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 town in Uttar Pradesh is experiencing a transformative period as key infrastructure projects, including the NH-24 corridor and the upcoming Ganga Expressway, converge. This connectivity boom is ...