#hallucination

AI coding that doesn't fall apart at scale. Every change is verified, not trusted: it must pass a deterministic gate (tests + replay + no hallucinated names) before it ships — with a tamper-evident receipt.

AI Guardrail

up2you

Scans AI-generated code against your organization's live rules

ImportGuard - Catch AI Hallucinated Imports

khushwant-r

Flags imports that don't exist to catch AI assistant hallucinations before they hit production. Scans JS/TS/Angular/Python files for packages and modules that aren't actually installed or don't exist.

Thuban — AI Code Verification

thuban

Real-time code intelligence: security scanning, AI hallucination detection, dead code, clone detection, and trust scoring for 120+ languages.

VFault — AI Hallucination Detector

exceed-web-services

Deterministic verification gateway that catches hallucinated function names, deprecated APIs, and outdated parameters in AI-generated code.