QWED-AI/qwed-verification

Middleware for AI Agents that verifies grounding and prevents hallucinations. Returns structured retry suggestions for self-correction.

Static analysis for AI agent configs, tool descriptions, and system prompts — catches vague tool descriptions, missing stop conditions, and schema gaps before they reach runtime. Zero-LLM, deterministic checks, built for CI.

OpenAI Guardrails - Python

Open standard for Provenance & Intent Contracts (PIC) in AI agents. Verify intent, provenance, and evidence before high-impact tool calls.

Praxen — agent behavior verifier. Compares an AI agent's declared policy against the available evidence; reports where observed behavior diverges from declared intent.

Agentic LLM Vulnerability Scanner / AI red teaming kit 🧪

Adding guardrails to large language models.

A security scanner for your LLM agentic workflows

🐢 Open-Source Evaluation & Testing library for LLM Agents