Automated Security Auditor for Vibe-Coded Web Apps
C6/10March 12, 2026
WhatA continuous security scanning tool purpose-built to catch vulnerabilities (CSRF, SQL injection, auth bypass) in AI-generated and hastily-built web applications, with one-click remediation.
SignalDevelopers are alarmed that modern JS frameworks ship without basic security protections like CSRF and SQL injection prevention, and that the rise of vibe coding on top of these frameworks is creating a wave of exploitable applications deployed to production.
Why NowThe vibe coding explosion of 2025-2026 has massively increased the volume of insecure code being shipped to production by non-security-conscious developers, creating urgent demand for automated remediation.
MarketStartups and indie developers shipping AI-generated code; $100B+ cybersecurity TAM; competes with Snyk/Veracode but positioned specifically for the new wave of AI-generated app vulnerabilities; $30-200/mo
MoatContinuously updated vulnerability database specific to AI-generated code patterns, which are systematically different from human-written vulnerability patterns
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