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Description
Codename MDASH represents an advanced code scanning tool integrated within Microsoft Defender, leveraging a multi-modal AI framework to uncover, verify, and address vulnerabilities with a level of insight that surpasses conventional static analysis methods. This system enhances the Defender CLI by introducing a multistage process where specialized agents work collaboratively through four distinct phases. Initially, the preparation stage organizes ranked files based on risk, utilizing call-graph analysis and evaluating code complexity to identify functions with the highest likelihood of containing vulnerabilities. The scanning phase then transmits this prioritized code to over 100 specialized agents, including those focused on injection flaws, memory safety issues, and authentication bypasses, ensuring each agent targets a specific category of vulnerability. Following this, the validation phase employs taint analysis, type resolution through Language Server Protocol servers, and a debate among multi-model agents to improve confidence levels and minimize false positives. Finally, the deduplication step merges overlapping findings into a comprehensive set of unique and actionable results, enhancing the overall efficiency of vulnerability management processes. This innovative approach signifies a new era in threat detection and remediation within software development.
Description
ZeroPath (YC S24) is an AI-native application security platform that delivers comprehensive code protection beyond traditional SAST. Founded by security engineers from Tesla and Google, ZeroPath combines large language models with deep program analysis to deliver intelligent security testing that finds real vulnerabilities while dramatically reducing false positives.
Unlike traditional SAST tools that rely on pattern matching, ZeroPath understands code context, business logic, and developer intent. This enables identification of sophisticated security issues including business logic flaws, broken authentication, authorization bypasses, and complex dependency vulnerabilities.
Our comprehensive security suite covers the application security lifecycle:
1. AI-powered SAST
2. Software Composition Analysis with reachability analysis
3. Secrets detection and validation
4. Infrastructure as Code scanning
5. Automated PR reviews
6. Automated patch generation
and more...
ZeroPath integrates seamlessly with GitHub, GitLab, Bitbucket, Azure DevOps and many more. The platform handles codebases with millions of lines across Python, JavaScript, TypeScript, Java, Go, Ruby, Rust, PHP, Kotlin and more.
Our research team has been successful in finding vulnerabilities like critical account takeover in better-auth (CVE-2025-61928, 300k+ weekly downloads), identifying 170+ verified bugs in curl, and discovering 0-days in production systems at Netflix, Hulu, and Salesforce.
Trusted by 750+ companies and performing 200k+ code scans monthly.
API Access
Has API
No
API Access
Has API
Yes
Integrations
Bitbucket
No
C
No
C++
No
Checkmarx
No
ClickUp
No
Cursor
No
Devin Desktop
No
DigitalOcean
No
Gmail
No
IntelliJ IDEA
No
Integrations
Bitbucket
Yes
C
Yes
C++
Yes
Checkmarx
Yes
ClickUp
Yes
Cursor
Yes
Devin Desktop
Yes
DigitalOcean
Yes
Gmail
Yes
IntelliJ IDEA
Yes
Pricing Details
No price information available.
Free Trial
No
Free Version
No
Pricing Details
Free
- Free personal plan (free forever, incl. 1 repo, unlimited PR scans and more).
- Core plan (Platform fee: $200/month, up to 25 repos, unlimited PR scans and patches, integration w/ Jira, Linear, and more).
- Enterprise plan for organizations with advanced needs.
- Core plan (Platform fee: $200/month, up to 25 repos, unlimited PR scans and patches, integration w/ Jira, Linear, and more).
- Enterprise plan for organizations with advanced needs.
Free Trial
Yes
Free Version
Yes
Deployment
Web-Based
Yes
On-Premises
No
iPhone App
No
iPad App
No
Android App
No
Windows
No
Mac
No
Linux
No
Chromebook
No
Deployment
Web-Based
Yes
On-Premises
Yes
iPhone App
No
iPad App
No
Android App
No
Windows
No
Mac
No
Linux
No
Chromebook
No
Customer Support
Business Hours
No
Live Rep (24/7)
No
Online Support
Yes
Customer Support
Business Hours
Yes
Live Rep (24/7)
Yes
Online Support
Yes
Types of Training
Training Docs
Yes
Webinars
No
Live Training (Online)
No
In Person
No
Types of Training
Training Docs
Yes
Webinars
No
Live Training (Online)
Yes
In Person
No
Vendor Details
Company Name
Microsoft
Founded
1975
Country
United States
Website
learn.microsoft.com/en-us/security-exposure-management/ai-code-security-overview
Vendor Details
Company Name
ZeroPath
Founded
2024
Country
United States
Website
zeropath.com
Product Features
Product Features
Application Security
Analytics / Reporting
Yes
Open Source Component Monitoring
Yes
Source Code Analysis
Yes
Third-Party Tools Integration
Yes
Training Resources
Yes
Vulnerability Detection
Yes
Vulnerability Remediation
Yes
Cybersecurity
AI / Machine Learning
Yes
Behavioral Analytics
No
Endpoint Management
No
IOC Verification
No
Incident Management
No
Tokenization
No
Vulnerability Scanning
Yes
Whitelisting / Blacklisting
No
Static Application Security Testing (SAST)
Application Security
Yes
Dashboard
Yes
Debugging
No
Deployment Management
Yes
IDE
Yes
Multi-Language Scanning
Yes
Real-Time Analytics
Yes
Source Code Scanning
Yes
Vulnerability Scanning
Yes
Static Code Analysis
Analytics / Reporting
Yes
Code Standardization / Validation
Yes
Multiple Programming Language Support
Yes
Provides Recommendations
Yes
Standard Security/Industry Libraries
Yes
Vulnerability Management
Yes
Vulnerability Scanners
Asset Discovery
No
Black Box Scanning
No
Compliance Monitoring
No
Continuous Monitoring
Yes
Defect Tracking
No
Interactive Scanning
No
Logging and Reporting
Yes
Network Mapping
No
Perimeter Scanning
No
Risk Analysis
No
Threat Intelligence
No
Web Inspection
No