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.

From Venezuela to the Middle East, this is gangsterism fused with colonialism. It repudiates the moral language through which US power once justified itself Gone are ...