Kubernetes Operators: Handle multiple controllers, conflicts and retries like a pro

When multiple Kubernetes controllers update the same custom resource, you WILL hit conflict errors. Your operator caches an old resource version, another controller updates the object, and your update fails — "the object has been modified, please apply your changes to the latest version." In this video, Shubham walks you through a real-world scenario of building a custom autoscaler with two operators (NodePool + Autoscaler) sharing the same CRD, and shows exactly why and how resource version conflicts happen. Shubham Katara -   / shubhamkatara   You'll learn: ✅ Resource Version vs Generation — what changes when ✅ Why multiple controllers sharing CRDs causes conflicts ✅ The Lazy Way — return error, let Kubernetes re-run the reconciler (wasteful!) ✅ The Pro Way — retry.RetryOnConflict() with exponential backoff & jitter ✅ Kubernetes apierrors package: IsConflict, IsNotFound ✅ Configuring backoff: Steps, Duration, Factor, and Jitter ✅ When you need retry vs when you don't This is Part 2 of the Kubernetes Operators Best Practices series on KubeSimplify. --- Timestamps: 0:00 - Introduction 0:50 - Concept before problem statement 1:07 - Resource Version vs Generation explained (demo) 4:11 - Problem: Building a custom autoscaler operator 5:18 - Designing the NodePool custom resource 8:49 - Adding a second controller for autoscaling 11:16 - One operator, multiple controllers & CRDs 15:30 - Operators interacting with each other's CRs 17:31 - Timeline: when two operators touch the same CR 23:44 - The conflict problem explained 27:24 - What is a conflict error in Kubernetes 29:51 - Two fixes: Lazy Way vs Pro Way 30:38 - Code walkthrough: reconciler setup 38:19 - The Lazy Way: return error, re-run reconciler 42:06 - Dev setup: vCluster vind (vCluster in Docker) 44:47 - Demo: Lazy way conflict 49:41 - The Pro Way: apierrors package 55:21 - client-go retry package 57:48 - retry.RetryOnConflict() with DefaultBackoff 58:08 - Backoff: Steps, Duration, Factor & Jitter 1:05:02 - Error patterns: IsConflict, IsNotFound, catch-all 1:08:58 - Demo: Pro way retry in action 1:10:52 - Summary & when to use retry 1:12:13 - Outro Related Videos: Kubernetes Operator Best Practice: Stop Infinite Reconcile Loops -    • Kubernetes Operator Best Practice: Stop In...   Master Kubernetes operators with kubebuilder -    • Master Kubernetes Operators with Kubebuilder   🔗 Resources: client-go retry package: k8s.io/client-go/util/retry apimachinery errors: k8s.io/apimachinery/pkg/api/errors vCluster vind: https://github.com/loft-sh/vind ►►►Connect with me ►►► ► Kubesimplify: https://kubesimplify.com/newsletter ► Newsletter: https://saiyampathak.com/newsletter ► Discord: https://saiyampathak.com/discord ► Twitch: https://saiyampathak.com/twitch ► YouTube: https://saiyampathak.com/youtube.com ► GitHub: https://github.com/saiyam1814 ► LinkedIn:   / saiyampathak   ► Website:   / saiyampathak   ► Instagram:   / saiyampathak   ►   / saiyampathak