👋 Hey, I'm ry-ops

Building the pipes between infrastructure, automation, and observability.

🚀 What I Do

I specialize in network infrastructure automation and AI-assisted operations. My repositories focus on bridging enterprise networking gear with modern monitoring, automation workflows, and AI tooling through MCP (Model Context Protocol) servers.

🎯 Core Focus Areas

Network Infrastructure & Automation

• Building solutions for UniFi network ecosystems
• Starlink Enterprise integration and management
• Dynamic DNS automation with Cloudflare
• Real-time event streaming to observability platforms

MCP Server Development

• Creating MCP servers that enable AI assistants to interact with infrastructure
• Supporting platforms like UniFi, Proxmox, n8n, K3s, Starlink Enterprise, and Microsoft 365
• Making network operations AI-accessible and conversational

Observability & Monitoring

• Real-time event streaming from network devices to Grafana
• Infrastructure metrics collection and alerting
• CI/CD-friendly monitoring deployments

🛠️ Featured Projects

🌟 Flagship Projects

🔌 MCP Servers

📚 Tutorials & Guides

💡 Why These Projects?

Modern infrastructure deserves modern tooling. My projects aim to:

• Automate the boring stuff → DDNS updates, event forwarding, metrics collection
• Bridge AI and Ops → Make infrastructure queryable and manageable through conversation
• Embrace GitOps → Version-controlled configs, repeatable deployments, CI/CD integration
• Open source everything → Community-driven improvements and shared knowledge

🔧 Tech Stack

Languages:       Python, TypeScript, JavaScript, Go
Infrastructure:  UniFi, Proxmox, Cloudflare, Starlink, Talos Linux, K3s
Platforms:       Kubernetes, Docker, GitHub Actions
Observability:   Grafana, Prometheus, Netdata, CheckMK
Automation:      n8n, MCP Servers, GitHub Actions
AI/ML:           Claude AI, MCP Protocol, Qdrant, Sentence Transformers
Web:             Astro, Cloudflare Pages

📊 DevOps Philosophy

I believe in:

• Infrastructure as Code → Everything version-controlled
• Observability First → If you can't measure it, you can't improve it
• Automation Over Manual → Humans are expensive and error-prone
• AI-Augmented Ops → Let AI help with routine tasks and troubleshooting

📚 Latest from the Blog

Check out ry-ops.dev for tutorials, project deep-dives, and infrastructure guides:

• Personal AI Operations Memory with Aiana
• Git-Steer: A Self-Hosting GitHub Autonomy Engine
• Building Your First MCP Server
• Deploying Your First Kubernetes Cluster

🤝 Support & Contributions

If you find these projects useful, consider:

• ⭐ Starring the repositories
• 🐛 Opening issues for bugs or feature requests
• 🔀 Submitting pull requests
• ☕ Supporting via Patreon