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Middleware trade-offs in ROS 2 reveal that optimizing for spatial abstraction can compromise temporal guarantees, challenging the robustness of robotic communication.
Traditional observation tools can inflate discovery costs and drop messages, but ros2probe achieves perfect recall while slashing resource usage by up to 28 times.
Robot middleware can transform into a critical "harness" layer that ensures safe and efficient integration of AI models into robotic systems by enforcing control, timing, and communication simultaneously.
