LLM Gateway vs MCP Gateway: Why Enterprise AI Needs Both
Modern enterprise AI operates across two separate channels that are routinely conflated: Reasoning: (Application → LLM): Where applications send prompts, receive responses, and consume inference. Execution: (Agent → Tool / Data): The path where autonomous agents query databases, call APIs, and modify enterprise state using the MCP. These paths have fundamentally different responsibilities and different […]
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