The AI Retooling: Local Inference, Model Routing, Agent Orchestration
I knew the next chapter of design work would be built with, and for, AI, and I refused to practice it as a black box. So I leveled up deliberately: stood up local LLM inference on my own Proxmox homelab, built a multi-model routing proxy that splits work across local models, DeepSeek, and frontier APIs by cost and capability, and learned to orchestrate coding agents on real production work. The proof is shipped: the Subfolio port, the routing case study, and this site itself.
- LLM Model Routing
- Local Inference (llama.cpp / Proxmox)
- Coding-Agent Orchestration
- AI Product Design
- TypeScript + Astro