Your API exposes a model whose behavior shifts every time you retrain it, even though the request and response schemas never change. Integrators want stable behavior. How do you version that?

Question

Answer

Stay specific. One example, told well, beats three told fast. Make your decisions visible — what you chose between. End on what changed, for whom.

Your API exposes a model whose behavior shifts every time you retrain it, even though the request and response schemas never change. Integrators want stable behavior. How do you version that?

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