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

vLLM BlogTools

DeepSeek-V4.1-Flash on vLLM: 5x Agentic Throughput Since Day 0

10.07

Within three weeks of release, vLLM made DeepSeek-V4.1-Flash 1.9x faster at low concurrency and lifted its throughput 5x on SemiAnalysis AgentX, with SWA bounded replay, CUDA graphs, DeepSeek's new…

Models & releases Agents & vibe coding Open weights deepseek performance kernels

Read at vLLM Blog ↗

One letter a week, starting soon.

Latest

DeepSeek-V4.1-Flash on vLLM: 5x Agentic Throughput Since Day 0

Related

ToolsOpen-sourcing evals for open-weight agents Cline Blog

EuropeIntroducing Mistral Large 4 Mistral AI

GitHubDeepSeek-Reasonix: How a poisoned config can hijack an AI coding agent GitLab Blog

LabsPower your agents: Gemini 3.8 Live with Live Avatar is now generally available Google Cloud AI

EuropeDeepL is now available in Microsoft Copilot, ChatGPT and Claude via MCP DeepL Blog

LabsTransformers now runs llama.cpp quants Hugging Face Blog