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.

U.S. and Iranian Officials Meet Separately With Pakistani Mediators Ahead of Talks There was uncertainty about whether a cease-fire would hold and the two sides could reach a long-term deal. Vice ...