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DeepSeek Harness team proposes event-driven Router/Worker super-agent design

1 article1 sourcesince Oct 31Last article 2h ago ·

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The DeepSeek Harness team has shared an engineering discussion proposing a "super-agent" design, which meng shao posted on X on October 31, 2026.

The team argues that single-task agents are already strong and that the bottleneck is how many sessions a person can track at once. The proposed design uses a two-layer Router and Worker structure, event-driven triggers, asynchronous ReAct, and cloud loops paired with a local daemon.

In a synthetic test reported by the team, the super-agent finished tasks in about 12.4 minutes at p50 and 15.7 minutes at p95. A single-session setup took about 29.5 minutes at p95. The test is synthetic, and the post does not describe a production deployment.

Written by AI from the articles below · updated Oct 31, 10:51 AM ET

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Latest developmentOct 31, 10:41 AM ET
DeepSeek Harness team proposes a super-agent design for more autonomous agent systems

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Oct 31
  1. meng shaoX
    DeepSeek Harness team proposes a super-agent design for more autonomous agent systems

    AIA DeepSeek Harness team engineering discussion, shared by meng shao, argues that single-task agents are already strong and the bottleneck is how many sessions a person can track at once. The proposed super-agent uses a two-layer Router and Worker design, event-driven triggers, asynchronous ReAct, and cloud loops with a local daemon. A synthetic test reported p50 and p95 completion times of about 12.4 and 15.7 minutes for the super-agent, versus about 29.5 minutes for a single-session setup at p95.

    Image from @shao__meng's post

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