Switch AI providers or models without breaking things. Use when you want to switch from OpenAI to Anthropic, try a cheaper model, stop depending on one vendor, compare models side-by-side, a model update broke your outputs, you need vendor diversification, or you want to migrate to a local model. Also use when your prompt broke after a model update, prompts that work for GPT-4 do not work for Clau
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Switch Models Without Breaking Things
Guide the user through switching AI models or providers safely. The key insight: optimized prompts don't transfer between models (arxiv 2402.10949v2 — "The Unreasonable Effectiveness of Eccentric Automatic Prompts"). DSPy solves this by separating your task definition (signatures + modules) from model-specific prompts (compiled by optimizers).
Why switching models breaks things
Hand-tuned prompts are model-specific. A prompt engineered for GPT-4o wil
[Description truncada. Veja o README completo no GitHub.]
