LLM output verification

A gate that stops firing shows up in PlannerCritic's metrics as safer plans

Debashish Ghosal built two LLM verification systems on opposite bets, code and structure, and both did what their designs promised. The blind spot they shared sat in whichever layer each one had decided to trust.