Add sandbox manager, multi-layer throttle, monitoring, external testing, cyberpunk UI

feat: persistent sessions, HF OAuth login, auto-key-load from vault, logout

feat: wire 75% compression, DAG cycle/priority, resource mgmt, enriched prompts, fallbacks