出典リンク一覧 本日のトップニュース • How to build interactive experiences with canvases (https://github.blog/ai-and-ml/github-copilot/how-to-build-interactive-experiences-with-canvases/) • An AI system helped Pakistani judges clear massive backlogs at $38.50 return per dollar invested (https://the-decoder.com/an-ai-system-helped-pakistani-judges-clear-massive-backlogs-at-38-50-return-per-dollar-invested/) • Apply for Anthropic’s AI for Science rare disease research grants (https://www.anthropic.com/news/rare-disease-research-grants)
注目の深掘り • Gemini 3.6 Flash is now available in GitHub Copilot (https://github.blog/changelog/2026-07-21-gemini-3-6-flash-is-now-available-in-github-copilot) • Gemini 3.6 Flash is now available in GitHub Copilot (https://github.blog/changelog/2026-07-17-github-copilot-app-now-available-in-the-usage-metrics-api) • Gemini 3.6 Flash is now available in GitHub Copilot (https://github.blog/changelog/2026-07-14-security-reviews-now-available-in-the-github-copilot-app)
小ネタ・その他 • Beyond grep: The case for a context-rich AI coding harness (https://arstechnica.com/ai/2026/07/beyond-grep-the-case-for-a-context-rich-ai-coding-harness/) • Async React時代の宣言的UI 3: useActionStateでユーザーの操作を妨げないUXを作る (https://zenn.dev/uhyo/articles/async-react-action-queue)
