AI Code Health ScoreKnow Exactly Where Your Software Stands
Your AI-generated app works on your laptop. But how healthy is it really? Get a free Software Health Score across 10 critical dimensions — security, architecture, performance, and more. See where your software is strong and where it needs attention.
How It Works
Three simple steps to get a complete picture of your software health.
Tell Us About Your Project
Share your GitHub URL, app details, or technology stack. We accept any codebase — vibe-coded, AI-generated, or hand-built.
We Score Your Software
Our engineers evaluate your codebase across 10 critical dimensions using both AI analysis and deep human expertise.
Get Your Health Score
Receive a visual score card with your overall Health Score and dimension-level ratings, plus prioritized recommendations.
10 Critical Dimensions
Every software system is evaluated against the same 10 dimensions that determine whether your code is production-ready.
Security
Vulnerabilities, authentication, data protection, API security
Architecture
Code structure, separation of concerns, modularity
Performance
Speed, rendering, API response times, optimization
Maintainability
Code quality, documentation, readability, patterns
Dependencies
Third-party risks, versions, licensing, updates
Testing
Test coverage, quality gates, regression prevention
Scalability
Load handling, database design, horizontal scaling
AI Code Risk
AI-specific issues, hallucinated code, problematic patterns
Infrastructure
Deployment, CI/CD, monitoring, backups
Data Protection
Privacy, GDPR, encryption, data handling
Your Score Card
Here is what a typical Health Score card looks like. Each dimension is rated from 0 to 100 with a clear status indicator.
Overall Health Score
out of 100
Moderate — areas for improvement identified
Get Your Full Engineering Report
The free score card gives you the big picture. The full report gives you the priorities, the plan, and the path forward.
Request Your Full ReportWhy This Matters
A Health Score is not just a vanity metric. It is a decision-making tool.
Before You Scale
Know your weak points before they become expensive problems. Scaling bad architecture only amplifies the damage.
Before You Invest
Investors and acquirers want to know the technical health of what they are buying. A Health Score gives you that clarity before due diligence begins.
Before You Hire
Understand what your development team needs to focus on. Stop guessing and start with a clear, scored breakdown of priorities.
Get Your AI Code Health Score
Share your project details and we will deliver your Health Score card in 3-5 business days.
Frequently Asked Questions
The AI Code Health Score is a free assessment of your software across 10 critical dimensions including security, architecture, performance, maintainability, and AI-specific code risks. You receive a visual score card that shows exactly where your software is strong and where it needs attention.
Share your project details — a GitHub URL, app description, or technology stack — and our engineers evaluate your codebase across all 10 dimensions. You receive your score card in 3-5 business days.
Yes — the basic score card showing your overall Health Score and dimension-level ratings is completely free. The full engineering report with detailed findings, prioritized recommendations, and a remediation roadmap is included with any audit engagement.
A low score does not mean your software is doomed. It means there are specific areas to prioritize. Our audit tells you exactly what to fix, in what order, and what the impact of each fix will be. Many of our clients start with a low score and see dramatic improvement within weeks.
Yes — the Health Score is designed as a first-pass technical assessment for investors, acquirers, and boards. It gives you a clear, quantified view of technical health before committing to deeper due diligence or investment.
We offer full-spectrum services from targeted fixes on specific dimensions to complete production engineering. The score card comes with recommended next steps, and our team can handle everything from critical security patches to architecture refactoring.
Related Services
The Health Score is the starting point. These services help you act on what you find.
AI Code Audit
Deep technical audit of your codebase. Find every issue, from security vulnerabilities to architectural debt.
Vibe-Coded App Audit
Built your app with AI? Get a thorough audit of the code, architecture, and production readiness.
Vibe-Coded App Rescue
Your AI-generated app is failing in production. We diagnose the issues and bring it to production quality.
AI to Production
Turn your prototype into a production-ready product. Architecture, security, testing, deployment — everything.
Technical Due Diligence
Full technical due diligence for investors, acquirers, and boards. Go beyond the Health Score.
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