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.
A huge fire at Belgium's Tomorrowland music festival site has “severely damaged” the main stage two days before the event. AddedJul 16th, 2025 Crucial negotiations are now underway in Islamabad ...