Trust your AI-generated code before shipping to production. The complete quality gate for AI-assisted development.
Detect SQL injection, hardcoded secrets, command injection, XSS, and more in AI-generated code.
Catch fake imports, invented functions, imaginary APIs, and hallucinated packages before they break production.
Find unreachable code, infinite loops, dead branches, and other logic errors that AI commonly introduces.
LLM-powered fixes using OpenAI, Anthropic, or Ollama. One-command fix with confidence scores.
VS Code extension, JetBrains plugin, and LSP server for real-time validation in your editor.
JSON, HTML dashboard, SARIF (GitHub Security tab), and PDF reports with detailed findings.
| Feature | AI Trust Validator | Semgrep | SonarQube | CodeQL |
|---|---|---|---|---|
| AI Hallucination Detection | Built-in | No | No | No |
| AI Auto-Fix | Built-in | Limited | No | No |
| Trust Score | 0-100 | No | Quality Gate | No |
| Multi-LLM Support | 4 providers | No | No | No |
| IDE Plugins | VS Code + JetBrains | VS Code | All IDEs | VS Code |
| Open Source | MIT | LGPL | Community only | Limited |
| Self-Hosted | Yes | Yes | Yes | Limited |
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