…Always review agent output AI-generated fixes are not always correct. Coding agents can produce incomplete patches, miss edge cases, or suggest changes that introduce new issues. Always review the pull request…
…what to look for, where issues hide, and how to catch technical debt before it ships. AI & ML Validating agentic behavior when “correct” isn’t deterministic How to build the “Trust Layer…
…copilot May.20 Improvement Auto model selection now routes based on your task in VS Code copilot May.20 Release Semantic issue search in Copilot Chat copilot projects & issues Back to top
…Smarter search In April 2026, semantic search for GitHub Issues reached general availability. Users can now describe what they’re looking for in natural language and find conceptually related results, reducing cognitive…
…based on your task in VS Code copilot May.20 Release Semantic issue search in Copilot Chat copilot projects & issues May.19 Improvement Easily apply Copilot code review feedback with Copilot cloud…
…what to look for, where issues hide, and how to catch technical debt before it ships. AI & ML Register now for OpenClaw: After Hours @ GitHub OpenClaw builders will gather at GitHub HQ…
…For every new helper or utility in an agent pull request, do a quick search. If you find an equivalent, don’t leave a comment. Require consolidation before merge. The cost of…
…Code referencing now generally available in GitHub Copilot and with Microsoft Azure AI Announcing the general availability of code referencing in GitHub Copilot and Microsoft Azure AI, allowing developers to permit code…
Back to changelog Agent skills are reshaping how developers work with AI coding agents. Today we’re launching gh skill , a new command in the GitHub CLI that makes it easy to…
…what to look for, where issues hide, and how to catch technical debt before it ships. AI & ML Validating agentic behavior when “correct” isn’t deterministic How to build the “Trust Layer…