diff --git a/src/data/roadmaps/kubernetes/content/ci--cd-integration@Pymc9H-lRHVPy7M9eSaPD.md b/src/data/roadmaps/kubernetes/content/ci--cd-integration@Pymc9H-lRHVPy7M9eSaPD.md
index 4d4f15149..4fd3459d4 100644
--- a/src/data/roadmaps/kubernetes/content/ci--cd-integration@Pymc9H-lRHVPy7M9eSaPD.md
+++ b/src/data/roadmaps/kubernetes/content/ci--cd-integration@Pymc9H-lRHVPy7M9eSaPD.md
@@ -5,4 +5,4 @@ In CI/CD pattern, the build, test, and deployment of applications to Kubernetes
 Learn more from the following resources:
 
 - [@article@Kubernetes CI/CD Pipelines – 8 Best Practices and Tools](https://spacelift.io/blog/kubernetes-ci-cd)
-- [@article@Octopus - Deploying to Kubernetes](https://octopus.com/use-case/kubernetes)
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+- [@article@8 Kubernetes CI/CD tools every developer should know](https://octopus.com/devops/kubernetes-deployments/kubernetes-ci-cd-tools-for-developers/)
\ No newline at end of file