Agents

Sapper-v2, an autonomous penetration testing agent with AI commander and worker swarm

Original titleN1nEmAn/sapper-v2

Outlet: GitHub
Published: Oct 31, 2026
Importance: 2/5
Trending: 18

Summary

Sapper-v2 is an autonomous penetration testing legion combining an AI commander, worker swarm, and layered fact-intent graph. It won third place in Tencent's Intelligent Attack-Defense competition with 634 teams, using 1 billion tokens to outperform teams using 4.5 billion tokens over 8 hours unattended.

Original excerpt

Autonomous pentest legion — AI commander + worker swarm + layered fact-intent graph. 3rd Tencent Intelligent Attack-Defense online champion (634 teams · 8h unattended · 1B tokens beat 4.5B). The Nüwa Test: give AIs Create/Language/History, let a civilization grow.

#agent#autonomous#pentest

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