04:12
2026-07-01
dev.to
machine-learning
Shift-Left Meets AI: Catching Bugs Earlier with Predictive ML Models in Your Dev Pipeline
A developer describes how combining shift-left testing with machine learning can predict where bugs will appear before code is merged. By analyzing historical defect data and commit-level features suc…