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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Companies have reported big drops in copper wire theft since Louisville began cracking down on criminal activity in 2024. Here's how the city did it.