~/lightning

⚡ Lightning Talk: Improving Release Reliability with Argo Rollouts Across 10k Customer Services

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Adobe Experience Manager moves 17,000+ environments (100k+ deployment objects across ~35–240 clusters and 6k+ namespaces) to Argo Rollouts to run canary deployments with automatic rollback per customer using real traffic and Prometheus error metrics. Results are smaller blast radius, faster releases and quicker recovery when 1% of customers break. Tradeoffs include orchestrating migration from Deployments to Rollouts to avoid downtime, ensuring canary vs stable pod metrics, and handling very low‑traffic environments.

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