Software agents are moving towards autonomous system management, making traditional text-based logging inefficient. Binary logs, optimized for machine consumption without parsing overhead, offer significant performance gains in latency, storage, and accuracy. This shift transforms logs into active control surfaces for intelligent systems, enabling real-time monitoring and automated decision-making.
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