AI agents that continuously reason across your code, infrastructure, dependencies, and the runtime context to find complex exploitable vulnerabilities, prove what matters, and ship merge-ready fixes.
> 90%
< 3 min
> 6 years
> 50%
Autonomous FFmpeg zero-days with reproducible PoCs.
Four NGINX memory corruption bugs confirmed.
Reinforcement-trained agents for vulnerability discovery.
Developers, coding agents, and now even business users all push new code and pull dependencies continuously. Every entry path may expose vulnerabilities or malware.
Find real vulnerabilities by tracing business logic, data flows, and cross-service interactions across your codebase.
Trace risk through your full dependency tree and surface only the vulnerabilities with a real execution path to them.
Detect and validate credentials across your codebase, CI/CD pipelines, and runtime environments.
Confirm which vulnerabilities are exploitable by testing your running application with real attack paths.
Detect malicious behavior before it spreads through your environment.
From customers
depthfirst has fundamentally changed how we think about code security and quality at Moveworks. They not only find code defects and complex threats; their PR reviewer proposes concrete code changes developers can apply directly in the pull request, making remediation fast and frictionless.
