The name is the button.

An agent writes the code now, and a human thumb hovers over Accept all a hundred times a day. The honest question of this decade is what, exactly, you just accepted. So I read the diff.

Eight years as a backend engineer in Stockholm, back in Tokyo since 2023, and I still ship something small most nights, usually badly. My one rule: the only real review of a model is the thing you built with it. That is why there is no leaderboard on this site.

Around two hundred sources come through — the labs' own posts, the papers, the tools, the runtimes and languages nobody is watching yet, the chip under the demo, and the newsletters people actually forward. What is moving gets counted so the week reads at a glance, and every few days I explain one mechanism in plain words.

A story here is a headline, a short excerpt, one image and the link to whoever wrote it. We never reproduce the post; the images belong to their authors. A post written in Japanese appears in Japanese, exactly as it was published, and the link goes to the original.

— Yuki Halvorsen, Tokyo

← Accept All Archive

GitHub BlogGitHub

Beyond code generation: A developer’s guide to agentic engineering

11.06

This October, GitHub saw more than 1.2 billion commits in one week—over 400% more than a year earlier. This is more commits than GitHub received in all of 2025.

Agents & vibe coding

Read at GitHub Blog ↗

One letter a week, starting soon.

Latest

Beyond code generation: A developer’s guide to agentic engineering

Related

GitHubOctoverse: Commits, pushes, reach new highs in 2026 as developers build with agents GitHub Blog

GitHubThe bridge to agent-scale Git infrastructure GitHub Blog

GitHubHow 3 Java Champions are using GitHub Copilot for increased productivity GitHub Blog

GitHubGitHub Copilot weekly releases — November 2 GitHub Changelog

ToolsChat SDK agents can now stream generative UI with json-render Vercel Blog

Ripple-65B Preview delivers strong agentic coding results as a fully Apache 2.0 open US model The Decoder