This is my umbrella task to capture various AI learning, training, exploration, and coding activities related to GitOps during 2025Q2.

With this epci, I aim to achieve the following:

• learn about various tools and frameworks for leveraging AI to help with Kubernetes cluster management, such as analysis, diagnosis, troubleshooting with suggestions, etc.
  • https://github.com/k8sgpt-ai/k8sgpt 
  • https://github.com/GoogleCloudPlatform/kubectl-ai 
• experiment with connecting to both local model (e.g., ollama llama4, deepseek-r1), and remote model (e.g., google gemni) backends, to help with Kubernetes management tasks.
• use both k8sgpt cli and operator to work with Kubernetes cluster.
• explore the AI capabilities provided by k8sgpt in improving tasks related specifically to argocd and image-updater.