Adaptive vs Static Training Plans
A Training Plan Is a Forecast. Coaching Is a Decision Process.
A static plan assumes the athlete who starts the plan will remain essentially the same athlete for the next several months. Real athletes do not work that way. Fitness changes. Fatigue changes. Life stress changes. Injury risk changes. Race priorities change.
QT2 treats the calendar as an output of a coaching process rather than as the authority. Current performance anchors help define where the athlete is. Training blocks are selected intentionally. StressLogic helps govern how much load is appropriate. Coach feedback determines when a change is meaningful enough to act on.
In practice, StressLogic weighs quantitative load signals (such as training load trends and recovery markers) together with qualitative input — how the work felt, soreness, motivation, life stress, mood, and session execution — via coach judgment and athlete report. The aim is appropriate stress for this athlete this week, not maximal stress on paper.
That does not mean training should change every time an athlete has a bad day. Good adaptive coaching is not reactive chaos. Sometimes the right decision is to hold the plan steady. Sometimes it is to reduce stress. Sometimes the athlete is ready for more.
A static plan can be perfectly appropriate for an athlete who wants low cost, has a stable schedule, understands how to self-adjust, and does not need accountability or interpretation. QT2 is more appropriate when the athlete wants a human coach responsible for making those decisions.