gepa-optimize-anything
by gepa-ai3 months agoAutomatically improve any text artifact that can be scored — prompts, programs/code, configs, specs, regex/SQL/schemas, agent scaffolds, or encoded search solutions — with optimize_anything, an LLM-driven optimization API: a search backend repeatedly proposes better versions from execution feedback and an evaluator you provide assigns the score (an objective metric or an LLM-as-judge for subjective tasks). optimize_anything is one interface across several optimizer backends — GEPA (reflective evolutionary search, the default), AutoResearch, MetaHarness — plus a best-of-N baseline: write the evaluator once and switch backend with a single argument. Use whenever a task needs auto-optimizing, tuning, or searching over text with any quality signal (accuracy, pass rate, latency, cost, judge rating); when building an evaluator + proposer loop; when running GEPA; or when comparing optimizers. The candidate can be any string an evaluator can grade, scored on one problem or generalized across many.
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Open your terminal
- Mac: Press ⌘ Space, type "Terminal", press Enter
- Windows: Press Win R, type "cmd", press Enter
Paste the command above and press Enter
Use the Copy command button, then paste in your terminal (Mac: ⌘V, Windows: Ctrl V).
Restart Claude Code
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