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.

Turn "AI writes code" into a ticket pipeline with guardrails: product design → ticket design → agent-driven implementation with deterministic verification.

Deterministic validation firewall that verifies AI-generated proposals against ground-truth state using immutable rules. Zero dependencies. Patent pending.

🏛️ Deterministic rejection layer for computational legal claims. Verifies dates, amounts, and structured constraints; blocks unproven legal outputs.

Deterministic MCP Security Architecture. FrozenNamespace as Root of Trust for Model Context Protocol tool verification

Proof records linking detection, validation, and evidence-backed claims.

Reliability Harness v2 for ZCode (GLM-5.2 / ZAI) — task contracts, least-privilege sub-agents, clean-checkout verification, and a deterministic done-gate. Orthogonal agents (scout/spec-critic/test-designer/lead/verifier/adversary) instead of 3 identical thinking clones. Mythos-inspired, not a model swap or 1:1 emulation.

Validation harnesses, test cases, and reports for detection quality gates.

Platform architecture and operational components supporting the security stack.

Natural-language circuit generation with deterministic electrical verification.

Structured prompts and verifiable execution for Claude Code agents. The Danilov method: INDEX/DEFINITIONS/RELATIONS prompts, one-hot DanilovGoal tracking with an HMAC-signed trace and a deterministic verdict, plus token-efficient .vascend memory. Zero dependencies.

Reliability Harness v2 for OpenCode CLI — task contracts, least-privilege sub-agents, clean-checkout verification, and a deterministic done-gate. Orthogonal agents (scout/spec-critic/test-designer/lead/verifier/adversary) instead of 3 identical thinking clones. Compatible with Oh My OpenAgent. Not a model swap or 1:1 emulation.

Deterministic verification via MCP - Sandboxed Python execution for math, logic, code, and SQL verification

Deterministic verification termination oracle (ContractGate) for FTQC quantum modules — exit 0 ⟺ sealed.json ⟺ loop terminates. Reuses established deterministic verification (tableau/ZX); novelty is the agentic-loop termination oracle + binary seal/registry + FTQC resource integration.

Reliability Harness v2 for Grok Build CLI — task contracts, least-privilege sub-agents, clean-checkout verification, and a deterministic done-gate. Orthogonal agents (scout/spec-critic/test-designer/lead/verifier/adversary) instead of 3 identical thinking clones. Mythos-inspired, not a model swap or 1:1 emulation.

Deterministic local proof harness for verifying AI agent recommendation claims against source-of-truth fixtures, with append-only outcome logs.

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

Verify any agent output before it is trusted, paid for, or acted on. A universal SAR verification pattern for AI agent workflows.

Posts a PR change receipt showing what was checked, what was found, and what was not checked. Covers Kubernetes, Dockerfile, and GitHub Actions.