If an artifact can change user-visible AI behavior, it needs versioning and ownership.
FOUNDATIONADVANCED LLMOPS
Know Your LLMOps Artifacts
LLMOps artifacts include model identifiers, prompts, system instructions, schemas, evaluation sets, routing rules, guardrails and deployment configuration.
A prompt template and output schema are versioned beside the model route so a rollback restores the full prior behavior.
Which behavior-changing artifacts are currently edited without version control?
REMEMBERVersion the behavior, not just the code.
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