Cloud-native engineer · Kubernetes contributor · building tools where AI meets Kubernetes
- 🚀 I work at the intersection of Kubernetes, Azure, and AI/ML infrastructure.
- 🧠 Lately I build developer tooling for AI agents — LLM proxies, Claude Code skills, and MCP (Model Context Protocol) servers for Kubernetes & AKS (Azure/mcp-kubernetes, Azure/aks-mcp).
- 🐹 Daily drivers: Go and Rust. Also write TypeScript and Python.
- 🌐 GPU/HPC networking on Kubernetes — IPoIB IPAM CNI and DRA-based network plumbing for Azure
- 🧰 Host integration plumbing for Azure VMs (Hyper-V KVP tooling, release/CI automation)
- 🤖 AI agent tooling: LLM API proxies, agent skills, and MCP servers that let agents safely operate clusters
- 📚 Knowledge tooling: an Obsidian plugin that validates and enforces the Open Knowledge Format
- 🦀 ghc-proxy — fast Rust proxy that turns GitHub Copilot into OpenAI- and Anthropic-compatible API endpoints; works with Claude Code and Codex CLI.
- 🧿 okf-enforcer — Obsidian plugin that validates and enforces the Open Knowledge Format (frontmatter checks, auto-fixes, index/log generation, vault-wide reporting).
- 🗺️ storymap-skill — Claude Code skill for user story mapping (Jeff Patton style); turns a goal or messy backlog into a sliced delivery plan.
- 🗜️ compress-text-skill — Claude Code skill for structural text compaction.
- 📖 Douban-Beijing-Library-Finder — find books from your Douban wishlist in Beijing's public libraries.
- ☸️ kubernetes-sigs/cloud-provider-azure — former maintainer/reviewer of the Azure cloud provider.
- 📊 kubernetes/node-problem-detector — migrated metrics instrumentation from OpenCensus to OpenTelemetry.
- 🤖 KAITO — AI workload orchestration on Kubernetes: LWS support in RAGEngine, webhook/controller cleanups, and CI hardening.
- 💬 Talk to me about: Kubernetes operators, Azure, cloud-provider internals, AI workload orchestration, agent tooling, MCP.
- 🐙 GitHub: @MartinForReal
⭐ Thanks for stopping by — feel free to explore my repos and open an issue if anything catches your eye.