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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Shouling Ji

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Review Aug 2026

MazeRunner: Nonlinear Task and Clue Orchestration for LLM-driven Black-Box Automated Penetration Testing

MazeRunner is presented, an autonomous penetration testing system built on a three-agent task-and-clue orchestration framework that separates global orchestration, context-intensive execution, and failure-oriented review while persistently maintaining task states and environmental evidence.

Zhenyuan Li, Yi Jiang, Junjie Cheng et al. · 0 citations

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