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.

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Every conversation you have with an AI — every decision, every debugging session, every architecture debate — disappears when the session ends. Six months of work, gone. You start over every time.

It expands the world just enough to deepen intrigue while keeping its storytelling deliberately fragmented, encouraging curiosity without over-explaining. With its unique tone, memorable characters, ...