Field Notes

Logs, updates, and tactical cycling insights.

Why MCP is the Ultimate Architecture for Tactical Cycling Intelligence

One week ago, BikeScout was born. Here is why we are rethinking how off-road data should be analyzed for the modern rider.

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Hello Bikers!

In the era of Generative AI, everyone is trying to build "Chatbots for X." But when "X" is a high-stakes sport like mountain biking or gravel scouting, a standard chatbot isn't just insufficient—it's dangerous.

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