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Hi there, I'm Shangxiang (Martin) 👋

Cloud-native engineer · Kubernetes contributor · building tools where AI meets Kubernetes


🧑‍💻 About me

  • 🚀 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.

🔭 What I'm working on

  • 🌐 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

🌱 A few side projects

  • 🦀 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.

🌍 Open source contributions

🤝 Let's connect

  • 💬 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.

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