Compliance Checker for Vibe Coding

An automated compliance & security checking tool designed specifically for teams using AI-assisted development (vibe coding). Flags security, privacy, and regulatory issues in AI-generated code before it reaches production.

Security and compliance debt in AI-generated code is a real and growing problem — GitHub Copilot and Cursor have pushed vibe coding into mainstream dev workflows, but most teams lack any systematic review layer for the garbage OWASP-class vulnerabilities these tools routinely produce. Semgrep and Snyk are the closest substitutes, but neither is positioned around AI-generated code specifically, which leaves room for a focused wedge. The $2k–$10k/mo band is plausible for small engineering teams with genuine compliance exposure (SOC 2, HIPAA, PCI), since the cost of a single audit finding dwarfs a tool subscription — but only if the product catches real issues and not just linting noise. The biggest risk is that Semgrep, Snyk, or a GitHub-native tool absorbs this positioning within 12 months, commoditizing the "AI code security" angle before any indie-scale player can build a defensible customer base.