The Challenge
Manual code reviews are time-consuming and inconsistent. Security experts can't review every PR, and developers often lack deep security knowledge. Meanwhile, traditional static analysis tools generate overwhelming noise with minimal context.
Common Pain Points & How ZeroPath Solves Them
| Pain Point | How ZeroPath Solves It |
|---|---|
| Security reviews bottleneck releases Limited security experts can't review every change | AI-powered automated reviews Every PR gets expert-level security analysis in under 60 seconds |
| Reviewers miss subtle vulnerabilities Complex data flows and business logic issues slip through | Deep context understanding AI traces data flows across files and understands business logic |
| Inconsistent review quality Different reviewers catch different issues | Standardized AI analysis Consistent, comprehensive checks based on your security policies |
| No actionable feedback Developers don't know how to fix flagged issues | One-click fixes with explanations AI generates secure patches and explains the vulnerability |
How it Works
1. Analyze
AI reviews every commit, understanding code intent and security implications
2. Detect
Identifies security vulnerabilities, from OWASP Top 10 to business logic flaws
3. Explain
Provides clear explanations with proof-of-concept and impact analysis
4. Fix
Generates secure patches that match your coding standards
Key Capabilities
Intelligent Security Analysis
- Context-aware detection - Understands your application's architecture and data flows
- Business logic analysis - Catches authorization bypasses and logic flaws
- Custom policy enforcement - Enforces your organization's security standards
- Learning from feedback - Improves accuracy based on your team's decisions
Developer-Friendly Integration
- PR comments with fixes - Security feedback appears directly in pull requests
- API for custom workflows - Integrate with your existing tools and processes
- Slack/Teams notifications - Keep security teams informed of critical findings
Comprehensive Coverage
- All major languages - Support for Python, JavaScript, Java, Go, and more
- Framework-aware - Understands React, Django, Spring, and other frameworks
- Infrastructure as Code - Reviews Terraform, CloudFormation, and Kubernetes configs
- API security - Analyzes REST, GraphQL, and gRPC implementations