AISG — Security Check for Vibe Coding

AISG is an AI security tool that scans AI-assisted ("vibe coded") applications for vulnerabilities before they ship, built for solo developers, product teams, and enterprises that need audit-grade evidence. It orchestrates 26 open-source security sensors across SAST, software composition analysis (SCA), secrets detection, infrastructure scanning, web scanning, and LLM red-teaming into a single pipeline, then applies its own decision logic on top. Instead of a flat list of findings, AISG scores risk contextually using eight factors such as exposure, data classification, and which AI components are involved, and it correlates individual findings into confirmed attack paths so you can see how a leaked credential or vulnerable dependency actually chains into a breach. A policy-as-code layer adds release gates, including a dedicated Vibe-Coding Gate that blocks unsafe releases, with an 18-step release process and human approval recorded in an audit trail. Source code stays local: AISG states your full source code never leaves your machine. Each run produces a detailed report with evidence, remediation guidance, and a 20-item security checklist. For teams on BestAIFor shipping AI-generated code faster than they can review it by hand, AISG is aimed at catching leaked secrets, unsafe patterns, vulnerable dependencies, and LLM-specific issues across the full stack before deployment.

Scanning AI-assisted / vibe-coded applications for leaked secrets, vulnerable dependencies, unsafe patterns, and LLM-specific vulnerabilities, and gating unsafe releases before deployment.