Is Your AI-Generated Code Ready for Production?
AI coding tools can help you build faster, but speed without engineering review can create security risks, hidden bugs, scalability issues, and technical debt.
We audit AI-generated and existing code to identify what needs to change before you put it in front of real users.
- Code Quality2 issues
- Security3 vulnerabilities
- PerformancePass
- AI-Generated Code Risks5 flags
- Production ConfigPass
We Review What Actually Matters for Production
We review your application across the areas that matter most for production.
Code Quality
Architecture, maintainability, duplication, dependencies, and technical debt.
Security
Authentication, authorization, API exposure, secrets, vulnerabilities, and data protection.
Performance & Scalability
Database queries, APIs, frontend performance, bottlenecks, and infrastructure risks.
AI-Generated Code Risks
Inconsistent patterns, hallucinated implementations, missing edge cases, fragile logic, and unnecessary complexity.
Production Configuration
Environment variables, deployment setup, logging, monitoring, error handling, and CI/CD.
We Know How to Build With AI — Not Just Code With AI.
Our engineers use leading AI development and code-generation platforms to accelerate prototyping, development, testing, and iteration, while applying senior engineering judgment to make the final product production-ready.
Whether you built your MVP or product with any AI code tool, we can fix it for you.
From AI-generated code to production-ready software.
We know how to choose the right AI coding tool for the task, combine multiple tools when needed, and validate the output with experienced engineering practices.
Our Process
Audit
We analyze the codebase, architecture, dependencies, infrastructure, and critical workflows.
Prioritize
We separate critical production blockers from improvements that can wait.
Fix
Our engineers remediate high-risk issues, refactor problematic code, and strengthen the architecture.
Validate
We test security, performance, reliability, and critical user journeys.
Outcome: A clear, prioritized roadmap and a production-ready codebase.
A Clear Picture of What's Safe to Ship
Production Readiness Score
A clear view of where your application stands today.
Risk & Issue Report
Critical bugs, security issues, architectural risks, and technical debt.
Architecture Review
Assessment of whether the current foundation can support your expected users and growth.
Remediation Plan
Prioritized fixes with recommended implementation steps.
Production Checklist
Deployment, security, monitoring, testing, backups, and operational readiness.
Know what is safe to ship, and what isn't.
Frequently Asked Questions
What does an AI code audit check?
Code quality (architecture, maintainability, duplication, technical debt), security (auth, API exposure, secrets, vulnerabilities), performance and scalability, AI-generated code risks (hallucinated implementations, missing edge cases), and production configuration (logging, monitoring, CI/CD).
What are "AI-generated code risks"?
Inconsistent patterns, hallucinated implementations, missing edge cases, fragile logic, and unnecessary complexity that AI coding tools can introduce when output isn't reviewed carefully.
What do we get at the end of an audit?
A production readiness score, a risk and issue report, an architecture review, a prioritized remediation plan, and a production checklist covering deployment, security, monitoring, testing, and backups.
Do you just report issues, or fix them too?
Both. After the audit and prioritization, our engineers remediate high-risk issues, refactor problematic code, and validate security, performance, reliability, and critical user journeys before sign-off.
Which AI coding tools do you review code from?
Code built with Cursor, Claude Code, GitHub Copilot, OpenAI Codex, Bolt.new, Lovable, and v0, as well as traditionally written code.
Ready to Build Software That Fits Your Business Perfectly?
Tell us what's not working today. We'll help you explore the right solution and build software that drives real impact.