Amazon Redshift will discontinue support for Python user-defined functions (UDFs) after June 30, 2026, encouraging users to migrate to Lambda UDFs which offer better integration, scalability, and security. The article provides a detailed guide on how to transition existing Python UDFs to Lambda UDFs, including setup, testing, and monitoring through AWS tools.