Example Concept: Developers should employ fairness evaluation techniques such as demographic parity, equal opportunity, and disparate impact analysis to assess and mitigate biases. They can use tools like fairness dashboards to visualize bias metrics and apply corrective measures such as re-sampling, re-weighting, or adversarial debiasing to ensure equitable outcomes across different demographic groups.