Manual copy-paste releases are hard to audit and roll back.
RELEASE ENGINEERINGADVANCED LLMOPS
LLMOps Release Pipeline
The release pipeline automates validation, evaluation, approval, deployment and verification for AI behavior changes.
A candidate runs offline evals, policy checks and smoke tests before becoming eligible for canary traffic.
Which quality and operational gates are automated?
REMEMBERAutomate evidence before automation of promotion.
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