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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.

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TechNodeAsia

DeepSeek team open-sources proactive coding agent research prototype

11.02

DeepSeek’s Harness team has open-sourced dsh-superagent, a research prototype that receives development requests through GitHub and optionally Feishu, works on them in separate sessions, and returns…

Models & releases Agents & vibe coding Open weights

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DeepSeek team open-sources proactive coding agent research prototype

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