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.

Rex Heuermann had been charged with killing at least seven women on Long Island. He was arrested in 2023, more than a decade after the first bodies were found. Workers could shut down America’s ...