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Aramhakobyan

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Multi-Agent AI System Investigating Kubernetes Incidents Automatically

opsworker.ai
1 points·by Aramhakobyan·hace 7 meses·1 comments

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Aramhakobyan
·hace 7 meses·discuss
I’ve been exploring how far we can push fully autonomous, multi-agent investigations in real SRE environments — not as a theoretical exercise, but using actual Kubernetes clusters and real tooling. Each agent in this experiment operated inside a sandboxed environment with access to Kubernetes MCP for live cluster inspection and GitHub MCP to analyze code changes and even create remediation pull requests.