https://stacksimplify.com/tags/canary/Recent content in Canary on StackSimplify | DevOps & Cloud Education by Kalyan ReddyHugo -- gohugo.ioen-usTue, 14 Apr 2026 00:00:00 +0000https://stacksimplify.com/blog/canary-rollouts-ml-models/Tue, 14 Apr 2026 00:00:00 +0000https://stacksimplify.com/blog/canary-rollouts-ml-models/You do canary deployments for APIs every day. Why not for ML models? New model ready. Looks good in testing. Deploy to production. Hope it works. It doesn’t. Rollback takes 5 minutes. Five minutes of garbage predictions. Damage done. How It Works Role Traffic Description Champion (80%) Production traffic Current model, proven, stable Canary (20%) Test traffic New version, running alongside Both run simultaneously. Same endpoint. Istio handles the traffic split.