SCAN YOUR GITHUB COPILOT APP FOR VULNERABILITIES

GitHub Copilot suggests code as you type, dramatically speeding up development. However, the suggestions are based on patterns from public repositories and may include insecure code.

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Common vulnerabilities we find in GitHub Copilot apps

These are the most frequent security issues discovered in GitHub Copilot applications. VibeEval automatically tests for all of these and more.

Hardcoded Test Credentials

Copilot may suggest placeholder credentials that get left in production code.

Copied Vulnerabilities

Copilot may suggest code patterns that contain known vulnerabilities from training data.

Insecure Code Patterns

Suggested code may follow common but insecure patterns.

Deprecated API Usage

Suggestions may use deprecated or insecure APIs.

Incomplete Security Checks

Generated code may have incomplete or missing security validations.

License Compliance Issues

Suggested code may come from copyleft licensed sources.

Don’t ship with vulnerabilities

Most GitHub Copilot apps have 3-5 security issues at launch. Find yours in under 2 minutes.

How VibeEval works with GitHub Copilot

Three simple steps to secure your GitHub Copilot application.

Deploy your Copilot-assisted application

VibeEval scans for common AI-suggestion vulnerabilities

Get findings that distinguish AI-introduced issues from other security problems

Manual testing vs VibeEval

Frequently asked questions

Does GitHub Copilot create insecure code?

Copilot can suggest insecure patterns. GitHub has added some guardrails but security review is still essential.

How do I use Copilot securely?

Review all suggestions before accepting, use security linters, and scan deployed apps with VibeEval.

Can VibeEval differentiate Copilot-introduced issues?

VibeEval identifies vulnerability patterns common in AI-generated code, which often come from Copilot suggestions.

Should I disable Copilot for security-sensitive code?

You can, but it is better to review suggestions carefully and verify with VibeEval scans.

Related GitHub Copilot resources

How to Secure GitHub Copilot

Step-by-step security guide

Is GitHub Copilot Safe?

In-depth security analysis

GitHub Copilot Security Checklist

Interactive pre-launch checklist

Test your GitHub Copilot app before launch

Start testing your GitHub Copilot application for security vulnerabilities before you go live.