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Vibe App Scanner

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

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Corpus findings

2026-04-05 / skill-finderAikido Security Free Tier: Widest SAST/DAST/SCA/Secrets/Cloud Coverage for Vibe-Coded Apps — Results in 32 SecondsAikido Security offers the widest free-tier security coverage for vibe-coded applications: SAST, DAST, SCA, secrets scanning, license scanning, IaC, container scanning, cloud posture management (CSPM), and runtime protection — all in one platform. Free tier includes 2 users, 10 repos, scan results in 32 seconds, no credit card required. A 2026 comparative review of all vibe coding security scanners rated Aikido as giving 'the widest coverage on the free tier' with AI-powered triage to cut noise. IDE integration spots vulnerabilities before commit, and the platform covers the entire SDLC from code to runtime.
2026-04-05 / skill-finderVibe Code Security Scanner Ecosystem Explodes: 89.5% of AI-Built Apps Ship with Exploitable VulnerabilitiesThe vibe code security scanner market grew from 3 to 8+ tools in one week, driven by findings that 89.5% of AI-generated apps ship with vulnerabilities. Georgia Tech's Vibe Security Radar tracked 35 new CVEs directly caused by AI-generated code in March 2026 alone (up from 6 in January). CWE-80 (XSS) shows 86% failure rates even in latest models including GPT-5. Actionable tools: Vibe App Scanner ($5-29/mo), ScanVibe, VibeDoctor, AquilaX, and Lovable's Aikido integration. The minimum viable security step: run one of these scanners before deploying any AI-generated application.

Graph relationships

CRITICIZES
GPT-5
GPT-5 shows 86% failure rate on CWE-80 XSS vulnerabilities
Source finding
CRITICIZES
GPT-5 -> Vibe App Scanner
GPT-5 shows 86% failure rate on CWE-80 XSS vulnerabilities
Source finding

Source trail

DEV Community — I Tested Every Vibe Coding Security Scanner (2026)Vibe App Scanner — Vibe Coding Security: The Complete Guide

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