Why it matters
Auto-optim beats manual iteration. Understanding shapes prompt engineering.
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The architecture
Search variants.
Evaluate on dataset.
Iterate toward better.
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How it works end to end
DSPy: gradient-free + compile.
APE: LLM generates + evaluates candidates.
PromptBreeder: evolutionary.
Cost + eval quality drive.