3 posts
Moving beyond brittle hand-written prompts: a practical guide to meta-prompting and metric-driven, programmatic prompt optimization with DSPy.
Moving from hand-writing prompts to programmable pipelines with DSPy: signature, module, optimizer concepts, code examples, metric definition, a Turkish task, and KVKK-compliant production.
The era of tuning prompts by hand is ending. Automatic optimization with DSPy, MIPROv2 (10-40% lift) and GEPA (beats MIPROv2 by 13%, 35x efficient). A practical guide in a Turkish/KVKK context.