PRIV-008medium SeverityData Privacy, PII & Logging Leaks
Debug Logging Disabled in Production Builds
Developers leave verbose DEBUG=* or verbose logger configurations active when pushing to production hosts.
1-Click Fix Prompt for Cursor & Claude Code
Review my codebase for "Debug Logging Disabled in Production Builds" (PRIV-008). Issue: Developers leave verbose DEBUG=* or verbose logger configurations active when pushing to production hosts. Remediation required: Set logging level to INFO or WARN in production environments to minimize log volume and prevent unintended data leaks. Please: 1. Locate any occurrences of this issue across my repository. 2. Refactor the code to follow production standards without breaking existing functionality. 3. Provide a clear command or step to test and verify the fix.
Why AI Assistants Write This Bug
Developers leave verbose DEBUG=* or verbose logger configurations active when pushing to production hosts.
AI code generation prioritizes immediate syntax execution over production edge cases. When an assistant hits an undefined variable or strict type error, it frequently takes the path of least resistance rather than implementing standard pre-launch security patterns.
Code Comparison
Common AI Code PatternVulnerable
// Vulnerable AI-generated pattern for: Debug Logging Disabled in Production Builds
// Problematic pattern: Developers leave verbose DEBUG=* or verbose logger configurations active when pushing to production hosts.Launch-Ready Fix
// Production-ready fix for: Debug Logging Disabled in Production Builds
// Recommended remediation: Set logging level to INFO or WARN in production environments to minimize log volume and prevent unintended data leaks.Remediation & Verification Checklist
Remediation: Set logging level to INFO or WARN in production environments to minimize log volume and prevent unintended data leaks.
- Search your codebase for pattern matching "Debug Logging Disabled in Production Builds".
- Apply the recommended remediation: Set logging level to INFO or WARN in production environments to minimize log volume and prevent unintended data leaks.
- Run local build and test commands to ensure no regressions.
- Verify in your browser or with curl that the issue is resolved.
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