Production implementation of OPRO (Wei et al., 2023) — gradient-free prompt optimization via LLM-as-optimizer. Implements p* = argmax f(p) over discrete natural language space. Built from the paper, no prompt libraries. arXiv:2309.03409
machine-learning typescript nextjs quantitative-finance gradient-free-optimization research-implementation llm anthropic prompt-optimization opro
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Mar 28, 2026 - TypeScript