RELEASE ENGINEERINGADVANCED LLMOPS

Canary Model Releases

Canary releases expose a small controlled traffic slice to a candidate and compare it with the baseline.

WHY IT MATTERS

They reveal production-specific regressions with limited blast radius.

ENTERPRISE EXAMPLE

Two percent of low-risk traffic uses the candidate while SLO, eval proxies and cost are compared.

OPERATING DECISION

What automatic condition stops the canary?

REMEMBERA canary needs predefined rollback triggers.
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