llm-verification
A deterministic verification layer for AI systems. QWED verifies AI outputs using mathematics, symbolic reasoning, and formal methods (Z3, SMT, SymPy), creating an auditable trust boundary for agentic AI. Not generation. Verification.
Rage-quit your flaky DB regressions — modern, lightweight, multi-DB regression testing
Verify LLM output against your source documents. Catch hallucinations in RAG pipelines and agentic workflows before they reach users.
QWED verification for Universal Commerce Protocol (UCP) transactions
