During March 2026, contributed to the apache/flink repository by delivering runtime context exposure for Python User-Defined Extensions (UDX), achieving feature parity with Java UDX. This work involved updating the protobuf protocol to transmit runtime context data within UserDefinedFunctions and UserDefinedAggregateFunctions, enabling enhanced observability and resource awareness in Python-based pipelines. Implemented new getter methods in the Python FunctionContext to provide access to task name, subtasks, parallelism, and attempt details, thereby improving debuggability and analytics capabilities. Leveraged skills in data processing, Java, and Python to close issue #27831 and lay the foundation for future enhancements in cross-language UDX support.