Signal of the week

Agents & vibe coding · 119 stories, +97 vs last week

Agents & vibe coding: 119 stories in seven days, +97 on the week before.

LabsBuild zero-trust AI agents that judge intent, not just syntax Google Developers Blog

LabsAutonomous LLM post-training with Tunix on TPUs Google Developers Blog

Latest

Sakana AIJapanInside Sakana AI’s Product Team

September 16

The Information

The InformationValleyAI Agent Startup Instinct in Talks for $10 Billion Valuation The startup behind personal AI assistant Instinct is in talks to raise $1 billion at a valuation of about $10 billion, a person with knowledge of the deal said. The Information reported earlier this month that the startu

September 16

Tech in AsiaAsiaGoogle launches Gemini 3.8 Live voice AI models The models can switch between 97 languages mid-conversation.

September 16

GitHub Trending (daily)GitHubJustVugg/colibri

September 16

GitHub Trending (daily)GitHubalibaba/open-code-review

September 16

GitHub Trending (daily)GitHubmultimodal-art-projection/YuE

September 16

GitHub Trending (weekly)GitHubayghri/i-have-adhd

September 16

GitHub Trending (weekly)GitHubbilawalsidhu/gods-eye-view

September 16

GitHub Trending (weekly)GitHubaffaan-m/ECC

September 16

Google Developers BlogLabsBuild zero-trust AI agents that judge intent, not just syntax This blog post explores how to transition AI agents from static, build-time security controls to dynamic runtime governance using the Gemini Enterprise Agent Platform. It highlights three primary managed defenses: Model

September 16

Google Developers BlogLabsAutonomous LLM post-training with Tunix on TPUs Imagine going to sleep after writing a single Markdown specification and waking up to find that an A...

September 16

Google Developers BlogLabsThe Anatomy of Harness Engineering: How to Evaluate, Iterate, and Guard AI Coding Agents While end-to-end benchmarks like SWE-bench provide broad performance scores for AI agents, they are often expensive, slow, and lack the root-cause diagnostics needed to explain exactly where an agent's logic broke down.

September 16

Accept All is a magazine, a radar and a diary about artificial intelligence and the craft of code — read from Tokyo, for people who build.

The name is the button. Code is written by agents now and reviewed by a human thumb that hovers over Accept all a hundred times a day; the whole question of this decade is what, exactly, you just accepted. So we read the diff. A magazine, because every week one model, one tool or one idea is worth reading about slowly. A radar, because we count what the labs, the Valley, GitHub and the chip makers are talking about — releases, agents, open weights, compute, funding, rules — and show it as it moves. A diary, because a seal is set each day in that day's colour, and the days add up.

We read the research labs' own posts, the American and European tech press, the Japanese and Chinese developer sites and the newsletters people actually forward, and bring it together in English and Japanese. Everything here links back to the people who wrote it; the images belong to their authors.

Accept All will keep changing. New sources, new signals, new ways of looking — a little better each week, never finished. If something here made you open a terminal, that is enough.

Thank you for reading. ありがとうございます。