Jev Diagnoses Kubernetes Faults Without an LLM Agent, Passing 76% of Tests

Jev-Driven SRE Diagnosis: What Worked and What Failed

A Jev-driven pipeline without an LLM agent collects Kubernetes evidence and lets Jev select root causes and supporting observations. Across 21 SREGym-Lite faults, it passed 80 of 105 diagnoses (76.2%) in a median 14.6 seconds, with 16 faults passing all five attempts. The approach uses programmatic evidence collection and Jev's multiple-choice decisions, costing an estimated $0.15 in inference.