From Ring to Repo: Predicting Developer Fatigue Using Oura Data and Random Forest
A developer built a fatigue prediction model that combines Oura Ring sleep and heart-rate-variability data with GitHub pull-request velocity to estimate a daily "Cognitive Load Score." The pipeline in…