Zero-Host-Dependency Orchestration with Docker & Makefile Agent Skill

The Chaos of Ambient Host Dependencies How many times have you onboarded a new developer—or prompted an autonomous AI coding assistant (Claude Code, Gemini/Antigravity, Cursor, Codex)—only to encounte