What is KafkaCode?
KafkaCode is an AI-powered privacy scanner built by KafkaLabs that helps developers identify potential privacy issues, PII leaks, and compliance violations in their source code before they reach production.Shift-Left Security
Catch privacy issues early in the development cycle, before they make it to production
AI-Powered Analysis
Combines pattern-based detection with advanced LLM analysis for contextual insights
Fast & Efficient
Scan entire codebases in seconds with optimized performance
CI/CD Ready
Seamlessly integrate with GitHub Actions, GitLab CI, and other pipelines
Key Features
Pattern-based Detection
Pattern-based Detection
Identifies hardcoded secrets, API keys, and sensitive data using advanced regex patterns
AI-powered Analysis
AI-powered Analysis
Uses advanced LLM analysis for contextual privacy issues that go beyond simple pattern matching
Privacy Grading
Privacy Grading
Assigns privacy grades (A+ to F) based on severity and number of issues found
Multi-Language Support
Multi-Language Support
Supports Python, JavaScript, TypeScript, Java, Go, Ruby, and PHP
Detailed Reports
Detailed Reports
Beautiful console reports with severity levels, line numbers, and actionable recommendations
Zero Configuration
Zero Configuration
Works out of the box with sensible defaults, respects .gitignore automatically
What It Detects
Critical Issues
- AWS Access Keys
- Private Keys (RSA, SSH)
- Stripe API Keys
- Database Credentials
High Severity
- Sensitive keywords in assignments
- OAuth tokens
- Payment information
- Authentication credentials
Medium Severity
- Email addresses
- Phone numbers
- High entropy strings
- Potential secrets
Low Severity
- IP addresses
- URLs with sensitive paths
- Hardcoded configurations
Quick Example
Privacy Grade System
KafkaCode assigns a privacy grade based on the severity and number of issues:| Grade | Description |
|---|---|
| 🟢 A+ / A / A- | Excellent privacy practices |
| 🔵 B+ / B / B- | Good privacy practices with minor issues |
| 🟡 C+ / C / C- | Moderate privacy issues that should be addressed |
| 🟠 D | Multiple high-severity privacy issues |
| 🔴 F | Critical privacy vulnerabilities detected |
Why KafkaCode?
Built for Developers
Simple CLI tool that fits naturally into your development workflow
Privacy-First Design
Designed with security and privacy best practices in mind
Compliance Ready
Helps meet GDPR, CCPA, and other privacy regulation requirements
Open Source
MIT licensed and community-driven development
Next Steps
Quickstart
Get up and running in 5 minutes
Installation Guide
Detailed installation instructions for all platforms
Usage Guide
Learn how to use KafkaCode effectively
API Reference
Explore the programmatic API
About KafkaLabs: KafkaCode is built by KafkaLabs, helping developers build privacy-first applications.

