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.

China is deploying subsea data centers powered by offshore wind to meet rising AI demand and reduce land and energy ...

Africa’s cloud maturity is accelerating, but are organisations solving the right cost problems, or just the most obvious ones ...