[ Resources ]

The thinking behind
autonomous offense.

Research, exploit write-ups and guides from the team building Cybörü — how an autonomous engine recons, reasons, chains and proves what's actually exploitable.

Test Your SecuritySee the platform →
[ Library ]

Start with the flagship,
then go as deep as you want.

FLAGSHIP REPORT

The State of Autonomous Exploitation 2026

Across thousands of continuous runs, we measured how often chained low-severity findings produced critical, proof-backed impact — and where human pentests and scanners systematically fall short. The full dataset, methodology and exploit chains, in one report.

Read the report →
[ Latest writing ]

Fresh from the engine.

[ Why we publish ]

Proof in the open.

Reproducible, not theoretical

Every write-up ships the exact path and artifacts — so you can verify the impact yourself, not take a CVSS number on faith.

Chains over checklists

We document how the engine combines weak signals into real, high-impact exploit paths the way a human operator would.

Updated as we learn

The engine runs continuously, and so does our research — new techniques and findings land here as soon as they ship.

Prove what's exploitable —
before an attacker does.

Test Your Security