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 two-week cease-fire between the United States and Iran appeared to be largely holding on Wednesday, as both sides claimed victory amid deep uncertainty about plans to fully reopen the Strait of ...