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Article · Benchmarks & research

Jev-Driven SRE Diagnosis: What Worked and What Failed

SREGym benchmarks a Jev-only diagnosis pipeline with no LLM in the loop: it programmatically collects Kubernetes evidence, then Jev picks the…

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How builders describe it

SREGym benchmarks a Jev-only diagnosis pipeline with no LLM in the loop: it programmatically collects Kubernetes evidence, then Jev picks the root-cause component and supporting observations. Across 105 diagnoses on 21 faults it passed 80 (76.2%) at a 14.6 s median time and an estimated $0.15 total…

The decision Jev makes

Benchmark questions with known answers, to check accuracy and confidence.

Where it fits

Head-to-head tests, calibration studies and independent research into how well Jev decides, how fast, and at what cost. All 682 benchmarks & research projects →

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