ai-platform-engineering  by cnoe-io

AI Platform Engineering automation via multi-agent systems

Created 5 months ago
268 stars

Top 95.8% on SourcePulse

GitHubView on GitHub
Project Summary

Summary

CAIPE addresses the growing complexity in Platform Engineering, SRE, and DevOps by offering a Community AI Platform Engineering Multi-Agent System. It transforms manual operations into adaptive, automated workflows for modern engineering teams, accelerating development and fostering innovation.

How It Works

CAIPE employs a Multi-Agentic System (MAS) architecture, leveraging specialized sub-agents for tools like ArgoCD, PagerDuty, GitHub, and Jira. These agents integrate seamlessly with essential engineering platforms such as Backstage and VS Code. The system orchestrates complex operations via agentic workflows, guided by a curated prompt library and enabling secure, persona-driven interactions. Its design prioritizes enterprise-ready cloud deployment patterns for scalability and resilience.

Quick Start & Requirements

Setup involves options like Docker Compose for local development and agent execution, detailed in the project's documentation. Prerequisites include integrating with various platform tools (ArgoCD, PagerDuty, GitHub, Jira, Slack, etc.). Official documentation links are available for quick start guides, setup, agent addition, and more. Community engagement occurs via Slack (#cnoe-sig-agentic-ai) and weekly Monday meetings.

Highlighted Details

  • Persona-driven agents (e.g., "Platform Engineer," "Incident Engineer") for specialized tasks.
  • Seamless integration with Internal Developer Portals (Backstage) and developer environments (VS Code).
  • Extensive support for common platform tools via specialized sub-agents.
  • A curated prompt library designed for high accuracy and workflow performance.
  • End-to-end security with API RBACs and enterprise-ready deployment architectures.

Maintenance & Community

CAIPE is championed by the CNOE (Cloud Native Operational Excellence) forum and its Agentic AI SIG. Community interaction occurs through a dedicated Slack channel (#cnoe-sig-agentic-ai) and weekly Monday meetings. Contributions are welcomed via pull requests, with guidance for new contributors.

Licensing & Compatibility

The project is licensed under the Apache-2.0 License, which permits commercial use and integration into closed-source projects.

Limitations & Caveats

The provided README does not explicitly detail project limitations, known bugs, or alpha status. Users are directed to consult the latest documentation for comprehensive information.

Health Check
Last Commit

2 days ago

Responsiveness

Inactive

Pull Requests (30d)
71
Issues (30d)
15
Star History
90 stars in the last 30 days

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