Agent fleet landed 93 workflow changes, doubling daily experiments and cutting them 16h to 2.5h

jiayq · x · 2026-10-15

jiayq details how their agent fleet recursively improved its own process during ClickBench optimization: 397 proposed experiments, each with a design, independent review, correctness gates, and timing against the best build; 98 improved, 289 retired with written reasons, all logged in a shared record. An operations team of agents landed 93 workflow changes — after the biggest one (a quick check retiring weak ideas early), daily experiments nearly doubled and median experiment time dropped from 16h to 2.5h.

Related event: Autonomous Agent Fleet Takes First Place on ClickBench, 1.2x Faster Than Runner-Up(5 posts)→

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