Every tuning change needed a code review, a release, and a week of store rollout. So we stopped tuning, which is the worst possible outcome. Eighteen guesses in a const val Our location pipeline accumulated roughly eighteen numbers that shaped its behaviour: speed band boundaries (walking, cycling, driving) a minimum displacement gate for each band a stationary speed and jitter threshold a rolling history window size and its movement threshold a hard te...