AI Code Review Service
Check AI-generated code for quality, maintainability, security risks and hidden technical debt.
AI-generated code can work without being safe to rely on
AI coding tools can produce impressive results quickly. The risk is that code can appear to work while still being fragile, insecure or difficult to maintain.
An AI code review gives you an experienced human check before that code becomes a bigger problem inside your website or application.
This is especially useful if you have used ChatGPT, Claude, Cursor, Windsurf, Bolt, Lovable or Replit to create or change website code.
Neil Patmore is a freelance web designer and developer based in Guildford, specialising in practical, business-focused websites and systems.
AI Code Review Service – key facts
Service: Review of AI-generated and AI-assisted website code
Provider: Neil Patmore
Coverage: UK businesses
Focus: Identify fragile logic, technical debt, security risks and maintainability problems
What the code review checks
The review focuses on whether the code can be trusted, maintained and safely used in a business website.
- Code quality including repeated logic and unnecessary complexity
- Maintainability so future edits do not become risky
- Security risks around forms, inputs, scripts and access
- Integration issues with plugins, APIs or third-party tools
- Error handling so failures are not silent or confusing
- Business impact explained in plain English
You do not just get technical criticism. You get clear priorities for what matters commercially.
Common AI code problems
- Features work once but fail in edge cases
- Fixing one issue creates another issue elsewhere
- The code is hard for a human developer to follow
- Security checks are missing or inconsistent
- Forms do not validate inputs properly
- Scripts are duplicated or loaded unnecessarily
- No one knows which parts are safe to edit
Why reviewing AI-generated code matters
- Working code is not always reliable code
- Security gaps can be hidden until the site is live
- Technical debt compounds with every quick prompt-based fix
- Maintenance costs rise when the structure is unclear
- Business-critical features need more than plausible output
AI is useful for speed. Code review is how you stop that speed becoming a long-term liability.
What clients say
"The review showed exactly why our AI-built feature kept breaking."
SaaS Founder, UK
"Neil translated the code issues into business risks we could actually understand."
Operations Manager, Surrey
"We avoided launching something that would have been hard to support."
Consultancy, Hampshire
What happens next
- Quick call to understand what the code does and where it came from
- Technical review of the relevant files, scripts or platform setup
- Risk summary covering quality, security and maintainability
- Fix plan showing what to repair, simplify or rebuild
Frequently Asked Questions
Do you review code written by ChatGPT or Claude?
Yes. I can review AI-generated or AI-assisted website code and explain the risks clearly.
Can you fix the code as well?
Yes, if the code is worth fixing. If rebuilding a feature is safer, I will say so.
Is this only for WordPress?
WordPress is a common focus, but I can also review front-end code and web application code where appropriate.
Will you explain issues in plain English?
Yes. The point is to help business owners understand what matters, not bury them in jargon.
Is AI-generated code always bad?
No. Some AI-generated code is useful. It just needs proper review before being trusted.
Check the code before it becomes expensive
If AI-generated code is now part of your website, book a quick call and let?s check whether it is safe to rely on.
Related AI website services
If this is not quite the right service, these related pages sit in the same AI website support family.