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AI Agents

An ops AI Agent that understands your infrastructure, finds the root cause, and fixes it — right from Slack, Telegram, Lark or DingTalk.

★ 1.1K228 forksGoAGPL-3.0ongridio

Ongrid is a self-hosted ops AI agent in Go that coordinates specialist SRE/network/compute sub-agents to investigate alerts, correlate metrics, logs and traces, and pinpoint root cause, then act from Slack, Telegram, Lark or DingTalk. Includes RAG knowledge search, MCP server registry, skills catalog and approval-gated

Use Cases

Automated root cause analysis on alertsChatOps incident response from Slack/Telegram/Lark/DingTalkCorrelating metrics, logs and traces across hostsTopology blast-radius analysis before changesAudited reverse-tunnel shell into hostsRunbook and code search over a RAG knowledge vaultKubernetes cluster inspection and upgrade managementNetwork device discovery and SNMP pollingAlert-driven workflow automation with approval gatesRead-only host inspection via sandboxed tools

Built With

Language
Go
Frameworks
CloudWeGo Eino · Prometheus · Grafana · Loki · Tempo · OpenTelemetry · Qdrant · chi · GORM · Slack SDK · Lark SDK · DingTalk Stream SDK

Tags

aiops · devops · observability · incident-response · root-cause-analysis · chatops · kubernetes · mcp · rag · self-hosted · llm-agent · multi-agent · prometheus · grafana · opentelemetry · sre