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A deployment pipeline rebuilds an inference image from floating dependencies after model approval. Production behavior differs from testing. Which practice best prevents this?
Published
- Record only the build timestamp and discard dependency versions.
- Keep rebuilding until a production request happens to pass.
- Promote the tested immutable image digest and model artifact together.
- Use one mutable latest tag as proof of identical image contents.
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