Evolve Your AI Agent Without Gradients: EvoTest

A new system from Microsoft Research shows how EvoTest evolves an agent's entire configuration using narrative transcript analysis, outperforming gradient-based and reflection methods.
Arxiv: https://arxiv.org/pdf/2510.13220
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