Subscribe Personal Trusted User Create template Templates let you quickly answer FAQs or store snippets for re-use. Submit Preview Dismiss Collapse Expand neoan neoan neoan Follow Passionate generalist conquering the web one project at a time. Whether authoring libraries for node, JS, PHP, or Rust, I am always on the lookout for better solutions to common problems. Location USA Work Lead Developer & Co-founder at corpscrypt, CTO at REtech Joined Oct 1, 2019 • Nov 2 '21 Dropdown menu Copy link Hide So much to be said here in order to clear up potential misunderstandings for beginners: When deciding which technique to use, the amount of pages is not relevant. If at all, it's the other way around: the more routes your app has, the more likely SSR it the better choice. But let's look at the real why: how important is SEO? If you have an online shop or blog, the answer is probably "very important", as you depend on organic hits. If your app is about user-2-user communication (chats, private communities, etc) then the answer is probably "not so much, as the relevant content is individual. That said, most online shops even with thousands of products usually go for SSR. About history: there wasn't ever a "downfall" of SSR. SPAs simply created a new possibility and this possibly often makes more sense, and often it doesn't. Deciding when to use a fork and when to use a spoon doesn't say anything about whether or not a spoon is better than a fork. In the same way, there isn't any relationship between jQuery and SSR. This must be very confusing to read for the beginner. What OP likely meant was that we didn't have much else historically. But ask yourself why routers are always separate packages in JS frameworks. It's because it's perfectly fine to use Vue or React with SSR. Lastly, we should not forget about the impact technologies like PWA bring to this decision. Fetching and caching sites completely changes pros and cons and considerations to take. There is a huge need for SSR which can be seen when looking at technologies like next, nuxt and co. The truth is that devs tend to prefer CSR for various reasons and therefore are inclined to use it even if it's not the best choice for the task at hand. Like comment: Like comment: 17 likes Like Comment button Reply Collapse Expand Kavya Mekala Kavya Mekala Kavya Mekala Follow Joined Sep 17, 2022 • Sep 17 '22 Dropdown menu Copy link Hide can we use react for server side rendering? Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand Joes Joes Joes Follow Joined Aug 18, 2024 • Sep 13 '24 • Edited on Sep 13 • Edited Dropdown menu Copy link Hide Yes you can use React for server-side rendering .. React is typically used for client-side rendering, but it has built-in capabilities for ssr through libraries like next js or ReactDomServe Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand Safin Ghoghabori Safin Ghoghabori Safin Ghoghabori Follow Full-stack dev Location India Education MCA Joined Oct 8, 2019 • Sep 22 '22 Dropdown menu Copy link Hide Yes you can. React supports SSR! Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand Safin Ghoghabori Safin Ghoghabori Safin Ghoghabori Follow Full-stack dev Location India Education MCA Joined Oct 8, 2019 • Sep 22 '22 Dropdown menu Copy link Hide Amazing article. Thanks a lot.... @codewithtee Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand Shirene Kadkhodai Boyd Shirene Kadkhodai Boyd Shirene Kadkhodai Boyd Follow Education Thinkful Bootcamp Joined Feb 14, 2022 • Mar 31 '22 Dropdown menu Copy link Hide This was a very informative article and I feel like I better understand the differences! Thank you Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand programmingprobie programmingprobie programmingprobie Follow Scenario 7 Joined Dec 31, 2021 • Jul 24 '22 • Edited on Jul 24 • Edited Dropdown menu Copy link Hide For Server Side rendering have a look at HTMX (htmx.org) (gives you the feel of an SPA) Like comment: Like comment: 2 likes Like Comment button Reply Collapse Expand Ryan Neil Ryan Neil Ryan Neil Follow Location Hilo, HI Education University of California, Berkeley Work Fullstack Software Engineer Joined Nov 10, 2020 • Nov 2 '21 Dropdown menu Copy link Hide Great read! Thanks! 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 Tabassum Khanum Follow I write about web development, my coding journey, art, books, and sometimes lame shits๐ Follow to learn Together !๐ Location India Pronouns She/Her Joined Mar 18, 2021 More from Tabassum Khanum Thrashing - One Byte Explainer # devchallenge # cschallenge # computerscience # beginners WebRTC in Just One Byte # frontendchallenge # devchallenge # javascript # beginners Day 5: Apni Canteen-Food Delivery App Using React Native And Sanity # reactn # javascript # react # beginners ๐ 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 โ 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 โ the open source software that powers DEV and other inclusive communities. Made with love and Ruby on Rails . DEV Community © 2016 - 2026. We're a place where coders share, stay up-to-date and grow their careers. Log in Create account | 2026-01-13T08:48:15 |
https://docs.midnight.network/develop/tutorial/creating/ | Create a new DApp | Midnight Docs Skip to main content Docs Compact Academy Blog Release Notes AI search Search Environment Testnet-02 Get started Installation Create an MN App Deploy an MN app Interact with an MN app What is Midnight Concepts Build Tutorials Build using an example Build from scratch Bulletin board scenario Bulletin board contract Bulletin board DApp Midnight test environment DApp updatability How to Operate Validate API documentation Troubleshooting Contribute Release notes Glossary Dev diaries Build Tutorials Build from scratch Explore withโฆ โพ Create a new DApp Learn how to: Write a contract that works with both public and private data Fill in the missing parts of the DApp code, to create a complete and working DApp Run a Midnight node that is disconnected from the Midnight Testnet, for testing purposes Switch from a test configuration to a production configuration and use your new DApp on Testnet. Edit this page Last updated on Jan 5, 2026 Previous The counter DApp Next Bulletin board scenario ยฉ 2026 Input Output Global, Inc. All Rights Reserved. Resources Midnight Foundation Glacier Drop Careers Legal Cookie Policy Privacy Policy Terms and Conditions Social | 2026-01-13T08:48:15 |
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