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AI Agent Reproducibility: The Second Run Is Not the First Run

This story is from 2026-08-28. It is preserved in the archive; the latest stories are on the live feed.

On 23 April 2026, a study of 1,140 agent traces put a plain question to six production-grade models: run the same agent on the same task twice, and does it do the same thing? Abel Yagubyan's answer is that agents usually pick the same tools in the same order — and when they don't, the split happens…

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  1. 2026-08-28 18:17 · DEV Community — AI
    AI Agent Reproducibility: The Second Run Is Not the First Run

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