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

Augment CodeTools

Agents can now run the full SDLC in Cosmos. What do engineers do?

06.15

Last month I opened a roughly 1,000-line PR. The colleague I asked to review it looked at it and said, “Okay, give me 45 minutes.

Agents & vibe coding

Read at Augment Code ↗

One letter a week, starting soon.

Latest

Agents can now run the full SDLC in Cosmos. What do engineers do?

Related

ToolsOpus 4.7 for 33% less: How Auggie beats Claude Code on cost and quality Augment Code

ToolsWe don't need more agents. We need a better system. So we built one. Augment Code

ToolsKarpathy skills on OpenClaw: agents don't write better code. But they do it more efficiently. Augment Code

ToolsA good AGENTS.md is a model upgrade. A bad one is worse than no docs at all. Augment Code

VoicesZero Trust for AI Agents Practical AI

ToolsCustomize Replit Agent with Skills & Custom Instructions Replit Blog