Introduction: Problem, Context & Outcome Modern IT and DevOps teams manage complex systems that generate massive volumes of logs, metrics, events, and traces. However, engineers still rely heavily on manual analysis and reactive troubleshooting. As systems scale, this approach leads to alert fatigue, delayed incident resolution, and unpredictable downtime. Consequently, teams struggle to maintain reliability…