A free, open-source Java library for automata, graphs, and transition systems
A model-based testing framework for .NET that validates implementations against behavioral specifications.
Memory-safe clean-room Rust reimplementation of NetworkX with deterministic graph semantics, differential conformance, and RaptorQ-backed durability.
Memory-safe, clean-room Rust reimplementation of pandas with packetized conformance gates, strict/hardened runtime modes, and RaptorQ-backed artifact durability.
An independent DynamoDB conformance suite. 998 tests scored against live AWS DynamoDB, per region. The Parity Suite board.
Memory-safe clean-room Rust reimplementation of PyTorch with deterministic autograd contracts, strict/hardened compatibility modes, differential conformance harnesses, and RaptorQ-backed durability artifacts.
npx mcp-spec-check <url> — black-box readiness probe for the 2026-07-28 MCP spec release. Zero dependencies. Includes a scan of all 7,850 registry servers.
Memory-safe clean-room Rust reimplementation of NumPy with strict/hardened compatibility modes, deterministic stride calculus, differential conformance harnesses, and RaptorQ durability artifacts.
The open protocol for cryptographically sealed audit records of autonomous AI operations. SHA3-256 + Ed25519 + hash chain. Spec, conformance suite, and reference implementations in Python and TypeScript.
Debug and validate Agent Client Protocol (ACP) traffic — protocol conformance testing for AI coding agents.
Interface for abstract groups
Conformance testing for SCIM RFC 7643/7644 server response & client SCIM payload validation. PASS/FAIL feedback for Discovery, User, Group & Agent lifecycle provisioning, Search and Error Handling. Suggests implementation corrections.
Deterministic, vector-pinned BCI signal pipeline for AxonOS: raw acquisition frame -> typed, consent-bound decision. no_std, zero-deps, unsafe-free, fixed-point. Engineering demonstrator, not a medical device.
Go verifier for the Capsule Protocol Specification (CPS). Canonical JSON, SHA3-256, Ed25519. Passes all 16 golden vectors.
Prove which legally-owed reasons a decision system deleted, and from whom — by re-running its own inference, not reading its log. Every verdict states how it was reached.
ASET is an open specification and reference implementation for Authority-Signed Evidence Trails, enabling verifiable accountability within heterogeneous sociotechnical systems.
Official conformance test suite for Aifeels specification v0.1.0
An honest, kill-rate-validated conformance checker for the Universal Commerce Protocol (UCP). Browser, pip, or CI. REST + MCP. Free & open source. Unofficial.
Conformance testing, semantic diffing, and minimal reproducible failures for matching engines.
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