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KubeAstra: Open-source AI agent that debugs and recovers Kubernetes pods

KubeAstra is an open-source AI-powered Kubernetes troubleshooting assistant that uses natural language via a chat UI or MCP integration to help teams investigate, diagnose, and resolve cluster issues. It combines live kubectl access with pluggable LLM providers (Gemini, Ollama) for root-cause analysis, actionable fix commands, and runbook generation, with a focus on safety and local deployment.

SourceHacker News AIAuthor: pruthviraja
KubeAstra: Open-source AI agent that debugs and recovers Kubernetes pods
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Key points

  • AI-driven Kubernetes troubleshooting with natural language and MCP integration
  • 34 built-in tools for live cluster inspection and AI analysis with safety confirmations
  • Supports Google Gemini and local Ollama, with data staying on your own infrastructure
  • Helm chart deployment, quick demo mode, and IDE integration

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KubeAstra: Open-source AI agent that debugs and recovers Kubernetes pods | AI News Hub