The problem
A traditional pentest is a snapshot. By the time the PDF lands, the surface it described has already shipped a dozen releases. The window between “tested” and “actually secure” is where real breaches happen, and a yearly cadence leaves that window open for eleven months at a time.
How Cybörü handles it
Cybörü runs the full recon → analysis → chain → exploit → proof loop continuously. As code ships and infrastructure shifts, it re-tests the affected surface automatically, reasoning about each change the way an operator would rather than replaying a static checklist.
Every confirmed path is deduplicated against what it already knows, so you get a living queue of what is exploitable today — not a re-litigation of last quarter’s findings.
What you get
Proof-backed findings with reproducible exploit artifacts, surfaced within hours of the commit or deploy that introduced them. Coverage of the whole surface, on a cadence no human team can sustain.