TechniqueRLHF / Alignment1 recent entries5 Oct 2026ReviewBench: An open benchmark for AI code reviewWe’re launching ReviewBench, a benchmark for code review agents built on representative GitHub pull requests, multi-source ground truth, calibrated evaluation, and production-aligned metrics. The post
TechniqueRAG1 recent entries18 Sept 2026Should you read the code, is RAG dead, and did Skills kill MCP?We dive into these questions and other AI hot takes on the latest episode of the GitHub Podcast. The post Should you read the code, is RAG dead, and did Skills kill MCP? appeared first on The GitHub B
TechniqueAgents8 recent entries10 Sept 2026GitHub Copilot app for Beginners: Using the diff, terminal, and browserChecking agent-generated code usually means hopping between tabs. Learn how to view diffs, run terminal commands, and preview web apps side by side in the GitHub Copilot app. The post GitHub Copilot a→17 Sept 2026Migrating the GitHub Copilot runtime to Rust, using CopilotA rewrite this size wasn't affordable before agents. Here's what porting the Copilot agent runtime to 800,000 lines of production Rust actually took. The post Migrating the GitHub Copilot runtime to R→18 Sept 2026Should you read the code, is RAG dead, and did Skills kill MCP?We dive into these questions and other AI hot takes on the latest episode of the GitHub Podcast. The post Should you read the code, is RAG dead, and did Skills kill MCP? appeared first on The GitHub B→24 Sept 2026AI-powered fuzzing with the GitHub Security Lab Taskflow AgentIn this blog post, I explain how to use the new fuzzing taskflow based on the GitHub Security Lab Taskflow Agent AI framework. The post AI-powered fuzzing with the GitHub Security Lab Taskflow Agent a→25 Sept 2026GitHub Copilot app for Beginners: How to build custom workflows with canvasesDescribe the interface you need in plain English, then let the agent build a live surface you can both use and update—so you spend less time adapting to tools and more time getting work done. The post→2 Oct 2026AI is rewriting the developer career ladder. Here’s how to stand out.Learn three ways to get noticed and grow your career as AI reshapes how developers build software. The post AI is rewriting the developer career ladder. Here’s how to stand out. appeared first on The →5 Oct 2026ReviewBench: An open benchmark for AI code reviewWe’re launching ReviewBench, a benchmark for code review agents built on representative GitHub pull requests, multi-source ground truth, calibrated evaluation, and production-aligned metrics. The post→12 Oct 2026GitHub Copilot app for Beginners: How to teach Copilot about your codebaseLearn how to add custom instructions and skills to your repository, use custom agents, and connect MCP servers like Playwright. The post GitHub Copilot app for Beginners: How to teach Copilot about yo
TechniqueSafety1 recent entries22 Jul 2026Copilot vs. raw API access: What are you actually paying for?Copilot now bills usage at listed API rates. Compare direct model access with the coding workflow, policy, and harness work around it. The post Copilot vs. raw API access: What are you actually paying