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One evening building a real-time Settlers of Catan assistant - a FastAPI search engine on top of catanatron, a Manifest V3 extension that taps the Colonist.io WebSocket, and the MessagePack protocol I had to decode to connect the two. What worked on the first live game, what broke, and why I am not training a neural net yet.
