Built with Claude Code?
Let's make sure it's production-ready.
Claude Code is Anthropic's AI coding agent that generates well-reasoned code with strong architectural decisions. It produces cleaner code than most AI tools but can over-engineer solutions and miss practical deployment concerns. We help non-technical founders identify and fix the issues AI tools leave behind.
Common issues we find in Claude Code code
These are real problems we see in Claude Code projects during our audits — not hypotheticals.
Over-permissive CORS configuration
Claude Code sometimes sets CORS to allow all origins during development and forgets to restrict it for production, allowing any website to make API requests.
Missing rate limiting
API endpoints are generated without rate limiting, allowing attackers to brute-force auth endpoints or abuse expensive operations.
Over-engineered abstractions
Claude Code creates multiple layers of abstraction, generic utilities, and design patterns for simple problems — making the code harder to understand and maintain.
Edge cases in complex logic
While Claude handles the main flow well, complex conditional logic sometimes has edge cases that produce incorrect results with unusual inputs.
Memory-heavy data processing
Data processing operations load entire datasets into memory rather than streaming or paginating, causing memory issues with larger datasets.
Missing health checks and monitoring
Claude Code builds the app logic but often skips operational concerns like health check endpoints, logging, and error monitoring integration.
Tests that test implementation, not behavior
When Claude does generate tests, they often test internal implementation details rather than observable behavior, making them brittle and prone to false failures.
Unnecessary type complexity
Overly complex TypeScript types with deep generics, conditional types, and utility types where simpler interfaces would suffice.
How we can help with your Claude Code project
From security reviews to deployment, we cover everything you need to go from prototype to production.
Security Review
Deep security analysis and hardening
Fix Bugs
Resolve issues and unexpected behavior
Deploy & Ship
Get your Claude Code app to production
Refactor Code
Clean up AI-generated or legacy code
Performance
Make your Claude Code app faster and more efficient
Add Features
New functionality, integrations, capabilities
Testing
Add tests and improve coverage
Infrastructure
Set up and manage your Claude Code backend
Start with a self-serve audit
Get a professional review of your Claude Code project at a fixed price. Results reviewed by experienced engineers.
Security Scan
Black-box review of your public-facing app. No code access needed.
- OWASP Top 10 checks
- SSL/TLS analysis
- Security headers
- Expert review within 24h
Code Audit
In-depth review of your source code for security, quality, and best practices.
- Security vulnerabilities
- Code quality review
- Dependency audit
- AI pattern analysis
Complete Bundle
Both scans in one package with cross-referenced findings.
- Everything in both products
- Cross-referenced findings
- Unified action plan
100% credited toward any paid service. Start with an audit, then let us fix what we find.
How it works
Tell us about your app
Share your project details and what you need help with.
Get a clear plan
We respond in 24 hours with scope, timeline, and cost.
Launch with confidence
We fix what needs fixing and stick around to help.
Frequently asked questions
Is Claude Code output higher quality than other AI tools?
Generally yes — Claude produces well-structured, well-reasoned code. But it still needs security review and deployment hardening. The risks are more subtle but still important.
Why does my Claude-generated code feel over-engineered?
Claude tends to build for flexibility and extensibility, which isn't always what you need for an MVP. We simplify the architecture while keeping the good parts.
Can you deploy a Claude Code project?
Yes. Claude builds excellent application logic but often misses operational concerns. We add monitoring, logging, health checks, and proper deployment configuration.
Does Claude Code handle security well?
Better than most AI tools, but not perfectly. Common gaps include CORS configuration, rate limiting, and input validation at API boundaries. Our review catches these.
Should I refactor Claude's abstractions?
Often yes. We simplify over-engineered patterns while preserving the underlying logic. The goal is code that's easy to understand and maintain, not architecturally impressive.
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Get your Claude Code app production-ready
Tell us about your project. We'll respond within 24 hours with a clear plan and fixed quote.