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As a new integration fabric built for AI experiences is increasingly required, MCP is emerging as a practical strategy.
You gotta build a "digital twin" of the mess you're actually going to deploy into, especially with stuff like mcp (model context protocol) where ai agents are talking to data sources in real-time.