AI Built Your Web App. We'll Make It Production-Ready.
You used Cursor, Bolt, Lovable, v0, or ChatGPT to build your web app. It mostly works — but now you're stuck.
No judgment. We use these tools every day and know exactly where they fall short. Let us fix the security gaps, performance issues, and deployment failures so you can launch with confidence.
Sound Familiar?
If any of these describe your situation, you're not alone — and we can help.
Works Locally, Breaks in Production
Your app runs fine on your machine but crashes or behaves differently when deployed.
Scared to Touch Anything
The codebase is so tangled that fixing one thing breaks three others.
200+ Dependencies
AI installed packages you don't need, creating security risks and bloated builds.
Exposed Environment Variables
API keys and secrets are hardcoded in your frontend code for anyone to find.
No Tests, No CI/CD
There's no automated testing, no deployment pipeline — just manual pushes and prayers.
Authentication That Isn't Secure
User sessions, password handling, or OAuth flows have gaps that put your users at risk.
What AI Gets Wrong in Web Apps
AI coding tools are impressive, but they consistently produce the same categories of problems.
Security
No input validation, exposed API keys in frontend code, missing CORS configuration, no rate limiting, SQL injection vulnerabilities.
Architecture
Everything in one file, no separation of concerns, circular dependencies, no error boundaries, mixed server/client logic.
Performance
No caching strategy, blocking API calls, unoptimized database queries, missing lazy loading, bundle sizes over 5MB.
Deployment
No CI/CD pipeline, hardcoded environment variables, no staging environment, missing health checks, no rollback strategy.
Data Management
No database migrations, missing data validation, no backup strategy, orphaned records, inconsistent schemas.
How We Fix It
Targeted services for the specific problems AI coding tools create.
Security Audit & Fix
We scan your entire codebase for vulnerabilities — exposed keys, injection risks, broken auth — and fix them.
Code Cleanup & Refactoring
We restructure your AI-generated code into clean, maintainable modules that you (or your next developer) can actually work with.
Performance Optimization
We add caching, optimize queries, implement lazy loading, and cut your bundle size to get load times under 3 seconds.
Deployment & DevOps
We set up proper CI/CD, environment management, staging environments, and automated deployments.
Bug Fixing & Stabilization
We track down and fix the crashes, broken flows, and inconsistent behavior that AI-generated code produces.
Feature Completion
We finish the features AI started but couldn't complete — proper auth flows, payment integration, real-time updates, and more.
Transparent Pricing
No surprise invoices. We quote before we start.
Code Health Check
$750 – $1,500
flat fee · 10–20 hours
Comprehensive assessment of your AI-built web app.
- Full security vulnerability scan
- Architecture review & recommendations
- Performance audit with metrics
- Dependency analysis & cleanup plan
- Prioritized action plan with estimates
- 30-minute walkthrough call
Stabilize & Ship
$75 – $100/hr
hourly · 30–80 hours
Fix the critical issues and get your app production-ready.
- Everything in Code Health Check
- Fix all critical security vulnerabilities
- Refactor core architecture
- Set up CI/CD & deployment pipeline
- Add essential error handling & logging
- Performance optimization pass
- Basic automated test coverage
Full Rescue
$75 – $100/hr
hourly · 80–200+ hours
Complete overhaul for apps that need major work.
- Everything in Stabilize & Ship
- Complete code restructuring
- Database migration & optimization
- Comprehensive test suite
- Full DevOps pipeline setup
- Documentation & handoff guide
- 30 days post-launch support
Why CAM Software
- We use Cursor, Bolt, and ChatGPT daily — we know exactly where they fail
- US-based, founder-led — you talk directly to the person doing the work
- No judgment — we respect the hustle of building with AI
- Transparent pricing — you see the estimate before work begins
- 7+ years of professional web development experience
- Published apps and websites used by real customers
- We don't just fix the code — we teach you what to watch for next time
Frequently Asked Questions
Ready to Fix Your AI-Built Web App?
Book a free 30-minute code assessment call. We'll review your situation, give you an honest assessment, and outline next steps — no pressure, no obligation.
Book Your Free Code AssessmentOr reach out directly: