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.

Since his re-election in November 2024, President Donald Trump has threatened tariffs and other trade measures on adversaries and allies alike at a rate of about once a week. He followed through on ...