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Simulate Your Cloud Architecture with an MCP Server Before You Deploy

Most capacity questions I get asked boil down to "what happens if traffic triples?" Usually the honest answer is "we'll find out in production." I build Cloud World Model (CWM), a simulator you can call over MCP, so an AI assistant can work through that question before deploying or changing infrast…

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  1. 2026-11-03 00:56 · DEV Community — AI
    Simulate Your Cloud Architecture with an MCP Server Before You Deploy

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