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Lessons Learned Migrating an Existing Product to a Multi Tenant Cloud Native Environment

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Migrated Adobe Experience Manager into a multi-tenant Kubernetes platform on Azure with a custom lifecycle operator that reconciles Flux, Argo Rollouts and security operators, running 37 clusters and ~17,000 environments across regions. Built sidecars and init containers for cache warm‑up, log/thread‑dump collection, Envoy tunneling and automated Log4j patching; use namespaces, quotas and Kata for tenant isolation. Calls out JVM ergonomics, CPU/memory request vs limit behavior, and estimates 15–25% cost savings from ARM nodes.

AI-written summary · about

  1. 0:00Multi-tenant migration challenges
  2. 3:12Adobe Experience Manager on Kubernetes
  3. 10:20Security and isolation in clusters
  4. 14:52Scaling customer environments
  5. 17:19Optimizing Java workloads on Kubernetes
  6. 28:01CPU requests and limits in Java
  7. 32:20Auto-scaling Kubernetes workloads
  8. 36:18Key takeaways
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