Fairness Ceremonies and Checkpoints

Fairness stays in view across a Sprint only when reviews show disaggregated evidence, retrospectives ask fairness questions, mid-Sprint checkpoints verify fairness where bias enters, and improvement cycles turn each finding into a better practice.