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 a hundred and forty 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

The New StackGitHub

One engineer shipped 2,000 PRs a month to production. Verification is the key.

September 19

Lauren Tan, an engineer on the Grok team at SpaceXAI, who previously worked at Cursor and Meta, recently published a guide to her personal agent workflow: pstack.

Agents & vibe coding

Read at The New Stack ↗

One letter a week, in your inbox.

Latest

One engineer shipped 2,000 PRs a month to production. Verification is the key.

Related

GitHubYour agent is only as good as your infrastructure The New Stack

GitHubGitHub and Anthropic used their own agents for major Rust rewrites — but with very different playbooks The New Stack

GitHubAnthropic’s new Claude Code feature could drain your plan before lunch The New Stack

GitHubPerplexity’s AI agents helped build a database. They weren’t allowed to run it. The New Stack

GitHub“Everyone’s in a race to replace GitHub”: Zed launches Delta because agents made pull requests obsolete The New Stack

GitHubOpenAI president: “The computer should be there to empower you.” So stop retooling software for AI agents The New Stack