Audit AI-Generated App Code in
Plain English & Dollar Debt Costs
Paste your app's GitHub Repo URL (exported from Bolt.new, Lovable.dev, or Replit). Get an instant owner-readable health report, security leaks scan, and exact developer refactoring cost in $ USD.
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Understand what your developers or AI tools built — without learning to code.
"CodeClarity saved us $3,500 when an agency tried to claim our Bolt app needed a total rewrite. It was just 1 exposed API key fix!"
Why CodeClarity Wins Over Traditional Code Review Tools
sample-bolt-app/saas-dashboard
Your application is 64% ready for launch. While the core UI works cleanly, there is 1 high-risk security issue (exposed Stripe secret API key in client code) and 1 monolithic 500-line file that will increase future developer costs if left un-refactored.
This plain-English diagnosis is evaluated using 7-Tier AST & OSV Vulnerability Engine. It identifies hidden technical debt, security leaks, and refactoring effort so you can make informed decisions before launching or hiring developers.
$1,450 USDTotal Estimated Refactoring Cost
Based on 14 senior developer hours evaluated at standard rate of $105/hr.
Actionable Owner Remediation Checklist4 Fixes Identified
Itemized code fixes with dev-hour estimates & plain-English explanations.
Exposed Stripe API Secret Key in Client Bundle
Plain-English Impact: Your live Stripe API secret key is visible to anyone inspecting the website in a browser. A hacker could issue refunds or access customer payment records.
500-Line Monolithic Dashboard Component
Plain-English Impact: All UI elements, state management, and API fetch calls are crammed into a single 500-line file. Any new developer you hire will spend 3x more time figuring out where bugs are.
Missing Fallback UI on Database Network Failure
Plain-English Impact: If your Supabase database drops for 2 seconds, the user sees a blank white screen instead of a friendly "Try Again" error message.
Outdated Non-Breaking Packages
Plain-English Impact: 3 third-party libraries have minor security patches available.
Automated Quarterly Tech Debt Tracking
Schedule automatic quarterly code quality re-audits for your repository.
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No credit card required. No hidden fees or limits. Understand your code, prevent developer overcharging, and calculate real technical debt.
CodeClarity Free Beta
Full access to 7-Tier AST Engine, Live Google OSV DB Scanner, Plain-English Translator, and Technical Debt Calculator.
Instant 2-second scan. No setup required.
CodeClarity saves non-technical founders an average of $1,500+ in unexpected developer costs on their very first code audit.