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

Building an Agentic AI Platform on Amazon Bedrock AgentCore

10.28

If you’ve tried to get an agent into production, the model and tool use are not the blocker. The main bottleneck is everything around them: how many teams can build within a secure environment, which…

Agents & vibe coding

Read at AWS Machine Learning ↗

One letter a week, starting soon.

Latest

Building an Agentic AI Platform on Amazon Bedrock AgentCore

Related

LabsAccelerating software delivery with agentic QA automation using Amazon Nova Act – Part 3 AWS Machine Learning

LabsGroundhog Day for AI agents: Prompt caching patterns for using OpenAI models on Amazon Bedrock AWS Machine Learning

LabsBuild agentic retrieval on a Managed Amazon Bedrock Knowledge Base with CDK AWS Machine Learning

LabsWe’re redefining the SDLC for the agentic era. Lots of GitHub updates this morning at Universe [ Microsoft Source

GitHubGoogle just handed its rivals the keys to Android The New Stack

ToolsHow to Build Proactive, Always-On Agents with the Schedules SDK in Managed Deep Agents LangChain