Testing for your GitHub Copilot-built Python app
Expert testing for Python apps built with GitHub Copilot. We audit GitHub Copilot-generated Python code for testing issues. From $19.
GitHub Copilot issues we find in Python projects
Problems specific to GitHub Copilot's code generation patterns when building Python apps.
Insecure code patterns from training data
Copilot sometimes suggests patterns from its training data that are known to be insecure — like using eval(), innerHTML, or outdated crypto functions.
Hardcoded secrets in suggestions
Copilot occasionally suggests placeholder API keys or credentials that look real and get committed to version control.
Inconsistent code style across files
Different completions use different patterns — sometimes callbacks, sometimes async/await, sometimes .then(). The codebase becomes inconsistent over time.
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 GitHub Copilot Python project.
Start with a self-serve audit
Get a professional testing of your GitHub Copilot 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 GitHub Copilot 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 GitHub Copilot-built Python app?
Yes. We regularly handle testing for Python projects built with GitHub Copilot. We understand GitHub Copilot'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 GitHub Copilot typically create?
Common testing issues in GitHub Copilot-generated Python code include: insecure code patterns from training data, hardcoded secrets in suggestions, inconsistent code style across files. On the Python side, we often find: django debug mode in production, missing csrf protection, insecure deserialization.
How much does testing cost for a GitHub Copilot Python project?
Start with our $19 automated audit to get a prioritized list of issues. For hands-on testing work on GitHub Copilot-built Python projects, we provide a fixed quote after reviewing the audit results. No surprises.
Related resources
Other Python Technologies
Other GitHub Copilot Python Services
Get testing for your GitHub Copilot Python app
Tell us about your project. We'll respond within 24 hours with a clear plan and fixed quote.