Programmatic prompts with DSPy — when vibes-based engineering runs out of road.
Most prompt engineering is informed guessing. DSPy treats prompts like programs: define a signature, build a dataset, pick an optimizer, ship the compiled artifact. Here is the loop we run, the optimizer trade-offs we actually face, and the signal-detection trick (emotion markers, escalation phrases) that quietly does most of the work.
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