1. The Autonomous Replication Loop
Vulnerability scanners often fail at logical confirmation, producing heavy noise. Our AI validation engine processes raw submissions, compiles automated replication scripts, and executes them against secure targets.
01
Ingest & Parse: Standardizes Markdown descriptions, headers, and HTTP payloads into a structured syntax tree.
02
Compile Reproducer: Generates a clean Python script or raw HTTP packet stream representing the exploit path.
03
Execute in Sandbox: Runs the script inside an isolated Docker environment with locked networking to observe responses.