I code-reviewed 3 "vibe-coded" PRs last week. Every one had hardcoded API keys. So I built a grader.

1. 1Build a custom grader to scan code for hardcoded API keys
2. 2Run the grader on vibe-coded PRs to identify potential security risks
3. 3Configure the grader to flag sensitive information
4. 4Test the grader with sample code to ensure accuracy
5. 5Apply the grader to your code review workflow to prevent hardcoded API keys

Developers and code reviewers can benefit from this technique to improve code security and prevent common mistakes

💡 Hardcoded API keys are a common security risk in vibe-coded PRs, but a custom grader can help identify and prevent them

🚨 Hardcoded API keys in vibe-coded PRs? 🚨 Build a custom grader to scan and prevent security risks! 💻