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Figure out where you stand. Before your users do.
Some free. Some paid. All built from real experience reviewing AI-built apps before they break in production.
45% of AI-built apps have critical security vulnerabilities. Most founders find out after launch. (Veracode, 2025)
Where are you right now?
Want to self-audit first? Security Checklist + Production Readiness →
Want an expert to check it? Vibe Check →
Want better building habits with AI? Claude Code Super Kit →
Did I build something fragile?
Understand what AI-built apps miss before you find out the hard way.
AI App Production Readiness Checklist
47-point checklist covering security, database, payments, performance, error handling, and environment config. Every check a senior developer runs before launch.
Download FreeVibecoding Security Checklist
Built for Cursor, Lovable, Bolt, and Replit builders. The security holes AI tools reliably create, and how to close them before launch.
Download FreeFree Production Review
15-minute async Loom teardown of one critical area of your app (auth, payments, or data exposure). A taste of the full audit, not a replacement for it.
Apply for a SpotQuick Scan
Know your top 3 risks in 48 hours.
- +Matt personally reviews your Loom (not a checklist tool)
- +Written report with your top 3 technical risks
- +Specific next steps for each, not "consider adding auth"
- +Delivered in 48 hours
3 spots open this week. Each review is done manually.
Get My Quick Scan$79 credits toward a Vibe Check ($349), valid 7 days.
Vibe Check: Independent Production Review
Full 7-area independent review: auth, data exposure, database security, payments, environment, performance, and UX red flags. Ranked report with launch verdict and Loom walkthrough in 5 business days. Your build agent cannot grade its own homework.
5 business day turnaround. 3 spots open this week.
Get the $349 Vibe CheckHow do I build better from here?
Stronger workflows and repeatable patterns for building with AI.
Claude Code Super Kit
Production-tested Claude Code configs, scripts, and patterns. CLAUDE.md templates, 3-agent pipeline, autonomous orchestration, and monitoring. Ship production-ready sessions, not just demos.
See All LevelsYour app is live. Let's make sure it holds up.
The free review or the audit is the right move if you're live or launching soon.
Get the $349 Audit