Forensic investigations in software systems often center around identifying the cause of unexpected outages, breaches, or data inconsistencies. While engineering teams are typically equipped to perform these deep dives, non-engineering teams like operations, product managers, or customer support also play a critical role. However, without technical expertise, contributing to these