Code Review

Code review is a systematic process where developers examine each other's code before it is merged into a production system to identify bugs, security vulnerabilities, and compliance violations. For AI governance, code reviews are critical because they ensure that machine learning pipelines, data processing scripts, and AI model implementations meet organizational standards for fairness, explainability, and regulatory requirements. Organizations use code review practices to maintain auditability and reduce risks associated with biased algorithms or undocumented data transformations that could create compliance issues.

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