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 words children use play a critical role in their early success with math. Learn how to bring "math words" into your child ...

It took over a decade of checking and rechecking before his fellow mathematicians were happy that Dr Hales’s calculations ...