Code

We understand your code like a Security Engineer, tracing business logic, mapping cross-service data flows, and surfacing real vulnerabilities, fixing them autonomously.

Counterswarm security across your stack workflow illustration

Detect what pattern-matching misses

Stop unauthorized access before it ships

Counterswarm catches broken authorization, privilege escalation, IDOR, and subscription tier bypasses by reasoning about what your code is supposed to do

Counterswarm find and fix code risks workflow illustration

Eliminate cross-service blind spots

Counterswarm maps data flows across service boundaries, exposing attack paths that only exist between components—where an input in one service reaches a vulnerable sink in another.

Counterswarm find and fix code risks workflow illustration

Surface critical attack chains from low-severity noise

Counterswarm connects individual low-severity findings into exploitable paths by mapping how weak points chain together through your application’s data flows and control logic.

Counterswarm find and fix code risks workflow illustration

How Counterswarm secures your code

Find vulnerabilities hidden in your systems logic

Surface broken authorization, privilege escalation, and logic flaws by analyzing data flow, service interactions, and runtime behavior across your codebase.

Counterswarm find and fix code risks workflow illustration

Prove which vulnerabilities attackers can exploit

Reduce triage noise with evidence trails and exploitation conditions. When scoped runtime testing is enabled and configured, supported checks can test findings against your application.

Counterswarm find and fix code risks workflow illustration

Generate fixes that match your codebase

Ship fixes faster with pull request comments that match your conventions. Developers review and merge without context-switching or manual remediation.

Counterswarm find and fix code risks workflow illustration

Designed for flexibility

Deep scans

Analyze your entire codebase to surface the full landscape of vulnerabilities.

PR scans

Review connected code changes and surface potential vulnerabilities with supporting evidence.

Source control native

Findings surface as PR comments with one-click access to full context and generated fixes.

Developer feedback

Review findings and record feedback to guide future triage.