Log and alert triage with decision models

Go CLI for managing WordPress sites at scale, with typesafe commands that ask Jev questions and a scan --triage that ranks malware findings.

Self-hosted Stacks blockchain data service whose Slack gate and fault-triage paths reportedly run on Jev decisions.

Unix filters (grev, tagv, rank, sortv, cutv, uniqv and more) that select, label and rank lines by meaning with Jev.

Home Assistant integration that runs weekly checks with Jev judgments and turns confident findings into Repairs cards for you to confirm.

Hermes Agent plugin exposing Jev as four coding-workflow tools: jev_check, jev_route, jev_score and jev_evaluate.

Scores OpenTelemetry logs with Jev for diagnostic value, priority and routing before any expensive LLM analysis.

Python CLI that analyses JSON, NDJSON and JSONC logs and artifacts with Jev question packs, anchoring each answer to source lines.

Splunk search command that asks Jev typed questions about events and adds probabilities, choices and scores as fields.

TypeScript library adding policy, confidence gates, shadow mode, recipes and an eval CLI around Jev answers.

One Jev call per log batch answers noise and severity questions; code maps answers to suppress, watch, review, notify or page.

On-call tooling where Jev judges alerts and incident hypotheses and plain code decides: alert routing plus a no-LLM root-cause benchmark.

Spring WebFlux starter: a semantic circuit breaker where Jev flags HTTP 200 responses whose bodies actually encode failures.

Test-failure triage for coding agents: local rules first, then one batched Jev call labels failures RETRY, FIX_CODE or FIX_ENV.

Bash-native CLI that filters any stream by meaning with Jev, like grep for semantics, so an agent wakes only for lines that matter.

Rust streaming event bus whose routing is decided by Jev, one question per subscription, with deliver, review or drop thresholds.

Rust CLI and TUI that streams Kubernetes logs, applies offline rules and Jev analysis to flag what matters, then hands off.

Prunes long command output for coding agents by asking Jev which lines matter for the task, keeping original text and order.

Apache NiFi processor that routes FlowFiles yes, no, review or failure based on a Jev yes/no question and a confidence band.

CLI that searches code, docs and logs by natural-language condition, asking Jev a yes/no question per candidate with a threshold.

Claude Code skill that hands bulk 'read a lot to decide a little' judgments over files, logs and tickets to Jev and returns a shortlist.

ROS 2 robot diagnostics CLI where an optional agent uses Jev to choose which read-only evidence tool to call next.

Unix filter for security alert triage: JSONL alerts in, Jev answers five typed questions, code routes each alert.

Go utilities for TypeSafe: a grep-like qgrep CLI, a kubectl plugin for asking questions about pod logs, and an SDK.

Two small Python apps: Jev triages failed pipeline tasks into review, retry, page or ticket, and routes support messages to agents.

Smart-meter fleet dashboard where code pre-filters telemetry and Jev classifies anomalies for remediation across millions of endpoints.

Tool that lets code and agents ask Jev typed questions via reusable jevels, mapping answers to act, mark or fall_back.

OpenTelemetry Collector processor that asks Jev how useful each metric is from its metadata and applies keep/drop policy.

OpenTelemetry trace processor that asks Jev whether an operation is diagnostic, business-critical and worth keeping, and annotates spans.

Playwright TypeScript project using Jev for semantic assertions, element picking, goal-driven steps and test failure classification.

Browser studio and templates for trying Jev as a System 1 reflex gate in front of frontier LLMs, with code exporters.