DeepSeek's Super-agent blueprint meets AFKAI's Comma: one session, router plus many workers

量子位 · wechat · 2026-11-07

After DeepSeek's Harness team published its Super-agent vision, the Silicon Valley Chinese team AFKAI's product Comma drew attention for converging on the same architecture months earlier. Shared diagnosis: humans can only track 3–5 active sessions while agent concurrency scales unbounded. Shared design: a single persistent conversation where a Router orchestrates context-isolated Workers in parallel — continuous, efficient, proactive, persistent. Comma specifics: cross-app execution via its Salix runtime (WeChat, Signal, iMessage, Linear; Linear issues can flow back to Comma), 24/7 proactive watch even when the client is closed, long-term memory kept outside model context, and continual learning that distills human corrections into small models upgraded monthly. Timeline: Bridge (predecessor) launched April 28, 2026 with LeadAgent + Subagents; open-sourced Sept 30, with Lean-formalized safety mechanisms. Anthropic's similar Claude Tag arrived 20 days after the fixed-router mechanism.

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