AI SRE
Automates AI-powered Kubernetes cluster remediation and GitOps operations through a lean, containerized REST API, designed for orchestration by external systems like N8N.
소개
AI SRE is an intelligent Site Reliability Engineering toolbox, offering a lean, containerized solution for automating Kubernetes cluster remediation and GitOps workflows. It provides a lightweight Model Context Protocol (MCP) server that exposes Kubernetes, Git, and Flux operations via a clean REST API. This design allows for seamless integration and orchestration by external intelligence systems, such as N8N workflows, enabling sophisticated AI-powered SRE operations like self-healing and automated incident response while maintaining a minimal resource footprint.
주요 기능
- Exposes Kubernetes, Git, and Flux operations via a REST API.
- Integrates monitoring capabilities for Prometheus and Alertmanager.
- Designed as a lean, stateless command executor in a container.
- Optimized for low resource consumption (sub-500MB image, sub-256MB RAM).
- Built for orchestration by external AI systems and workflow engines like N8N.
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사용 사례
- AI-powered Kubernetes cluster remediation and self-healing.
- Automated GitOps operations orchestrated by external systems.
- Integrating Kubernetes and Git operations into N8N workflows for intelligent SRE.
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