Building Routes for Training: From Frustration to an AI-Assisted Product
How the lack of a route builder that understood structured training led me to build one—and what AI changed about the process.
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Cycling & sports tech
Power meters, connected training, route tools and practical bicycle engineering.
← ALL BLOG ENTRIESZwift Hub vs Favero Assioma Duo: A Real-World Power Comparison
Comparing trainer and pedal power across the same indoor workout—and separating a useful agreement check from laboratory accuracy.
READ ENTRYRebuilding a Peugeot Reynolds 708 for Modern 11-Speed Riding
A sentimental 1990s steel frame, professionally realigned and refinished, then rebuilt as a modern and genuinely rideable classic.
READ ENTRYWhen ANT+ Pairing Was Really a Battery-Door Fault
How an intermittent Stages power meter led from firmware suspicion to a mechanical contact problem in the battery cap and seal.
READ ENTRYOne Sensor, Two Radios: Revisiting the Original Wahoo TICKR
A 2015 look at an ANT+ and Bluetooth heart-rate sensor, refocused on interoperability, app behaviour and protocol boundaries.
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