AI Code Trust Validator

🛡️ AI Code Trust Validator — Security Scanner for AI-Generated Code

AI writes confident code. Some of it lies. This free, open-source scanner validates AI-generated code for vulnerabilities, backdoors, hallucinated APIs and logic errors — before it reaches production.

• 🌐 Project page: https://rudra496.github.io/ai-code-trust-validator/
• 💻 Source: https://github.com/rudra496/ai-code-trust-validator

What it detects

• Vulnerabilities — injection risks, unsafe calls, secret leakage
• Backdoors — suspicious exfiltration patterns and hidden endpoints
• Hallucinated APIs — invented functions/packages that will crash or worse
• Logic errors — common AI reasoning slips, with auto-fix suggestions
• Languages — Python, JavaScript and TypeScript

Quick start

pip install ai-trust-validator
ai-trust scan ./your-ai-project

Why it exists

AI coding assistants ship code fast — and fail silently. Trust validation belongs in every CI pipeline that accepts AI-authored PRs. MIT licensed, zero telemetry.

Tech stack

Python core · TypeScript/JS analyzers · CLI + CI integrations · Docker

Built With

• python
• security
• static-analysis
• typescript