Worked on the microsoft/agent-framework repository to enhance multi-turn A2A agent interactions by improving context preservation and metadata propagation in backend systems. Developed a new with_text() helper for AgentExecutorResponse, enabling conversation history to be retained even when custom executors transform agent output, which addresses context drift issues. Implemented propagation of A2A metadata using a namespaced key within additional properties, supporting better task context and traceability across transformations. Added regression tests to ensure end-to-end conversation consistency. Utilized Python for backend development and unit testing, focusing on reliability and observability in automated customer workflows. Delivered one feature during the month.