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⬢github Python · 1.5K ★ +689 since we first saw it · pushed 16 h ago · MIT

N1nEmAn/sapper-v2

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.

sapper-v2 is a Python multi-agent orchestration harness for autonomous penetration testing and CTF work. An AI commander dispatches worker agents that attack in parallel, with shared memory in a layered fact-intent graph, and agents/models are swappable via CLI flags or env vars.

Why now: It won the 3rd Tencent Intelligent Attack-Defense online qualifier (634 teams, 8h unattended) matching the runner-up's flags on ~1B tokens versus 4.5B, and it's trending on GitHub with 844 stars.

Who it is for: Security researchers and CTF competitors running authorized autonomous pentesting, plus builders of long-horizon multi-agent systems.

ai-agentspentestctfmulti-agentllmpython

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Open on GitHub →

Stars over our 146 snapshots: 836 to 1.5K, since 2 d ago.

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