RELEASE ENGINEERINGADVANCED LLMOPS

Define the AI Release Unit

The release unit is the set of behavior artifacts promoted together into production.

WHY IT MATTERS

A model-only release can be misleading if prompt or schema changes are required simultaneously.

ENTERPRISE EXAMPLE

A release bundle includes model route, prompt, schema, parameters, guardrails and retrieval config.

OPERATING DECISION

What exactly is promoted when you say 'AI version 42'?

REMEMBERMake the release unit explicit.
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