agents
fact
bullish
EvoLib can be applied to any black-box language models and AI systems deployed through APIs because it does not require model updates
Microsoft Research30 Jul 2026
https://www.microsoft.com/en-us/research/blog/evolib-turning-experience-into-evolving-knowledge/