Overview
An AI-powered Site Reliability Engineering platform that autonomously monitors services, detects anomalies, conducts root-cause analysis, generates code fixes, and opens pull requests.
AI SRE is an intelligent reliability engineering platform designed for microservice ecosystems. Operating autonomously, it captures system telemetry, analyzes real-time log anomalies, determines precise incident root causes using LLM agent graphs, generates and validates code patches, and opens GitHub pull requests with automated canary verification and rollback support.
Key Features & Technical Architecture
- •Real-time microservice log anomaly detection and metric telemetry monitoring
- •LLM agent graph for automated incident root-cause analysis across services and traces
- •Automated code patch generation and sandboxed unit test verification
- •GitHub API integration for automatic PR creation and automated canary rollback support
Technologies Used
PythonLLM AgentsFastAPIPrometheusDockerGitHub APIMicroservices