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AI Model Versioning and Rollback Strategies for Production

You deployed a new model version on Friday afternoon. By Monday morning, your error rate tripled and you have no clean way to roll back because the deployment script overwrote the previous weights. This scenario happens more often than teams admit — not because engineers are careless, but because m…

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  1. 2026-10-03 10:01 · DEV Community — Machine Learning
    AI Model Versioning and Rollback Strategies for Production

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