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HolmesGPT/holmesgpt

An open-source AI agent for investigating production incidents and finding root causes across any stack.

Core Features

AI-driven incident investigation and root cause analysis.

Operator mode for 24/7 background problem detection and automated fixes.

Deep integrations with various observability, cloud, and alert platforms.

Supports petabyte-scale data and memory-safe execution for large datasets.

Compatible with multiple LLM providers and diverse infrastructure.

Detailed Introduction

HolmesGPT is a CNCF Sandbox project designed as an open-source AI agent to automate the investigation of production incidents and identify their root causes. It integrates with a wide array of observability platforms, cloud providers, databases, and SaaS applications, making it stack-agnostic. Its 'Operator Mode' allows for proactive, 24/7 monitoring, detecting issues before they impact customers and even initiating automated remediation actions like opening pull requests. By leveraging an agentic loop and supporting various LLM providers, HolmesGPT aims to significantly reduce mean time to resolution (MTTR) and enhance operational efficiency for SRE and DevOps teams.