How should training change as I get older?
There is no birthday when training suddenly changes. Adjust from the runner's history, current recovery, health, strength and response to load. Many older runners benefit from keeping some intensity, adding progressive strength and allowing more recovery between demanding sessions, but the right frequency is individual. Judge the plan by how consistently the athlete absorbs it, not by age alone.
