Platform

Multiple LLMs run in parallel to build a structural understanding of how your system works.

Counterswarm security across your stack workflow illustration

The Counterswarm security operating system is built for how modern security teams work.

  1. Dependency Firewall is designed to assess packages in supported, configured installation paths. Security Reviewer analyzes connected human and AI-generated code changes for potential vulnerabilities and exposed credentials.

  2. Code Scanner reasons across business logic, data flow, and exploit chains to uncover issues other tools miss.

  3. Agentic Pentester can test supported findings against a configured, verified application. Security Reviewer can prepare draft pull requests for your team to review.

  4. Agentic Pentester automatically re-runs runtime tests after every merge to verify fixes in your running application.

Gets more accurate the longer it runs. Counterswarm uses repository context and recorded finding feedback to guide its analysis.

The component graph

Counterswarm uses repository context, code analysis, and available dependency evidence to investigate potential security issues.

Counterswarm security across your stack workflow illustration

Continuous learning

Counterswarm improves over time by learning from developer feedback on its recommendations. Adjustments are visible on the platform so you can track what the system has learned.

Counterswarm security across your stack workflow illustration

Security analytics

Review findings by repository and severity, along with scan activity and reported coverage across connected repositories.

Counterswarm security across your stack workflow illustration

Define what to detect, enforce, and automate in your own terms

Business Context

Add context about each repository in plain language: what the service does, who uses it, and what it handles.

Natural language rules

Write detection rules in plain English and Counterswarm applies them across your codebase.

API Connectivity

Query findings, trigger scans, and integrate Counterswarm into your own workflows and tooling programmatically.