Pentest Swarm AI — Stigmergic Blackboard Architecture for Autonomous Penetration Testing

Pentest Swarm AI uses a shared blackboard, pheromone-weighted findings, and decentralized agent triggers to let attack paths emerge instead of following a fixed pipeline.

This is a practical cybersecurity example of stigmergy: agents coordinate by modifying a shared environment, much like ants leaving traces that bias later movement.

https://appscale.blog/en/blog/pentest-swarm-ai-stigmergic-blackboard-autonomous-pentest-architecture-2026