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I ran the same multi-agent experiment twice. Half the conclusions flipped.

In August I ran a controlled experiment on my open-source multi-agent pipeline: the same task, done by 1, 4 or 6 agents, 30 runs each. The result was tidy. Four agents looked like the sweet spot : half the cost of six, and clearly better reports than one. In October I reran it with the same preregi…

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  1. 2026-11-03 23:27 · DEV Community — AI
    I ran the same multi-agent experiment twice. Half the conclusions flipped.

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