Security review with
no third-party API calls.
Some codebases cannot be sent to someone else's model — not encrypted, not redacted, not at all. This runs entirely on your own hardware: three open models on one workstation, in a sandbox with no network.
A real disclosure: CVE-2024-2952, a critical server-side template injection, run against the commit before its fix — with no advisory text and no hint of the answer.
Local
Three open models on one box. The sandbox runs --network=none. Nothing is
uploaded, because there is nowhere for it to go.
Legible
Every tool call, every citation, every line it read — streamed while it works, then written to a markdown casefile you can diff and keep.
Calibrated
Confidence is measured, not asserted. Claims that fail verification are marked as failures rather than quietly dropped.
Start a conversation
Tell us what you are reviewing, and what cannot leave your network.
get@upskilled.consultingPrefer LinkedIn? Message us there.