Finding the Real Reasons Jenkins Jobs Fail: Elasticsearch, a Hybrid Classifier and a Claude Reporting Agent
Nov 1, 2026 · @Mahima
Across 4 Jenkins instances and 3000+ jobs, we turned an unreadable pile of failures into a ranked, routable list of causes: unclassified failures fell from about 40% to 10-15%, 7
