OnCall-Memory: An Incident Response Agent That Learns From Past Incidents

A team at Hack With Bangalore 4.0 built OnCall-Memory, an incident investigation tool that runs through a Streamlit interface, under Problem Statement 7. The article is a contributor's account of their role as Member 4, who focused on README documentation and preparing the project demo script. The contributor also helped keep the documentation and presentation consistent with the implemented workflow and organised the technical explanation for reviewers. A key challenge was understanding how the project's components fit together so the documentation stayed accurate. The author concluded that clear documentation and a well-prepared demo are essential to making a project understandable and easy to evaluate.