BEFORE COMMITMENT INCREASES, INSPECT THE HANDOFF.

Underground Hybrid builds read-only decision controllers for claims, recommendations, and operating paths that are about to receive more money, trust, authority, automation, labor, or dependency. We take one bounded claim and the smallest relevant operating record, inspect the path from source to evidence to decision to consequence, and return a compact readout showing what the evidence supports, where it stops earning authority, and the smallest next test. No source code, model weights, customer names, or direct system access required by default. Diagnostic only.