Pentest guide

Run a white-box pentest

Start an isolated run with an authorized target, repository snapshot, and ready model profile.

Three practical steps

  1. 01

    Prepare

    Confirm target authorization, repository commit, and the selected profile.

  2. 02

    Configure

    Start the run once capacity is available; Vlnry snapshots the complete configuration.

  3. 03

    Verify

    Watch durable progress and use resume only with the same immutable run snapshot.

Safety check

Before you continue

Vlnry does not switch model family or exact model IDs inside a run. A resumed run does not consume another run entitlement.

Last updated: July 2026