Jia Yangqing: agent fleet tops ClickBench and concurrent QPS, engine to be open-sourced

jiayq · x · 2026-10-15

Jia Yangqing shares lessons from letting an agent fleet compete on ClickBench: they stripped out any benchmark-specific optimizations ("AI feature creeps"), with reviewer agents removing special-case hacks. When ClickBench later added a concurrent QPS measure the fleet never targeted, their entry ranked first there too. Key takeaway: as agents get more capable, the surrounding infrastructure becomes the main limit on iteration speed, and letting the fleet develop its own methodology paid off. The engine will be open-sourced.

Related event: jiayq's Autonomous Agent Fleet Tops ClickBench, Engine to Be Open-Sourced(6 posts)→

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