Talent identification in cycling: what data can show
What power profiles, maturation, durability and Zwift Academy show about young cyclists, and why data should open doors while scouts and coaches decide.
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Cycling training zones: power and heart rate made simple
Coggan's seven power zones, heart rate zones from your threshold heart rate and the three-zone model, with worked numbers and what each zone trains.
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Rider selection in cycling: picking a team with data
A sports director's guide to rider selection: match the course to power profiles, check form and durability, fill every role, then explain the choice.
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Watts per kilo: why climbers live by one number
On a steep climb, power per kilogram decides who reaches the top first. How W/kg, VAM and climb times connect, and where the number misleads.
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Bike fit and power: can a better fit make you faster?
What research shows about saddle height, cranks, comfort and aero, how to test a fit change properly, and why one-session miracles rarely hold up.
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Saddle pressure mapping: what the data shows fitters
How saddle pressure mats work, what they show about load, symmetry and movement, what they cannot measure, and a repeatable before-and-after protocol.
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Time trial pacing: how to ride a TT with power
Even power is the baseline; a few percent more on climbs and into the wind is the refinement. How to set targets, plan the course and review the file.
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Cycling nutrition: carbohydrate by the numbers
How many grams of carbohydrate per hour to take on the bike, why glucose plus fructose matters, how to train the gut and how to plan race fuel from kJ.
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Indoor cycling training: make smart trainer data count
ERG mode, trainer power against pedal power, heat and fans, indoor and outdoor FTP: how to get numbers from the smart trainer that you can trust.
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Double threshold training: the Norwegian method for cyclists
What double threshold training is, where the Norwegian method came from, how lactate-guided intervals work and how a cyclist could try it with care.
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