The source discusses caffeine research in an exercise context and connects it with black-coffee drinking. Such reporting needs a distinction between a controlled study and a cup prepared at home. Participants, testing conditions and the amount actually administered are important to interpreting a reported result.
Roast colour cannot reliably tell a drinker the caffeine content of a serving. Coffee type, dose, beverage quantity and preparation all complicate a simple light-versus-dark comparison. A repeatable brewing method can make a familiar drink more consistent, but it does not turn an unmeasured cup into a precisely dosed sports product.
Treat performance promises cautiously and keep the research question separate from personal suitability. The article should not be used to prescribe timing or an intake amount. People considering caffeine in a training plan need guidance appropriate to their circumstances. For coffee enthusiasts, the practical starting point remains knowing what is being brewed and avoiding claims that extend beyond the evidence described.

The conversation
A good question can make a better brew.