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Canary prompt & model releases
Shadow or percentage rollouts for prompt/model changes with eval and latency abort criteria.
TrialLLMOpsNew
- Why this ring
- Big-bang prompt deploys are how enterprise incidents start. Trial once gateway + evals exist.
- Production risk if ignored
- 100% cutover of a bad prompt hits all customers before dashboards catch quality drop.
- Typical effort
- weeks
- Low FinOps impact
Use cases
- Prompt promotions
- Model upgrades
- A/B quality tests
Adoption steps
- Define canary % and abort metrics
- Route via gateway
- Compare eval scores online
- Auto-rollback on threshold breach
Related tools
In your assessment
Release policy + abort criteria review