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Farcic"},"license":"MIT","homepage":"https://github.com/vfarcic/dot-ai#readme","keywords":["kubernetes","deployment","mcp","devops","containers","ai","automation","cloud-native"],"repository":{"type":"git","url":"git+https://github.com/vfarcic/dot-ai.git"},"description":"AI-powered development productivity platform that enhances software development workflows through intelligent automation and AI-driven assistance","maintainers":[{"name":"vfarcic","email":"viktor@farcic.com"}],"readme":"# DevOps AI Toolkit\n\n
\n\n

\n \"DevOps\n

\n\n[![npm version](https://badge.fury.io/js/%40vfarcic%2Fdot-ai.svg)](https://www.npmjs.com/package/@vfarcic/dot-ai)\n[![npm downloads](https://img.shields.io/npm/dm/@vfarcic/dot-ai.svg)](https://www.npmjs.com/package/@vfarcic/dot-ai)\n[![GitHub release](https://img.shields.io/github/release/vfarcic/dot-ai.svg)](https://github.com/vfarcic/dot-ai/releases/latest)\n[![License](https://img.shields.io/badge/License-MIT-yellow.svg)](LICENSE)\n![Project Status](https://img.shields.io/badge/status-beta-orange)\n[![OpenSSF Scorecard](https://api.scorecard.dev/projects/github.com/vfarcic/dot-ai/badge)](https://scorecard.dev/viewer/?uri=github.com/vfarcic/dot-ai)\n[![GitHub stars](https://img.shields.io/github/stars/vfarcic/dot-ai.svg?style=social&label=Star)](https://github.com/vfarcic/dot-ai)\n\n
\n\n**AI-powered platform engineering and DevOps automation through intelligent Kubernetes operations and conversational workflows.**\n\n---\n\n
\n\n## [AI Engine Docs](https://devopstoolkit.ai/docs/ai-engine/) | [MCP Setup](https://devopstoolkit.ai/docs/mcp/)\n\n
\n\n---\n\n## Overview\n\nDevOps AI Toolkit brings AI-powered intelligence to platform engineering, Kubernetes operations, and development workflows. Access it through [MCP](https://devopstoolkit.ai/docs/mcp/) for AI coding assistants or the [CLI](https://devopstoolkit.ai/docs/cli) for direct agent integration.\n\n**Key capabilities:**\n- Natural language cluster querying and exploration\n- Intelligent Kubernetes deployment recommendations\n- AI-powered issue remediation and root cause analysis\n- Organizational pattern and policy management\n- Semantic search over organizational documentation\n- Automated repository setup with governance files\n- Shared prompt libraries for consistent workflows\n- [Untrusted-content boundary](https://devopstoolkit.ai/docs/ai-engine/operations/untrusted-content/) separating cluster output from operator instruction in remediation and Day 2 operations\n\n## Deployment\n\n> **For the easiest setup**, we recommend installing the complete dot-ai stack which includes all components pre-configured. See the [Stack Installation Guide](https://devopstoolkit.ai/docs/stack).\n\nFor individual component installation, see the **[Deployment Guide](https://devopstoolkit.ai/docs/ai-engine/setup/deployment/)**.\n\n[AI Engine Docs](https://devopstoolkit.ai/docs/ai-engine/) | [MCP Setup](https://devopstoolkit.ai/docs/mcp/)\n\n## Support\n\n- **[Support Guide](SUPPORT.md)** - How to get help and where to ask questions\n- **GitHub Issues**: [Bug reports and feature requests](https://github.com/vfarcic/dot-ai/issues)\n- **GitHub Discussions**: [Community Q&A and discussions](https://github.com/vfarcic/dot-ai/discussions)\n\n## Contributing & Governance\n\nWe welcome contributions from the community! Please review:\n\n- **[Contributing Guidelines](CONTRIBUTING.md)** - How to contribute code, docs, and ideas\n- **[Code of Conduct](CODE_OF_CONDUCT.md)** - Community standards and expectations\n- **[Security Policy](SECURITY.md)** - How to report security vulnerabilities\n- **[Governance](docs/GOVERNANCE.md)** - Project governance and decision-making\n- **[Maintainers](docs/MAINTAINERS.md)** - Current project maintainers\n- **[Roadmap](docs/ROADMAP.md)** - Project direction and priorities\n\n## License\n\nMIT License - see [LICENSE](LICENSE) file for details.\n\n## Telemetry\n\nThis project collects anonymous usage analytics to improve the product. [Learn more or opt out](https://devopstoolkit.ai/docs/ai-engine/operations/telemetry/).\n\n## Acknowledgments\n\nDevOps AI Toolkit is built on:\n- [Model Context Protocol](https://modelcontextprotocol.io/) for AI integration framework\n- [Vercel AI SDK](https://sdk.vercel.ai/) for unified AI provider interface\n- [Kubernetes](https://kubernetes.io/) for the cloud native foundation\n- [CNCF](https://www.cncf.io/) for the cloud native ecosystem\n\n---\n\n**DevOps AI Toolkit** - Making cloud native operations accessible through AI-powered intelligence.\n\n","readmeFilename":"README.md"}