Unit 10: Bias Detection, Testing & Mitigation for Devs
Bias testing doesn’t belong in a policy binder — it belongs in your CI/CD pipeline.
Embed bias audits into:
Unit tests (pre-training)
Validation scripts (pre-deploy)
Monitoring dashboards (post-deploy)
Documentation checklists
Pull request templates
📌 If it affects people, don’t skip the fairness test.
