We verify agent output before a human ever sees it. Simform separates the evaluator models from the generators, so judgment stays independent, and agents cannot grade their own work. Every output is checked against its specification and acceptance criteria, then run through hallucination, security, and adversarial tests inside the development cycle. Spec-driven foundations set testable contracts up front, so reliability is built into how agents work from the start.