# Adaptive AI-driven cycling suggestions after every ride

If adaptation waits for next week, it is late. Each ride should update your next move immediately.

## Post-ride loop
1. Ingest activity load and intensity distribution
2. Re-evaluate short-term fatigue and recovery context
3. Re-rank the next session with primary and fallback options

This keeps the plan alive. The next session becomes more precise than the last.