Traditional static application security testing (SAST) tools flooded developers with false positives. Modern AI security copilots analyze the execution context of the codebase, verify exploitability, and directly create git pull requests with the necessary fix and unit tests included.
From Red Alarms to Automated Pull Requests
Traditional static application security testing (SAST) tools flooded developers with false positives. Modern AI security copilots analyze the execution context of the codebase, verify exploitability, and directly create git pull requests with the necessary fix and unit tests included.
Critical Security Checkpoints in Modern CI/CD
- Dependency Graph Scanning: Flagging malicious open-source packages (typosquatting and dependency confusion attacks) at pull time.
- Secret Detection: Preventing AWS keys, database passwords, or JWT secrets from ever entering git commit history.
- Infrastructure as Code (IaC) Auditing: Inspecting Terraform and Kubernetes manifests to ensure no security groups expose open port 22 or 0.0.0.0/0 to public internet.