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As autonomous systems increasingly rely on large language models (LLMs) for reasoning, planning, and action execution, a critical bottleneck has emerged, not in capability but in communication. While LLM agents can parse instructions and call tools, their ability to interoperate with one another in scalable, secure, and modular ways...