Systems optimization should be part of CI/CD

https://ucbskyadrs.github.io/blog/levi/

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LEVI: Better ADRS Results at a Fraction of the Cost | ADRS — AI-Driven Research for Systems

Algorithmic discovery frameworks like OpenEvolve and GEPA have shown that AI-Driven Research for Systems (ADRS) can produce strong algorithms. But today's frameworks are too expensive for where ADRS should go next. LEVI is a framework built around lowering the cost of algorithmic discovery, getting stronger ADRS results at roughly 3–7× cheaper than baselines.

ADRS — AI-Driven Research for Systems