Transforming Observability with AI: with Qasim Sarfaraz: Upstream@AKS: Azure Kubernetes Service

Lachie Evenson and Qasim Sarfraz discuss how AI is transforming observability with Inspektor Gadget and MCP servers for Kubernetes observability.

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Related Links

CNCF: https://www.cncf.io/

Inspektor Gadget GitHub repository : https://github.com/inspektor-gadget/inspektor-gadget

Inspektor Gadget Headlamp plugin: https://github.com/inspektor-gadget/headlamp-plugin

Gadgets on Artifact Hub: https://artifacthub.io/packages/search?kind=22

Inspektor Gadget MCP Server (Discover, Configure, and Analyze output using Inspektor Gadget): https://github.com/inspektor-gadget/ig-mcp-server

AKS Model Context Protocol server (A bridge between AI tools & AKS): https://github.com/Azure/aks-mcp

Blog: Leveraging Real-Time insights via the AKS-MCP Server: https://blog.aks.azure.com/2025/08/20/real-time-observability-in-aks-mcp-server

VS Code Agent Mode: https://code.visualstudio.com/docs/copilot/chat/chat-agent-mode

Cagent K8s Debugger: https://github.com/docker/cagent/blob/main/examples/k8s_debugger.yaml

Kubernetes slack: https://github.com/inspektor-gadget/inspektor-gadget?tab=readme-ov-file#slack

Hello world gadget: https://inspektor-gadget.io/docs/latest/gadget-devel/hello-world-gadget

#kubernetes

#ai

#inspektorgadget