All dashboards are designed to be offline-friendly (no CDN required) and to remain auditable:
Deterministic core logic is always preferred for scoring/metrics.
Optional LLM blocks (when enabled) are constrained (JSON-only guardrails) and must not be interpreted as proof of exploitation, internet exposure, or control presence.