Build a fully autonomous multi-agent AI coding swarm that runs from a single Telegram chat on one local Xeon workstation. Using Qwen 3.5 as brain, Claude Code as executor, Grok for planning, and smart soul files + fallback chains — this ZHC Personal Foundation turns vague ideas into working software subsidiaries with zero cloud costs and full privacy.
The exact, battle-tested environment that lets solo creators run 81-frame Wan2.2 videos in ~120 sec on RTX 3090/4090 without a single crash – even in 2025.
The exact, battle-tested environment that lets solo creators run 81-frame Wan2.2 videos in ~120 sec on RTX 3090/4090 without a single crash – even in 2025.
As a coding student, I experimented with VSCode, Docker, OpenSpec, and Archon to create an AI-powered dev framework. Learn my journey from messy experiments to structured React-Flask builds and infrastructure wins.