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

The Decoder

Perplexity now has its own always-on AI agent

11.06

Perplexity is launching "Teammates," always-on agents that work through ongoing projects on their own virtual machines.

Agents & vibe coding

Read at The Decoder ↗

One letter a week, starting soon.

Latest

Perplexity now has its own always-on AI agent

Related

No AI agent scores above 12 percent on SemiAnalysis' new real-world work benchmark The Decoder

LabsExtend Claude Code to remote sessions on Amazon Bedrock AgentCore with security controls AWS Machine Learning

ValleyHow Akai and Moog are embracing vibe-coded mods The Verge AI

JapanClaude Codeに「サブエージェントを使って」と書くのはやめよう。288回測ったら見つかる量は同じでコストだけ最大221%増えた Qiita (LLM)

Toolsb12173 llama.cpp releases

ToolsAgents Are Going Async LangChain