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Updated , rescanned every two hoursMonday, November 2, 2026

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Open-source AI swarm beats humans in Tencent pentest challenge

AgentsSecurityCoding

N1nEmAn/sapper-v2: preview

What is sapper-v2?

sapper-v2 orchestrates a team of AI agents to run automated penetration tests. You can swap any language model into roles like commander, scout or worker, while the framework handles scheduling, communication and shared memory.

Who it is for

Security researchers and CTF teams can adopt it to scale vulnerability hunting without writing custom scripts.

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