Treating web scraping infrastructure “as code” is increasingly necessary as organizations scale data collection, tighten governance, and face stricter compliance requirements. Applying GitOps principles – where configuration is version-controlled and Git is the single source of truth – to crawler configuration and schedules brings reproducibility, auditability, and safer collaboration.