🎓 Free course on deterministic AI verification. Learn how to mathematically prove LLM output correctness using formal methods. From theory to production workflows with QWED-AI.

Deterministic Verification for Infrastructure as Code (IaC). Prove security of Terraform, Kubernetes, and AWS IAM policies using Z3 Solvers and Graph Theory to prevent misconfiguration and cost overruns.

🏛️ Verification guards for legal contracts - Date calculations, clause consistency, liability verification

Deterministic Verification for Payroll, Tax, and Withholding Compliance using Z3 and Decimal Math. Stop AI from hallucinating tax liability.

MCP Server for QWED Verification - Use QWED verification tools in Claude Desktop, VS Code, and any MCP client

Verification for Universal Commerce Protocol (UCP) transactions - Catch AI math errors before payment

Verification guards for OpenAI Responses API - Verify AI agent outputs before execution