Deterministic
Working Agreement renderer — structured data in, document out. No temperature. No hallucination. An LLM-hallucinated contract was signed. Once.
Scoring veto at 74.9 — Safety + Bias carry 1.5x weight. Either below 75, total capped. A brilliant unsafe agent shipped. Once.
Root Cause gate — if the answer is "fix the process," the session stops. Someone automated a broken process and called it transformation. Once.
One HITL pause — fixed point, after gap analysis. Not zero. Not five. One. The number is empirical.
Probabilistic
Six evaluation agents — different lenses, different blind spots, completeness not consensus.
Cave of Shadows + Hydra — named adversarial personas, 20 concurrent heads, multi-turn adaptive conversations.
Forge repair — rewrites against named weaknesses. Each change traceable. Forge proposes. You dispose.
Regulatory Mapping — pipeline data mapped to compliance frameworks. Compliance as a byproduct.
Architecture Agent — scores PRD against five platforms with evidence. Forces the question.