SubDepthTechAN INDEPENDENT TECHNICAL JOURNAL
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01

Infrastructure / Field Notes

How to Run Claude Code, Codex, and Gemini as Containerized Homelab Services

Containerize AI CLI tools with Docker for remote SSH access and OpenAI-compatible APIs via Traefik. Vendor-independent, reproducible.

02

Intelligence / Operations

Building a Multi-Model AI System for Security and Agility

Multi-model architecture with Claude, GPT-4, and GLM enables rapid provider switching, cost optimization, and protection against vendor lock-in.