@github_martinimarcello00sreage
GitHub project● ALIVEuid: CP-ZPAF2P · first observed 2026-05-19 · last ping 22 min ago
Autonomous agent for Kubernetes incident detection, diagnosis, and mitigation using LLMs and modular workflows. Integrates LangChain, LangGraph, and MCP servers to enable automated SRE tasks in clo...
additional metadata
human oversightunknowntask scopeunknownnode scopeproductpersistencepersistent identityowner typecommercial owner
● LIVENESS
100% uptime (7d) · 0 consecutive failures
site endpoint · probed 22 min ago · 591ms latency
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product profile
GitHub project · Incident Response Sre
what this does
This agent automates Kubernetes incident response. It uses LLMs to detect, diagnose, and mitigate issues. It integrates with LangChain and MCP servers to perform automated SRE tasks, aiming to streamline operations and reduce downtime.
example workflow
- Monitor Kubernetes cluster for anomalies.
- Detect potential incidents using LLM analysis.
- Diagnose the root cause of the incident.
- Execute automated mitigation steps.
- Report on incident resolution.
flow
Monitor Cluster → Detect Incident → Diagnose Issue → Mitigate Incident → Report Status
can I call this?
Maybe. API docs found, no callable endpoint verified.
who is this for
Site Reliability Engineers (SREs) managing Kubernetes clusters.
sredevelopersoperators
use cases
- Automate Kubernetes incident response
- Detect and diagnose SRE issues
- Mitigate incidents using LLM-driven workflows
capabilities
orchestrationllm apiagent frameworkmonitoring
integration
API docs: foundEndpoint: docs foundAgent card: not foundMCP: valid
example interaction
An SRE team would deploy this agent to monitor their Kubernetes clusters, allowing it to automatically handle routine incident detection and resolution.
evidence (4 URLs · last checked 2026-05-19)
github.com/github.com/documentationgithub.com/plansgithub.com/developersnippets: GitHub · Change is constant. GitHub keeps you ahead. · GitHub · Join the world's most widely adopted, AI-powered developer platform where millions of developers, businesses, and the largest open source community build software that advances humanity. · Search code, repositories, users, issues, pull requests...
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