A Coaching threadCoaching threadA specific, actionable area of improvement identified by LapBrain's analysis, such as 'trail braking in T5' or 'consistency through the esses.' is a recommendation that LapBrain tracks across multiple sessions at the same track. It's the system that turns isolated session analysis into continuous improvement.
How threads work
When LapBrain identifies a focus area — say, "brake later into Turn 5" — it creates a coaching thread for that specific issue. The next time you ride that track, LapBrain checks whether the data shows improvement in that area.
This is different from getting a new recommendation each session. Threads persist: if you haven't resolved an issue, LapBrain keeps tracking it rather than moving on to something else.
Thread states
- Active — the issue still exists and LapBrain is tracking it
- Improving — the data shows measurable progress toward resolving the issue
- Resolved — the issue is no longer present in your recent sessions
When a thread is resolved, LapBrain automatically surfaces the next highest-impact recommendation. Your coaching evolves as your riding does.
A thread moving from Active to Improving is worth celebrating — it means your focused practice is working, even if you haven't fully resolved the issue yet.
Why threads matter
Without coaching threads, each session's analysis would exist in isolation. You'd get the same recommendation over and over without knowing if you're making progress. Threads close the loop:
Recommendation → Action → Measurement → Feedback
This is the same loop professional race engineers use when coaching riders. The difference is that LapBrain does the measurement automatically — you just ride, upload, and review.
Coaching threads require at least two sessions at the same track. The more sessions you have, the richer the thread history and the more confident the improvement detection.
Viewing your threads
Coaching threads appear in the cross-session comparison view. Each thread shows its history: when it was first identified, how it's changed session to session, and its current status.
What to do next
- Review your active threads — open the cross-session view for your most-ridden track and check which threads are active.
- Pick one thread to focus on — at your next track day, that thread's recommendation is your briefing goal.
- Upload promptly — the sooner you upload after a session, the sooner you see whether your thread moved from Active to Improving.
- Read Comparing Sessions for the full cross-session workflow.