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 UK-based couple's project loops in several colliding trends: vibe-coding, rising gas prices, and how people interact with ...