blogus Python
Studying prompt lifecycle management. Extracts prompts from codebases and versions them as first-class dependencies.
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5 results tagged "prompts"
A practical comparison of promptel and DSPy for prompt engineering — when to use a declarative specification language, when to use a programmatic compiler, and how they compose.
A practical framework for managing prompts as versioned dependencies — tackling drift, regression, and reproducibility.
Why treating prompts as typed, portable artefacts changes how we reason about LLM behaviour — and how promptel implements this idea.