Vibe CodingGemini 3.1 Pro Now in GitHub Copilot — 35% Better Engineering AccuracyGitHub Changelog·medium signalXBlueskyLinkedInCopy linkGemini 3.1 Pro available in public preview across all Copilot tiers. 35% higher accuracy vs Gemini 2.5 Pro. Fewer tool calls per benchmark.SourceSource pageGitHub Changelog↳ Follow the threadShared entity / Stack layerPydantic AI 2.42.0 adds a first-class provider for GitHub Copilot's OpenAI-compatible APIGitHubPolicy dependency / Stack layerGitHub Code Quality lets you hand 25 findings to Copilot in one action and get a PR backGitHub ChangelogStack layer / Threat pattern16% of 3,171 public agent-harness setups carry a confirmed security defect, and 3.8% ship a skill that pre-approves your shellarXivStack layerGitHub made enterprise-managed permissions for Copilot agent operations generally availableGitHub ChangelogThreat patternGitHub can now block a pull request from merging while it has open secret scanning alertsGitHub ChangelogStack layer / ContrastalphaXiv shipped OpenResearch, a Rust runner for parallel research agents across any modelGitHub TrendingStack layer / Threat patternblock/goose 1.50.0 deletes fast model routing and the managed model registry for local inferenceGitHubStack layer / Threat patternRAGFlow 0.27.2 rewrites its Agentic RAG retrieval framework and patches a starlette CVEGitHub