Worked on the adobe/crewAI repository to enhance the reliability of AgentOps session management by addressing a critical bug in the session lifecycle. Focused on Python development, the solution involved implementing the is_auto_end flag when invoking agentops.end_session, ensuring alignment with skip_auto_end_session behavior and preventing premature session termination. This adjustment improved the stability of automated flows and reduced the risk of user disruption during session handling. The work was delivered through targeted changes in crew.py, following a disciplined test-and-review process. This contribution established a more robust foundation for future enhancements within the AgentOps integration, emphasizing full-stack and Python expertise.