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

AWS Machine LearningLabs

Extending public sector intelligence with Agentforce and AWS

September 22

Public sector agencies process large volumes of unstructured evidence, such as body camera footage, surveillance video, and scanned documents, that require extracting insights before anyone can act…

Agents & vibe coding

Read at AWS Machine Learning ↗

One letter a week, in your inbox.

Latest

Extending public sector intelligence with Agentforce and AWS

Related

LabsHow Benchling secured multi-tenant AI agents with Amazon Bedrock AgentCore AWS Machine Learning

LabsMigrating multi-model AI agents to Amazon Bedrock AgentCore runtime AWS Machine Learning

LabsThe new AgentCore runtime: Elastic, optimized, and consistently fast starts AWS Machine Learning

LabsDeploy Hugging Face models on Amazon SageMaker AI with coding agents AWS Machine Learning

SiliconWhy Read a Research Paper When You Can Turn It Into an AI Agent? IEEE Spectrum AI

ToolsIntroducing Worker Previews: Isolated preview environments for every change your agent makes Cloudflare Blog