BikeScout Blog

Logs, updates, and tactical cycling insights.

Vertical Awareness: The "Wall-Sense" Engine

A 10% gradient is a number. A 200-meter wall of volcanic mud at 18% is a tactical crisis. Most routing engines smooth out the pain, averaging the incline over miles.

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Why MCP is the Ultimate Architecture for Tactical Cycling Intelligence

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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Hello Bikers!

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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