You built it with AI.
Can you trust it at scale?
AI-generated code can hide bugs, security risks, and fragile logic. ScanFix analyzes your codebase and shows what will break — before it does.
Confidence Score
Why this matters now
Most issues don't show up until real users arrive
AI coding = faster shipping, but hidden issues scale faster too. Problems appear after launch, not before.
Your app will fail when live users arrive
Know what will break when traffic increases
Identify bottlenecks before users hit them
Avoid costly downtime and lost users
Security vulnerabilities that scale with usage
Hidden race conditions under real load
Built for founders who built fast with AI and teams preparing to scale
Cursor
Claude
Lovable
Bolt
Codex
Gemini
v0
Windsurf
Copilot
Replit...and many more.
Detect failure before it happens
ScanFix analyzes your codebase to:
- Hidden risks
- Scalability issues
- Production vulnerabilities
- Performance bottlenecks
- Memory leaks
- Load weaknesses
- Failure points
- Breaking scenarios
- Risk priorities
Real findings
Example issues found in production scans
These are the types of critical issues ScanFix identifies before they cause problems
API bottleneck under load
src/api/users.ts:45
Database query executes in loop causing exponential slowdown under concurrent requests
→ Auto-fix available
Race condition detected
src/lib/cache.ts:128
Concurrent writes to cache can cause data corruption when multiple users access simultaneously
→ Auto-fix available
Unhandled error path
src/payments/stripe.ts:89
Payment webhook failure not handled - could result in payment confirmed but order not processed
→ Auto-fix available
These issues are invisible in development but catastrophic in production.
ScanFix finds them before your users do.
Confidence score snapshot
Shareable with your potential investors, viral, and brutally clear: safe to ship or not.
Confidence Score
How it works
Connect your repo
ScanFix analyzes
Confidence Score + Fixes
Not another code scanner
Others
- Show issues
- Developer-focused
- Complex dashboards
- Reactive detection
ScanFix
- Detect failures before they happen
- Outcome-focused for founders
- Simple score + clear decisions
- Proactive prevention
Know before your users do
Free scan — no setup.
Built for the new generation of AI-built products