PR-level scanning
Dependency changes are analyzed for reachability before merge, directly in the pull request workflow.
We find vulnerable and malicious dependencies by understanding what's reachable and exploitable in your environment.
depthfirst traces execution paths from your code, through the full transitive dependency tree, down to the vulnerable function or symbol, so teams can focus on the issues their application can actually reach.
Supply chain scanning runs on the same Component Graph as code scanning, so a vulnerability in a shared library is assessed in the context of every service that imports it.
Agentic pentesting confirms whether a reachable dependency vulnerability can actually be exercised in a running application.
Dependency changes are analyzed for reachability before merge, directly in the pull request workflow.
Supply chain findings appear alongside code findings in a single queue with the same evidence format and triage workflow.
Findings are ranked by whether the vulnerable path is actually called by your application, giving your team clearer signal on what to fix first.
Each finding includes the reachability verdict, the full dependency path, and upgrade guidance your developers can act on immediately.
Find real vulnerabilities by tracing business logic, data flows, and cross-service interactions across your codebase.
depthfirst reasons about business logic and cross-service data flows the way a security engineer does, so the only findings you see are the ones that are genuinely exploitable.
Detect malicious behavior before it spreads through your environment.
Confirm which vulnerabilities are exploitable by testing your running application with real attack paths.
depthfirst attacks your running applications continuously, proving at runtime which vulnerabilities are actually exploitable and re-testing every fix after merge.
Detect and validate credentials across your codebase, CI/CD pipelines, and runtime environments.