VibeScan

Product Introduction

1. VibeScan is a code analysis platform designed to audit and optimize AI-generated code for production readiness through automated security, performance, and quality checks. It provides developers with instant vulnerability detection, one-click fixes, and launch readiness verification across full codebases.
2. The core value lies in enabling safe deployment of AI-built applications by transforming unvetted prototype code into production-grade software through systematic issue identification and remediation. It reduces technical debt accumulation from AI coding tools while maintaining development velocity.

Main Features

1. The Security Scan identifies critical vulnerabilities including exposed API keys, SQL injection risks, and insecure authentication patterns through line-by-line code analysis, offering auto-patching for 23 common vulnerability types. It maintains a real-time security score updated with each code change.
2. Code Quality Check detects structural issues like duplicated functions, improper error handling, and architectural anti-patterns through static analysis, providing AI-optimized refactoring suggestions that improve collaboration between developers and AI coding assistants.
3. Performance Audit automatically benchmarks load times, identifies resource-intensive processes, and implements caching strategies through 14 predefined optimization patterns, reducing page load times by an average of 62% in tested AI-generated applications.

Problems Solved

1. Addresses the critical gap in quality assurance for AI-generated code where traditional linters fail to detect architecture-level issues and security scanners miss AI-specific vulnerability patterns. Eliminates the "debugging black hole" caused by accumulating undocumented fixes in AI coding sessions.
2. Serves developers using next-gen AI coding tools (Cursor, v0, GitHub Copilot) and non-technical founders overseeing AI development teams who require production readiness verification without deep technical expertise.
3. Enables use cases including pre-launch security audits for MVP deployments, continuous integration checks for AI-assisted development workflows, and technical due diligence for investor-ready codebase assessments.

Unique Advantages

1. Differentiates through native understanding of AI-generated code patterns, detecting issues that conventional SAST tools miss in unconventional architecture structures typical of LLM-produced code. Combines static analysis with runtime simulation for accurate vulnerability detection.
2. Features proprietary Auto-Fix technology that rewrites problematic code segments while maintaining functional parity, handling 47% of security issues and 32% of performance problems without human intervention.
3. Offers competitive edge through multi-layer scanning (security, performance, quality, compliance) in single-pass analysis, supporting codebases up to 500K lines in the Ultra tier with per-scan cost efficiency unmatched in enterprise-grade alternatives.

Frequently Asked Questions (FAQ)

1. Do I need to know how to code? VibeScan requires no coding expertise for basic operation, providing plain-English explanations of technical issues and one-click resolution for 65% of detected problems. Advanced users can access detailed vulnerability reports and raw scan data.
2. What if I use Cursor/v0/Bolt, etc.? The platform natively supports analysis of code generated by all major AI development tools, with specialized detection models for each platform's unique output patterns and common artifact types.
3. Is the 30% Product Hunt discount really lifetime? Yes, the discounted pricing remains permanently active for accounts created during the launch period, with no price increases or time limitations applied to qualified subscription tiers.