HolmesGPT is a CNCF Sandbox project that serves as an AI-powered site reliability engineering (SRE) assistant. It automates alert investigation, analyzes multi-source observability data, identifies root causes, and provides actionable remediation suggestions for cloud-native infrastructure.
Key Features
- Multi-source integration with Prometheus, Kubernetes, AWS, Datadog, and other mainstream cloud-native and monitoring platforms
- Agentic loop architecture that combines LLMs with multi-source observability data for automated analysis and reasoning
- Automated investigation that collects context, identifies root causes, and generates remediation plans
- Custom data source and runbook support for extending investigation capabilities
- Data privacy through read-only permissions and bring-your-own LLM API key configurations
Deployment Options
- CLI tool for quick investigations directly from the terminal
- SaaS deployment option for team-based workflows
- Pluggable toolset architecture for adding new data sources and integrations
Use Cases
- Automated incident investigation and root cause analysis in cloud-native environments
- SRE team alert response and collaborative troubleshooting
- Unified monitoring across multi-cloud and hybrid cloud deployments
- Automated runbook execution for common remediation workflows
- Smart assistant in DevOps and ChatOps scenarios