Set Quality Gates and Thresholds

A quality gate is an automatic rule that stops a bad model from shipping. If the new model misses the bar, the build simply fails.

Choose one metric that matters most for the task, like F1 or AUC. Your primary metric drives the gate so the decision stays clear.