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canary releases
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Everything about canary releases
- Article · Kubernetes
Automatically Stopping a Kubernetes Canary Release When Metrics Degrade
Learn how to use Kubernetes, Argo Rollouts, and Prometheus to evaluate canary metrics, halt unhealthy promotions, and roll back failed releases.
- Article · LLMs
LLMs Feature Flags: Canary, Rollback, and Contract SemVer
Treat LLMs like software! This article outlines strategies for safely shipping AI features using feature flags. Learn how to version prompts/policies with semantic intent, use golden traces for regression testing, implement CI/CD for LLM contracts, and establish rollback rules for canaries. Ensure reliable AI behavior through disciplined versioning, testing, and control.
