18:24
2026-09-28
stackoverflow.blog
mlops
Why model versioning is not enough for production AI
AI production deployments need a versioned release manifest, an evaluation gate, and a tested rollback path rather than model versioning alone, because inputs, prompts, retrieval, tool contracts, and …