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

AI agents turn one request into about 20. Kubernetes is evolving to handle it.

10.16

Welcome to another edition of Road to KubeCon , where we’re tracking interesting movements in the cloud-native and Kubernetes ecosystem as we count down the days to KubeCon + CloudNativeCon NA 2026…

Agents & vibe coding

Read at The New Stack ↗

One letter a week, starting soon.

Latest

AI agents turn one request into about 20. Kubernetes is evolving to handle it.

Related

GitHubEmployees are vibe-coding their own apps. Cloudflare open-sources Void to give IT a handle on them The New Stack

GitHub“Developers are paying frontier prices for amnesia”: Uvi wants to stop the agent relearning brain drain The New Stack

ResearchGrounding AI agents in biological reality: Building blocks for autonomous wet labs Google Research

SiliconCode, Test, and Deploy on One Machine with NVIDIA RTX Spark NVIDIA Technical Blog

LabsArchitecting autonomy: A design pattern for high-compute, governed agents in biotech Google Cloud AI

LabsFour evaluation engineering lessons learned from building agent plugins Google Cloud AI