Log and alert triage with decision models

Data-incident router and use-case guide: registry facts first, then Jev Choice, Score and Noul with confidence-gated human review.

Measured runs of Jev triaging incidents for a simulated 10,000-robot warehouse fleet, with cost and a ModernBERT comparison.

Experiment testing whether a local Qwen read via label log-probabilities can replace Jev on synthetic AIOps alert decisions.

R&D repo with three Jev pipelines (ticket triage, alert triage, deploy-risk gate) built from four reusable patterns.

PowerShell module that builds Jev Noul, Choice and Score questions and returns answers as pipeline-friendly properties.

grep where the pattern is a description: each line, record, function or diff hunk becomes a streamed Jev yes/no question.

Industrial demo replaying compressor telemetry where code flags anomalies and Jev picks the manual fault, severity and certainty.

Incident-scoping tool that starts from one malicious process and asks Jev which linked telemetry belongs to the same incident.

Python library and CLI that turns noisy sources like CI logs, diffs and web pages into small, traceable Jev briefings.

grep by meaning: pipe text in, ask a yes/no question in plain English, and Jev returns matching lines, even behind tail -f.

Pi extension that dedupes repeated file reads and, opt-in, has Jev mark passing-test noise in long logs, with verbatim recall.

Web app that sends identical ticket-routing and alert-triage questions to OpenAI Decisions and Jev side by side.

SREGym blog post on Kubernetes incident diagnosis with no LLM agent: Jev picks a root cause from collected evidence.