Testing for your GPT Engineer-built Tailwind CSS app
Expert testing for Tailwind CSS apps built with GPT Engineer. We audit GPT Engineer-generated Tailwind CSS code for testing issues. From $19.
GPT Engineer issues we find in Tailwind CSS projects
Problems specific to GPT Engineer's code generation patterns when building Tailwind CSS apps.
No authentication system
GPT Engineer generates functional UIs but typically skips authentication entirely. All routes and data are publicly accessible.
Direct database access from client
Some generated apps query databases directly from the frontend without an API layer, exposing database credentials and structure.
Incomplete feature implementations
Features that look complete in the UI but don't actually work end-to-end. Buttons that don't submit, forms that don't save, and links that go nowhere.
Tailwind CSS testing issues we check for
Testing-specific Tailwind CSS problems that need attention before production.
Inconsistent spacing and sizing
AI tools use arbitrary values (px-[17px]) instead of Tailwind's spacing scale, creating visual inconsistency across the app.
Missing responsive breakpoints
Components designed for desktop only. Mobile layouts break or are unusable because responsive classes weren't added.
No design tokens in config
Colors, fonts, and spacing hardcoded in classes instead of defined in tailwind.config. Changes require find-and-replace across the entire codebase.
What our testing covers
Everything included when we testing your GPT Engineer Tailwind CSS project.
Start with a self-serve audit
Get a professional testing of your GPT Engineer Tailwind CSS project at a fixed price.
External Security Scan
Black-box review of your public-facing app. No code access needed.
- OWASP Top 10 vulnerability check
- SSL/TLS configuration analysis
- Security header assessment
- Expert review within 24h
Code Audit
In-depth review of your source code for security, quality, and best practices.
- Security vulnerability analysis
- Code quality review
- Dependency audit
- Architecture review
- Expert + AI code 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
Three steps to get your GPT Engineer Tailwind CSS app production-ready.
Tell us about your app
Share your project details and what you need help with.
Expert + AI audit
A human expert assisted by AI reviews your code within 24 hours.
Launch with confidence
We fix what needs fixing and stick around to help.
Frequently asked questions
Can you testing my GPT Engineer-built Tailwind CSS app?
Yes. We regularly handle testing for Tailwind CSS projects built with GPT Engineer. We understand GPT Engineer's code patterns and the specific Tailwind CSS issues they introduce. Our review covers the full stack from frontend to backend.
What Tailwind CSS testing issues does GPT Engineer typically create?
Common testing issues in GPT Engineer-generated Tailwind CSS code include: no authentication system, direct database access from client, incomplete feature implementations. On the Tailwind CSS side, we often find: inconsistent spacing and sizing, missing responsive breakpoints, no design tokens in config.
How much does testing cost for a GPT Engineer Tailwind CSS project?
Start with our $19 automated audit to get a prioritized list of issues. For hands-on testing work on GPT Engineer-built Tailwind CSS projects, we provide a fixed quote after reviewing the audit results. No surprises.
Related resources
Other Tailwind CSS Technologies
Other GPT Engineer Tailwind CSS Services
Get testing for your GPT Engineer Tailwind CSS app
Tell us about your project. We'll respond within 24 hours with a clear plan and fixed quote.