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.

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The New Group announced an extension for THE ADDING MACHINE, now running through May 17, with a live stream performance on ...

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Overview (Spoilers Below): A contest will decide the next head of the Azuma family.