Covers: architecture, directory structure, all env vars, full DB schema,
auth system, every API endpoint with auth level, frontend tab loading
pattern (critical: tabChanged not DOMContentLoaded), AI integration,
Learning Hub content types, deployment commands, security notes,
admin password reset via Docker console, and how to add new features.
