PII detection and redaction with decision models

Python/TypeScript/Go chatbot safety library checking user input and bot replies with Jev and returning one actionable verdict per message.

Fills Japanese government PDF forms by asking Jev which profile item each unlabeled field is; personal values stay in the browser.

Zero-dependency Node CLI that classifies a folder of company files with Jev by department, type, sensitivity, date, counterparty and PII.

Router that uses Jev's cloud decisions today, logs every decision with probabilities, and distils a local routing model from your traffic.

Passive Chrome extension that inventories a site's browser-visible attack surface and uses local Laya or Jev to prioritise findings.

Helper n8n node for Jev by Brains of Bots: classify, route and score with a probability per answer to send unsure items to review.

Go linter whose rules are plain-English questions: static analysis picks nodes, Jev answers a Noul about each one.

Streaming PII redaction library for TypeScript with 155 regex detectors, optional NER, and opt-in Jev confirmation before redacting names.

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

Windows tool that reads the local WeChat chat, redacts it, and has Jev judge conversation stage, intent, tension and next action.

Six side-by-side demos where Jev makes the decision, Claude or Kimi writes the words, and code owns control flow.

Scaffold of n8n workflow patterns using Jev for PII screening, agent guardrails as hooks, and workflow evals with Jev as judge.

Local-first personal-data inventory tool with optional Jev classification per column, not per row, and dry-run payload review.

UiPath prior-authorisation triage agent with a Jev guardrail that measures and records PII crossing the model boundary without masking.

.NET 10 and React 19 ticket triage where Jev answers five typed questions in one call and .NET business rules make the final routing.

Oxlint plugin where lint rules are plain-English yes/no questions about code that Jev answers, reporting matches above a cutoff.

System 1 ingestion gate that asks Jev intent, risk and sensitivity in one call, then blocks, answers deterministically or passes to an LLM.

Pi guard plugin with timing-based rules, Jev risk checks on tool calls, output redaction and reminders for repeated failures.

Benchmark testing whether Jev or open Kev can replace an LLM judge in agent guardrail callbacks on 7,925 public examples.

Claude Code plugin and Python CLI that hands judgments repeated over many items to Jev, with redaction, rate limits and a pilot run.

CLI that sends text to Jev for 13 PII-category yes/no checks and a sensitivity score, then locates spans with regex and segmentation.

Python SDK for typed Jev judgments that masks state before sending and returns 'undecided' instead of raising on any failure.

Adds Jev semantic rules to Zod 4 schemas: Zod checks the shape, Jev checks the meaning, all rules in one request.

Python re-style library that finds, replaces, splits and extracts text by meaning, with Jev judging each candidate span.

Data-engineering demos putting Jev inside DuckDB SQL, dbt tests, Databricks and charting, with live versus simulated runs labelled.

Zero-dependency library that numbers a text's words so Jev can pick them, returning exact substrings for extraction and PII.

Rust CLI of Jev experiments: HIPAA-style PHI detection, code-comment review, tone analysis and occupation classification.

Desktop dictation and meeting-notes app with optional Jev fast judgments for citation checks, history search and live meeting cues.

Zero-shot named entity recognition that turns Jev's Choice answers into entity spans via nominate, verify and boundary questions.

OpenAI/Anthropic-compatible Go gateway where Jev or Laya rates topic, complexity, risk and privacy to pick the cheapest adequate LLM.