Real-world engineering challenges: building Cursor
Cursor is an AI-powered IDE which seems the most loved among engineers. In a survey we ran last year, Cursor was the most common answer to the question “what is your favorite editor with GenAI features that help with your work?”. Anysphere is the startup behind Cursor, founded in 2022, with the first version of Cursor released two years ago, in March 2023. Last week, Anysphere shared they’d raised
Aider LLM Leaderboards
Aider LLM Leaderboards Aider works best with LLMs which are good at editing code, not just good at writing code. To evaluate an LLM’s editing skill, aider uses benchmarks that assess a model’s ability to consistently follow the system prompt to successfully edit code. The leaderboards report the results from a number of popular LLMs. While aider can connect to almost any LLM, it works best with mo
GitHub Actions token integration now generally available in GitHub Models · GitHub Changelog
AI & MLLearn about artificial intelligence and machine learning across the GitHub ecosystem and the wider industry. Generative AILearn how to build with generative AI. GitHub CopilotChange how you work with GitHub Copilot. LLMsEverything developers need to know about LLMs. Machine learningMachine learning tips, tricks, and best practices. How AI code generation worksExplore the capabilities and be
Accelerating Large-Scale Test Migration with LLMs
By: Charles Covey-Brandt Airbnb recently completed our first large-scale, LLM-driven code migration, updating nearly 3.5K React component test files from Enzyme to use React Testing Library (RTL) instead. We’d originally estimated this would take 1.5 years of engineering time to do by hand, but — using a combination of frontier models and robust automation — we finished the entire migration in jus
Customize chat responses in VS Code
Copilot can provide you with responses that match your coding practices and project requirements if you give it the right context. Custom instructions enable you to define and automatically apply the guidelines and rules for tasks like generating code, or performing code reviews. Prompt files let you craft complete chat prompts in Markdown files, which you can then reference in chat or share with
AI支援プログラミング
要件、計画、設計、コーディング、デバッグ、テスト、文書化など、コード作成の全段階でAI開発ツールを活用する方法について、実践的なアドバイスを得ることができる。本書では、初心者から経験豊富な開発者まで、一般化LLM（ChatGPT、Gemini、Claude）からコードに特化したシステム（GitHub Copilot、Tabnine、Cursor、Amazon CodeWhisperer）まで、幅広いツールの使い方を学ぶことができる。 また、テキストから画像への生成など、より特殊化した生成AIツールについても学ぶことができる。 著者のTom Taulli氏は、プロンプトがAI生成コードを作成する方法と効果的に整合する、モジュール式プログラミングの方法論を提供している。このガイドでは、プログラミング言語の学習、コードの説明、ある言語から別の言語へのコード変換のために、一般化LLMを使用する最良
MCP Server
Frequently Asked QuestionsFrequently Asked Questions about MCP Servers
「見えないプロンプトインジェクション」でLLMの出力が操作される手口を解説 | トレンドマイクロ
オンプレミスからクラウドへの移行をはじめ、ハイブリッドクラウド環境をシームレスに保護しながら、クラウドの利点を実現します。 詳しくはこちら
Mastra.ai
Th Mar 27, 9am PT Build and Deploy an AI Agent with Mastra The TypeScript Agent FrameworkFrom the team that brought you Gatsby: prototype and productionize AI features with a modern Javascript stack.
Cognition | Announcing: The Devin Open Source Initiative
Devin is now generally available Get started Devin is available now /blog Announcing: The Devin Open Source Initiative December 12, 2024 by The Cognition Team Today we are announcing the Devin Open Source Initiative. As part of Devin’s general availability launch, we’re giving selected open source maintainers 500 free ACUs on a Devin Teams plan. Sign up now at app.devin.ai and reach out to us at o
Copilot Language Server SDK is now available · GitHub Changelog
AI & MLLearn about artificial intelligence and machine learning across the GitHub ecosystem and the wider industry. Generative AILearn how to build with generative AI. GitHub CopilotChange how you work with GitHub Copilot. LLMsEverything developers need to know about LLMs. Machine learningMachine learning tips, tricks, and best practices. How AI code generation worksExplore the capabilities and be
Junie, the coding agent by JetBrains
Delegate your tasks, focus on the results
Adding custom instructions for GitHub Copilot - GitHub Docs
About custom instructions for GitHub Copilot GitHub Copilot can provide chat responses that are tailored to the way your team works, the tools you use, or the specifics of your project, if you provide it with enough context to do so. Instead of repeatedly adding this contextual detail to your chat questions, you can create a file that automatically adds this information for you. The additional inf
Easily Ask Your LLM Coding Questions
My new favorite thing is GitHub but replace the G with a U, uithub Instant 1 shot copy paste a repo to LLm — Nick Dobos @NickADobos October 4th, 2024 i pass github repo links to cursor a lot when I need help setting something up, but it only reads the readme file until i found this tool: http://uithub.com just change the g to a u in the url and you have a full repo context: https://uithub.com/ralp
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GitHub - actions/ai-inference: An action for calling AI models with GitHub Models
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