Testing for your Windsurf-built Python app
Expert testing for Python apps built with Windsurf. We audit Windsurf-generated Python code for testing issues. From $19.
Windsurf issues we find in Python projects
Problems specific to Windsurf's code generation patterns when building Python apps.
Incorrect auth middleware logic
Windsurf generates auth checks that look correct but have logical gaps — missing route protections, incorrect token validation, or bypassable middleware.
SQL injection in raw queries
When Windsurf uses raw SQL instead of an ORM, it sometimes concatenates user input directly into queries rather than using parameterized statements.
Silent data corruption
Type mismatches between frontend and backend go unnoticed. Data gets saved with wrong types or missing fields, causing issues that surface much later.
Python testing issues we check for
Testing-specific Python problems that need attention before production.
Django debug mode in production
DEBUG=True left enabled in production, exposing stack traces, database queries, and configuration to attackers.
Missing CSRF protection
CSRF middleware disabled or bypassed for convenience, allowing cross-site request forgery attacks.
Insecure deserialization
Using pickle or yaml.load with untrusted data, enabling remote code execution.
What our testing covers
Everything included when we testing your Windsurf Python project.
Start with a self-serve audit
Get a professional testing of your Windsurf Python 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 Windsurf Python 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 Windsurf-built Python app?
Yes. We regularly handle testing for Python projects built with Windsurf. We understand Windsurf's code patterns and the specific Python issues they introduce. Our review covers the full stack from frontend to backend.
What Python testing issues does Windsurf typically create?
Common testing issues in Windsurf-generated Python code include: incorrect auth middleware logic, sql injection in raw queries, silent data corruption. On the Python side, we often find: django debug mode in production, missing csrf protection, insecure deserialization.
How much does testing cost for a Windsurf Python project?
Start with our $19 automated audit to get a prioritized list of issues. For hands-on testing work on Windsurf-built Python projects, we provide a fixed quote after reviewing the audit results. No surprises.
Related resources
Other Python Technologies
Other Windsurf Python Services
Get testing for your Windsurf Python app
Tell us about your project. We'll respond within 24 hours with a clear plan and fixed quote.