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AegisFleet is a modular multi-UAV swarm simulation platform built on ROS2 and Gazebo. Onboard autonomy is driven by behavior trees, with pluggable search strategies, coordination algorithms, and mission types. A web-based 3D interface provides live coverage mapping and fleet telemetry.