Track Viewer MVP
Turned a local GPX export into a readable route, lap list, and synchronized telemetry.
A concise view of what the product has established, what it is strengthening now, and the boundaries it intends to keep.
Turned a local GPX export into a readable route, lap list, and synchronized telemetry.
Made two laps comparable around the circuit rather than only at the finish line.
Connected the lap to sectors, geometry, and rider-demonstrated potential.
Made missing, implausible, and low-confidence data visible instead of silently correcting it.
Connects observations to supporting values, cautious interpretation, and repeatable experiments.
Opportunity selection and consistency evidence for the sources riders already use.
More technique guidance only where new planning and evidence can support it.
Longitudinal and navigation/trajectory fusion remain investigations, not promises.
No cloud accounts or backend, no multi-rider dashboard, and no mobile companion app. The product remains a private, local-first rider analysis tool.