Admin Guardrails (Demo Environment)

This demo runs in protected mode. Destructive actions are disabled unless an explicit demo admin key is provided. This mirrors production safety practices.

Demo admin key check

GET /api/admin/ping

Rate limits enforced
Seed/reset/retrain protected
Key required for protected operations

DEMO_ADMIN_KEY = DEMO_ONLY_READ_ACCESS_2025

I understand this is a protected admin action.