Turning Server Logs into Incident Summaries with Java and Groq

I built a small Java CLI that uses Groq’s LLM API to turn noisy server logs into structured incident summaries: root cause, severity, affected components, and suggested fixes. Introduction Server logs are useful, but during an incident they can also become overwhelming. A single failure can produce hundreds or thousands of lines in a few minutes. You search for ERROR , skim stack traces, follow timestamps, jump between services, and slowly piece together what actually happened. The problem is no