ZeroPath vs. Macroscope

ZeroPath is the AI-native SAST that finds vulnerabilities traditional tools miss. We built it because security shouldn't overwhelm developers with noise. Unlike pattern-matching tools that flood you with false positives, ZeroPath understands your code's intent and business logic. We find authentication bypasses, IDORs, broken auth, race conditions, and business logic flaws that actually get exploited and missed by traditional SAST tools. We auto-generate patches and pull requests that match your project's style. 75% fewer false positives, 200k+ scans run per month, and ~120 hours saved per team per week. Over 750 organizations use ZeroPath as their new AI-native SAST. Our research has uncovered critical vulnerabilities in widely-used projects like curl, sudo, OpenSSL, and Better Auth (CVE-2025-61928). These are the kinds of issues off-the-shelf scanners and manual reviews miss, especially in third-party dependencies. ZeroPath is an all-in-solution for your AppSec teams: 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...

Macroscope is an analytics platform powered by AI, designed specifically for engineering and product teams, that integrates effortlessly with a company's codebase, commit logs, issue tracking systems like Linear or Jira, and Slack to generate insights about the development workflow automatically. Utilizing code-walking methods on the Abstract Syntax Tree (AST), it meticulously assesses code modifications to uncover the interconnections and dependencies within the code, eventually creating summaries for commits and pull requests, which also feature automated reviews and descriptions, along with tracking changes in the codebase and recognizing trends in feature development and bug fixing. Stakeholders are empowered to ask about progress using natural language, such as "What did we ship last week?", allowing them to access valuable insights on engineering resource allocation, detect critical bugs while minimizing false positives, and observe productivity and project status without needing to examine every detail of code changes. Additionally, this tool significantly improves communication efficiency among team members by consolidating information and promoting a more transparent understanding of project developments, ultimately leading to better decision-making within the team. By providing a comprehensive overview of ongoing progress, Macroscope not only streamlines workflows but also enhances collaboration across various roles within the organization.