Introducing ZeroPath: The Security Platform That Actually Understands Your Code

Today, we're thrilled to announce the official v1 launch of ZeroPath, an AI-powered application security platform that fundamentally changes how development teams approach code security. Already trusted by 750+ companies and performing 125,000+ code scans monthly, ZeroPath is proving that security tooling can be both powerful and practical.

Why We Built ZeroPath

Every security engineer knows the pain: traditional SAST tools flood you with false positives, miss critical business logic flaws, and leave you manually writing patches for hours. We've lived this frustration firsthand through years of security research and engineering.

That's why we built ZeroPath. It's a security platform that combines the power of Large Language Models with battle-tested security analysis to deliver something unprecedented: a tool that truly understands your code's context and automatically generates accurate fixes.

ZeroPath By the Numbers

• 750+ companies secured
• 125,000+ code scans monthly
• <60 seconds PR scan time
• 18 supported languages and frameworks
• Zero-days found on repos owned and maintained by Netflix, Hulu, and Salesforce

Real-World Impact

Before we dive into features, let's talk results. ZeroPath is already trusted by 750+ companies and performs 125,000+ code scans monthly. We've discovered critical zero-day vulnerabilities in production codebases at Netflix, Hulu, and Salesforce. These weren't simple SQL injections. They were complex security issues that required deep contextual understanding of the applications.

Trusted Across Industries

ZeroPath secures mission-critical applications across highly regulated industries:

• Fintech & Finance: Protecting financial transactions and sensitive customer data
• Healthcare & HealthTech: Ensuring HIPAA compliance and patient data security
• Cryptocurrency: Securing smart contracts and blockchain applications
• Service & Food Industry: Safeguarding customer information and payment systems

Each industry brings unique security challenges, and ZeroPath's contextual understanding adapts to domain-specific requirements and compliance needs.

What Makes ZeroPath Different

1. Contextual Intelligence

Unlike traditional SAST tools that rely on pattern matching, ZeroPath uses LLMs combined with Abstract Syntax Tree (AST) analysis to understand your entire codebase context. This means:

• Dramatically reduced false positives through structural code understanding
• Detection of complex vulnerabilities that traditional tools miss:
  • Business logic flaws that require understanding application flow
  • Authentication and authorization bypasses (AuthN/AuthZ)
  • Modern threats like prompt injection in LLM-integrated applications
• Intelligent severity scoring using CVSS 4.0 based on actual exploitability

The AST-based analysis allows ZeroPath to understand code relationships, data flows, and architectural patterns that simple pattern matching could never catch.

ZeroPath continuously updates its detection capabilities as new vulnerability classes emerge. When prompt injection became a concern, ZeroPath users were already protected. You never have to worry about keeping up with the latest security threats.

Real Example: Traditional tools might flag every database query as potentially vulnerable to SQL injection. ZeroPath understands when queries are properly parameterized, when input validation is sufficient, and when the data flow makes exploitation impossible. This context-aware approach reduces false positives by over 75% compared to pattern-based tools.

2. One-Click Patch Generation

Stop wasting developer hours writing security patches. ZeroPath generates precise, contextually-aware fixes that you can apply with a single click. Before any patch is suggested, ZeroPath validates that it will fix the vulnerability without breaking existing functionality or altering intended application behavior.

Need modifications? Use natural language to adjust patches to your coding standards.

Example: "Make this patch follow our team's error handling pattern" or "Add logging to this security fix"

3. SAST Tool Consolidation & Auto-Fix

Already invested in traditional SAST tools? ZeroPath transforms them from noise generators into actionable security solutions. We centralize results from your existing SAST tools and run them through our advanced validation and patching pipeline:

Supported SAST Tools:

• Semgrep
• Snyk
• Checkmarx
• SonarQube
• Veracode
• Fortify
• Synopsys

How It Works:

1. Import findings from any supported SAST tool
2. Intelligent validation using our AST and LLM analysis to eliminate false positives
3. Automatic patch generation for validated vulnerabilities
4. One-click fixes that respect your codebase context and standards

This means you can keep your existing security investments while dramatically improving their effectiveness. Turn thousands of unactionable findings into a manageable list of real issues with ready-to-apply fixes.

4. Lightning-Fast PR Scanning

With PR scan times under 60 seconds, ZeroPath integrates seamlessly into your CI/CD pipeline without slowing down development. Every pull request is automatically scanned before merge, with patches generated for any issues found. Full repository scans comprehensively analyze your entire codebase to build complete context and catch cross-file vulnerabilities.

5. 1-Minute Setup, Immediate Value

Large enterprises often spend weeks integrating security tools. With ZeroPath:

• Connect your VCS in one click
• Configure team permissions
• Start scanning immediately
• See your first results in under 60 seconds

No complex agents to install, no infrastructure to provision. Just instant security insights.

6. Comprehensive Security Coverage

ZeroPath is truly all-in-one:

• Advanced SAST: Beyond SQL injection and XSS, we detect:
  • Business logic vulnerabilities
  • Authentication and authorization flaws
  • Prompt injection and LLM security issues
  • SSRF, XXE, and other complex attack vectors
• SCA: Dependency scanning with integrated reachability analysis and EoL detection
• Secrets Detection: Find exposed API keys and credentials
• IaC Security: Secure your infrastructure-as-code
• SBOM Generation: Export complete software bills of materials
• External SAST Integration: Validate and auto-fix findings from Semgrep, Snyk, Checkmarx, SonarQube, Veracode, Fortify, and Synopsys

7. Keeping Pace with Modern AppSec

As applications evolve, so do attack vectors. ZeroPath is built to adapt:

• AI/LLM Security: First-class support for detecting prompt injection and other AI-specific vulnerabilities
• API Security: Deep analysis of REST, GraphQL, and gRPC endpoints
• Cloud-Native: Understanding of serverless, containers, and microservices patterns
• Supply Chain: Comprehensive dependency analysis with reachability

8. Intelligent False Positive Reduction

• False Positive Feedback: Mark findings as false positives with a reason, and ZeroPath uses this feedback to filter similar false positives in future scans, reducing noise over time and ensuring your team focuses on real security issues.

Key Features in v1

Developer Experience

• Sub-60 second PR scans that don't block your workflow
• Comprehensive full repository scans for complete security analysis
• Natural language rules to define custom security policies
  • Example: "Flag any API endpoint that doesn't check user permissions"
  • Example: "Alert on database queries constructed from user input"
• Vulnerability Q&A: chat with our AI about any finding to understand remediation and exploitation
• Source-to-sink visibility showing complete vulnerability paths
• Automatic issue attribution: vulnerabilities are assigned to the developer who introduced them
• Scan cancellation: stop long-running scans when needed
• Detailed scan logs: full visibility into what ZeroPath analyzed
• Source type selection: Focus scans on specific input sources (CLI, file, socket, WebSocket, HTTP, browser, stdin, and more)
• CLI tool: Available for CI/CD integration, local use, and automation workflows

Enterprise Ready

• Multi-VCS support: GitHub, GitLab, Bitbucket, and Azure Pipelines
• Enterprise SSO for seamless authentication
• Team-based ACLs with granular permissions
• MSP support for managing multiple organizations
• Audit logs and compliance reporting
• Break-glass access to bypass failing PR scan checks when needed
• Custom formatting for PR titles, descriptions, branch names, and commit messages
• Repository tags from GitHub: Automatically retrieves and uses GitHub repository topics/tags for policy administration and contextual scanning at scale
• 1-minute integration for organizations of any size

Flexible Scanning Options

• Repository scanning: public and private repos across any git platform
• Directory uploads: scan code without VCS integration
• Scheduled scans: continuous monitoring on your schedule
• Repository whitelisting/blacklisting: focus on what matters
• Permissiveness levels: adjust for security research or penetration testing

Integrations That Matter

• Jira & Linear for seamless issue tracking with automatic assignment
• Slack & Email notifications with smart developer attribution
• Existing SAST tools: Centralize and enhance results from Semgrep, Snyk, Checkmarx, SonarQube, Veracode, Fortify, and Synopsys with validation and auto-patching
• Fully documented API with TypeScript SDK
• CLI tool for automation and CI/CD workflows

Intelligent Automation

• Auto AppSec Mode: Schedule scans and automatically create PRs for high-severity issues
• Smart Attribution: Automatically assign issues to the developer who introduced them via git history
• Natural language patch modification: Customize fixes to match your standards
• Monorepo intelligence: Automatically detect multiple applications in complex repositories
• Custom PR formatting: Configure PR titles, descriptions, branch names, and commit messages to match your team's conventions
• SAST findings auto-fix: Automatically generate and apply patches for validated findings from external SAST tools

Advanced Analytics & Reporting

Generate repository, organization, or team-level insights including:

• Mean time to remediation
• Most common vulnerability patterns by team, language, and framework
• Developer security metrics
• Vulnerability trends over time
• CWE mapping for compliance requirements
• Custom reports for stakeholders
• Comparison reports showing improvements from SAST tool validation

Codebase Intelligence & Inventory

ZeroPath doesn't just scan your code. It understands your entire technology landscape:

• Automatic tech stack discovery: Maps out frameworks, libraries, and technologies in use
• Authentication/authorization mapping: Identifies how each application handles authN/authZ
• Application structure analysis: Understands file paths, naming conventions, and architectural patterns
• Organization-wide inventory: Maintains a searchable database of all your applications and their characteristics
• GitHub repository tags integration: Leverages repository topics/tags for automated policy application, enabling you to define security rules by project type (e.g., "production", "internal-tool", "deprecated") and manage thousands of repositories at scale
• API-queryable insights: Access all codebase intelligence programmatically for custom tooling and reporting

This comprehensive inventory helps security teams understand their attack surface, enables architects to make informed decisions, and allows developers to find similar patterns across the organization.

Language Support

ZeroPath provides first-class support for:

• JavaScript/TypeScript
• Python
• Java
• C#
• Go
• Ruby
• Rust
• C/C++
• PHP
• Swift
• Kotlin
• Scala
• Perl
• Dart
• Elixir
• Vue
• Svelte
• Embedded Template

Built for Scale

ZeroPath is engineered to handle the largest, most complex codebases:

• Million+ line repositories: Easily processes repos with over 1 million lines of code
• Monorepo support: Intelligently handles massive monorepos with multiple applications
• Parallel processing: Scales horizontally for optimal performance
• Incremental scanning: PR scans complete in under 60 seconds by analyzing only changed code
• Enterprise-grade infrastructure: Built on the same foundation that powers our 125,000+ monthly scans

Whether you're a startup with a single repository or an enterprise with thousands of applications, ZeroPath scales with your needs without compromising performance or accuracy. PR scans maintain sub-60 second performance while full repository scans provide comprehensive security analysis.

See It In Action

ZeroPath's Application Explorer lets you visualize your codebase graphically, understanding vulnerability paths and application architecture at a glance. Our intelligent scanning even detects multiple applications within monorepos automatically.

Automatic Issue Attribution

When ZeroPath finds a vulnerability, it automatically analyzes git history to identify who introduced the issue. This smart attribution:

• Assigns issues to the right developer instantly
• Sends notifications via Slack, Linear, Jira, or email
• Reduces the overhead of triaging security findings
• Helps teams understand security patterns and provide targeted training

No more hunting through git blame or lengthy triage meetings. Issues go directly to the developer who can fix them fastest.

How ZeroPath Works

Code Analysis in Action

When ZeroPath scans your code, it builds a comprehensive understanding of your application:

1. AST Generation: Creates detailed Abstract Syntax Trees to map code structure and relationships
2. Code Understanding: Analyzes the semantic meaning of your code, not just syntax
3. Data Flow Analysis: Tracks how data moves through your application from entry points to sensitive operations
4. Business Logic Comprehension: Understands the intended behavior vs actual implementation
5. Relationship Mapping: The AST maps complex relationships between different files, functions, classes, and components across your entire codebase

This AST-based approach enables ZeroPath to understand complex relationships between components, trace data flows across multiple files, and identify vulnerabilities that require deep structural understanding of your code.

SAST Tool Enhancement Pipeline

When processing findings from external SAST tools, ZeroPath applies its full analytical capabilities:

1. Finding Import: Ingest results from Semgrep, Snyk, Checkmarx, SonarQube, Veracode, Fortify, or Synopsys
2. Contextual Validation: Apply AST and LLM analysis to verify if findings are real vulnerabilities
3. False Positive Elimination: Remove findings that don't represent actual security risks
4. Severity Recalculation: Adjust severity based on actual exploitability in your specific context
5. Patch Generation: Create working fixes for all validated vulnerabilities
6. Integration: Push fixes back through your existing workflow

This transforms your existing SAST investment from a source of noise into a powerful remediation engine.

Pull Request Integration

Every PR is automatically scanned in under 60 seconds with clear, actionable feedback:

• Inline comments on vulnerable code
• One-click patch suggestions
• Severity indicators that match your team's SLAs
• Links to detailed explanations and remediation guidance

Intelligent Vulnerability Detection

ZeroPath's AI-driven approach combined with AST analysis enables detection of vulnerabilities that require human-like reasoning:

• Race Conditions: Identifies timing-based vulnerabilities in concurrent code by analyzing execution paths
• State Management Issues: Finds flaws in how applications handle state transitions across components
• Complex Authorization Bugs: Detects privilege escalation paths that span multiple components using relationship mapping
• Business Logic Flaws: Understands when code doesn't match business requirements through semantic analysis

The AST provides the structural foundation while our LLMs add the contextual understanding, creating a powerful combination that catches vulnerabilities other tools miss.

Precision Patch Generation

Our patch generation goes beyond simple fixes:

1. Contextual Fixes: Patches that respect your coding patterns and architecture
2. Minimal Changes: Fixes only what's necessary without disrupting surrounding code
3. Functionality Preservation: Before generating any patch, ZeroPath validates that the fix won't break existing functionality or alter intended application behavior
4. Test-Aware: Considers existing test coverage when generating patches
5. Performance Conscious: Ensures security fixes don't introduce performance regressions

Every patch is thoroughly analyzed to ensure it resolves the vulnerability without introducing new issues or changing how your application works for legitimate users.

Real-World Use Cases

Financial Services

A major fintech company used ZeroPath to secure their payment processing system. Results:

• Found 12 critical business logic flaws missed by traditional SAST
• Reduced security review time from 2 weeks to 2 hours
• Achieved SOC 2 compliance 3 months faster than projected
• Transformed 5,000+ Checkmarx findings into 127 real issues with automatic fixes

Healthcare Technology

A healthcare platform handling millions of patient records implemented ZeroPath:

• Discovered authorization bypasses in their API gateway
• Automated HIPAA compliance checking
• Reduced security-related deployment delays by 85%
• Consolidated findings from Veracode and Fortify, reducing noise by 94%

Cryptocurrency Exchange

A top crypto exchange uses ZeroPath to secure their trading platform:

• Continuous monitoring of smart contract interactions
• Detection of race conditions in high-frequency trading code
• Protection against novel attack vectors in DeFi integrations
• Enhanced Semgrep rules with contextual validation and auto-patching

Beyond Traditional SAST

What Sets ZeroPath Apart

Traditional SAST Tools:

• Pattern matching against known vulnerabilities
• High false positive rates (often 80%+)
• Miss business logic flaws
• Generate generic, often broken patches
• Require security expertise to configure and use
• Surface-level code analysis

ZeroPath:

• AST-based analysis combined with LLM understanding
• False positive rate under 10%
• Finds complex, contextual vulnerabilities
• Generates working, tested patches
• Natural language configuration anyone can use
• Deep structural understanding of code relationships
• Enhances existing SAST tools instead of replacing them

Real Vulnerability Examples

Business Logic Flaw in E-commerce Platform: ZeroPath discovered that a major retailer's discount system could be exploited by applying multiple promotional codes in a specific sequence, resulting in negative prices. Traditional tools missed this because it required understanding the business rules, not just code patterns.

Authentication Bypass in SaaS Application: Found a vulnerability where JWT tokens from development environments were accepted in production due to shared signing keys. This required understanding environment configurations across multiple services and configuration files.

Prompt Injection in AI-Powered Support System: Detected that customer support chatbot could be manipulated to expose internal documentation by crafting specific queries. ZeroPath understood the LLM integration pattern and identified unsafe prompt construction.

Get Started Today

Ready to experience security tooling that respects your time and actually makes your code safer? Join the 750+ companies already using ZeroPath to secure their applications. Integration takes about 1 minute, even for large organizations.

Schedule a demo →

Security Team Benefits

Unified Security Posture

• Single dashboard for all application security metrics
• Cross-repository vulnerability tracking
• Compliance reporting across frameworks (SOC 2, HIPAA, PCI-DSS)
• Executive dashboards with business-relevant metrics
• Consolidated view of findings from all SAST tools

Efficient Triage

• Automatic deduplication of similar vulnerabilities
• Risk-based prioritization using business context
• Integration with existing ticketing systems
• Clear remediation timelines and ownership
• Eliminate false positives from traditional SAST tools

Continuous Improvement

• Track security metrics over time
• Identify training opportunities by team and technology
• Measure the impact of security initiatives
• Benchmark against industry standards
• Compare effectiveness of different SAST tools

Why Context Matters

Traditional security tools operate like spell checkers, looking for known bad patterns. ZeroPath works like a skilled code reviewer who understands your application.

Consider this example:

// Traditional tools flag this as SQL injection
const query = `SELECT * FROM users WHERE id = ${userId}`;

// But ZeroPath understands:
// 1. userId comes from authenticated JWT token
// 2. It's validated as UUID earlier in the flow
// 3. The database driver auto-escapes this pattern
// Result: No vulnerability (with full explanation)

This contextual understanding eliminates thousands of false positives while catching subtle vulnerabilities like:

• A admin check that only works for the primary tenant in a multi-tenant app
• An API endpoint that bypasses rate limiting when called with specific headers
• A password reset flow that leaks user existence through timing differences

What's Next

This v1 launch is just the beginning. We're committed to continuously improving ZeroPath based on your feedback and the evolving security landscape. As new vulnerability classes emerge, ZeroPath will detect them automatically. Your security coverage improves without any action on your part.

The ZeroPath Advantage

For Developers

• Ship faster with confidence
• Learn secure coding through intelligent feedback
• Focus on building features, not fixing false positives
• Get security reviews in seconds, not days

For Security Teams

• Cut mean time to remediation by 70%
• Scale security coverage without growing headcount
• Focus on strategic initiatives instead of manual reviews
• Demonstrate compliance with comprehensive reporting
• Maximize ROI from existing SAST tool investments

For Engineering Leaders

• Accelerate release cycles without compromising security
• Reduce security debt systematically
• Lower the cost of achieving compliance
• Build security culture through automation

Return on Investment

ZeroPath customers typically see:

• 80% reduction in vulnerabilities reaching production
• Significant decrease in time spent on security reviews
• 50% reduction in penetration test findings
• 95% reduction in false positives from traditional SAST tools

With the average data breach costing $4.35 million and taking 277 days to identify and contain, ZeroPath pays for itself by preventing just one incident.

Getting Started is Simple

1. Connect Your Repository (30 seconds)

   • OAuth integration with your VCS
   • Select repositories to scan
   • Configure team permissions

2. Run Your First Scan (30 seconds)

   • ZeroPath analyzes your codebase
   • Generates comprehensive security report
   • Provides actionable recommendations

3. Enable Continuous Protection (optional)

   • Set up PR scanning
   • Configure notification preferences
   • Enable Auto AppSec Mode for automatic fixes
   • Connect existing SAST tools for enhanced validation

Total time to value: About 1 minute.

Join the Security Revolution

ZeroPath represents a fundamental shift in how we approach application security. By combining the pattern recognition capabilities of traditional tools with the contextual understanding of AI, we've created a platform that makes security accessible, actionable, and automatic.

The 750+ companies already using ZeroPath aren't just finding more vulnerabilities. They're building more secure applications from the ground up, shipping faster, and sleeping better at night.

Schedule your demo today →

For a detailed technical breakdown of how ZeroPath works and our zero-day discoveries, check out our technical deep dive.

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Have questions? Reach out at [email protected]