Finding the Real Reasons Jenkins Jobs Fail: Elasticsearch, a Hybrid Classifier and a Claude Reporting Agent

Learn how we turned 3000+ chaotic Jenkins jobs into structured, actionable telemetry using Logstash, scikit-learn, and a read-only Grafana MCP server.