Testing and Refinement for CRM Task Resilience

Using the 'Automate_CRM_Entry' task as a benchmark, describe a comprehensive testing methodology for your agent's resilience. How will you simulate unexpected pop-ups, intermittent network issues, and session timeouts within the Dockerized environment? Detail the expected behavior of your agent in these specific error scenarios and propose specific refinements to the LangGraph transitions or agent prompts to improve resilience and efficiency. Provide a detailed test plan outline including pre-conditions, test steps, and expected outcomes for error handling.