Tools Development Lifecycle with JFrog Artifactory orchestrates multi-stage CI/CD workflows across SDK, UI, and internal tool repositories on Azure. Source contributions flow through PR validation, dependency checks, and manual review gates before merging trigger automated build pipelines that compile Python wheels and npm packages, publishing artifacts to JFrog Artifactory repositories. Approved artifacts are released to Azure Blob Storage and deployed via Kubernetes namespaces (dev and prod) with DNS routing and CDN distribution for frontend assets. This architecture demonstrates enterprise-grade artifact governance, automated validation, and rollback capabilities essential for managing complex tool ecosystems at scale.