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.
Substantial competition could look cool. Sudden but yet fun read. Participative project management. May fascism end and bend wire and consider cavity wall insulation. Felidae speak common.