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Jev for Moderation

121 curated Jev resources. Screen user-generated content for policy violations, spam, and prompt injection.

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  • Docs5
  • Repos & sites101
  • Videos2
  • Posts2
  • Articles8
  • Playgrounds3

All 121 Jev resources for Moderation

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Showing 97–121 of 121 resources

Moderating a site with Jev
Tom Nick's write-up before jevdit.com: irony detection on 100 German soccer tweets, with Jev 1.13.0 next to Opus, Astra, and Laya.
Jev Guides & ArticlesArticle#community#article#moderation
Community
Jev Detector
A no-login page that scores pasted prose sentence by sentence with Jev, using a 0–4 style rubric, and highlights only the sentences that cross its threshold.
Jev Demos & ExperimentsPlayground#community#playground#moderation
Community
Jevdit on Hacker News
Tom Nick's Show HN for a discussion site where Jev moderates every post, with a link to the irony-detection write-up.
Jev Guides & ArticlesPost#community#moderation
Community
TypeSafeAI for .NET
6GitHub stars
.NET SDK for the System One API with typed question sets, HttpClientFactory and dependency-injection wiring, plus Microsoft.Extensions.AI guardrail, routing, tool, and evaluator adapters.
Jev Repos & SDKs#community#sdk#csharp
CommunityHawxy/TypeSafeAI.NetC#
TypeSafeAI (tryAGI .NET SDK)
0GitHub stars
A NativeAOT-ready .NET SDK generated from TypeSafe's OpenAPI definition, with typed question sets, batching, dependency injection, and Microsoft.Extensions.AI integrations.
Jev Repos & SDKs#community#sdk#csharp
CommunitytryAGI/TypeSafeAIC#
jev-axi
27GitHub stars
Agent-ergonomic CLI following the AXI conventions that gives coding agents Jev judgments for blocking risky tool calls, screening fetched content for prompt injection, triaging logs, flagging risky diffs, and ranking many items. Routine commands are decided locally at no cost.
Jev Tools & CLIs#community#typescript#cli
Communityshiftynick/jev-axiTypeScript
jev-guard
63GitHub stars
A security hook for coding agents that asks Jev three typed questions before every tool call and scans tool results for prompt injection, with adapters for Claude Code, Codex, Copilot CLI, Gemini CLI, Cursor, pi, OpenCode and ACP.
Jev Tools & CLIs#community#javascript#agents
Communityleepokai/jev-guardJavaScript
jev-sec-bench
3GitHub stars
Blind security benchmarks for Jev on public corpora: 662 prompt-injection messages and 200 matched vulnerable-code pairs, with raw per-sample results and a TUI dashboard.
Jev Practices & Patterns#community#go#benchmarks
CommunityGaurav-Gosain/jev-sec-benchGo
Zero-shot email classification with TypeSafe's Jev
3GitHub stars
An exploratory study of zero-shot ham, spam, and phishing classification with Jev: enriched email context raised main-set accuracy from 93.62% to 98.64%, within 0.23 points of a trained TF-IDF baseline.
Jev Practices & Patterns#community#python#evaluation
Communitybitnovus/jev-spam-evalJupyter Notebook
Jev Cookbook
36GitHub stars
Fifteen runnable OpenRouter recipes for Jev covering support triage, database indexing, PII scanning, moderation, lead scoring, a browser agent, and a Gmail labeler, each with a small labelled dataset and saved live results.
Jev Cookbooks#community#javascript#openrouter
Communitynexibeo/jev-cookbookJavaScript
Jev Moderation Bot
46GitHub stars
A self-hosted Discord bot that classifies messages with Jev in real time, deletes spam and scam links, escalates repeat offenses through warnings to timeouts, and profiles members from message history.
Jev Tools & CLIs#community#python#moderation
Communitybrainstormity/Jev-Moderation-BotPython
jev-git
4GitHub stars
A single-binary Rust gate that screens staged git diffs for unredacted secrets, prompt-injection attacks, and destructive commands with calibrated Jev probabilities in about 80 ms, invoked as git jev.
Jev Tools & CLIs#community#rust#cli
CommunityAkashPriyadarshii/jev-gitRust
s1
1GitHub stars
A Rust derive layer for typed System One decisions: enums and structs become Choice, Score, and Noul questions with compile-time-checked, confidence-gated answers, plus a scriptable fake client for network-free tests.
Jev Repos & SDKs#community#rust#sdk
CommunityAbdelStark/s1-rsRust
jev-gate
9GitHub stars
A tool-call gate for Claude Code, Codex, Cursor, and other harnesses backed by Jev: deterministic rules and a read-only allowlist run first, then one request answers allow, ask, or deny in about 400 ms.
Jev Tools & CLIs#community#python#guardrails
Communityeugeniughelbur/jev-engineeringPython
Safer with Jev
5GitHub stars
Neon Function proxy and showcase site that puts request bodies to Jev: the judgment is the URL path, and bodies that pass can be forwarded unchanged to a caller-chosen HTTPS target.
Jev Tools & CLIs#community#typescript#gateway
Communityandrelandgraf/safer-with-jevTypeScript
Low-latency audio decisions POC
2GitHub stars
Private TypeScript proof of concept that flags Spanish profanity with Jev Boolean and Score questions and replaces the matching word intervals with a beep via ffmpeg, keeping the original duration.
Jev Tools & CLIs#community#typescript#moderation
Communitysantos-sanz/jev-audio-beeperTypeScript
Jevmail
95GitHub stars
A local, read-only Gmail triage app that sorts mail into five trays with Jev: each message becomes one experimental_evaluate call answering tray, urgency, and human-written questions, and 1,000 emails sort in about a minute for around 3 cents.
Jev Cookbooks#community#typescript#privacy
Communityfazlerocks/jevmailTypeScript
jev-chat-windows
787GitHub stars
A Windows WeChat side panel that reads the visible conversation with local RapidOCR, has Jev judge intent and tension and rank three reply candidates, then fills the chosen one into the input box; sending is always manual.
Jev Tools & CLIs#community#python#windows
Communityjev-chat/jev-chat-windowsPython
Testing Jev on public and private data: classifier or filter?
Sixteen thousand calls against gpt-5.4-mini and gpt-5.6-luna on four public datasets plus production pipeline decisions, with a threshold procedure and an explicit filter-not-replacement verdict.
Jev Practices & PatternsArticle#community#benchmarks#evaluation
Community
Cookbook: Self-Consistency for Choices
A repeatability study: an 8-question moderation rubric run 15 times per condition shows a mean probability standard deviation of 0.0098, and a 0.60 uncertainty gate lifts agreement to 99.2%.
Jev CookbooksDocs#official#cookbook#consistency
Official
Cookbook: Classifying RAG Passages
Score retrieved passages with four Noul questions each, then route in code: prompt injections dropped, false premises kept as conflicts, and evidence assembled separately for the generator.
Jev CookbooksDocs#official#cookbook#search
Official
AI That Doesn't Talk: A Plain-English Guide to Jev
A plain-English guide to Choice, Score, and Noul with Python and curl examples, confidence-gated branching for support, moderation, and fintech, plus a skeptical read of the benchmarks.
Jev Guides & ArticlesArticle#community#guide#python
Community
jev-experiments
403GitHub stars
A monorepo of roughly 20 latency-focused demos: moderation firehoses, rerankers, inbox triage, macOS launchers, and closed-loop control simulators, each with p50/p95 telemetry.
Jev Repos & SDKs#community#demos#typescript
Communitydabit3/jev-experimentsTypeScript
How to Build with TypeSafe
Design AI-powered software by keeping code in control and giving System One narrow, structured decisions to make.
Jev Practices & PatternsDocs#official#patterns#architecture
Official
Cookbook: Guardrails for LLMs
Screen every message going into and out of an LLM app: a Noul describes possible hazards, a Score rates severity, and code thresholds the probabilities.
Jev CookbooksDocs#official#cookbook#guardrails
Official

Start here with Jev

Featured entries for moderation.

TypeSafeAI for .NET
6GitHub stars
.NET SDK for the System One API with typed question sets, HttpClientFactory and dependency-injection wiring, plus Microsoft.Extensions.AI guardrail, routing, tool, and evaluator adapters.
Jev Repos & SDKs#community#sdk#csharp
CommunityHawxy/TypeSafeAI.NetC#
TypeSafeAI (tryAGI .NET SDK)
0GitHub stars
A NativeAOT-ready .NET SDK generated from TypeSafe's OpenAPI definition, with typed question sets, batching, dependency injection, and Microsoft.Extensions.AI integrations.
Jev Repos & SDKs#community#sdk#csharp
CommunitytryAGI/TypeSafeAIC#
jev-experiments
403GitHub stars
A monorepo of roughly 20 latency-focused demos: moderation firehoses, rerankers, inbox triage, macOS launchers, and closed-loop control simulators, each with p50/p95 telemetry.
Jev Repos & SDKs#community#demos#typescript
Communitydabit3/jev-experimentsTypeScript

Related use cases

Use cases that overlap with Moderation.

Jev articles

Original guides that go deeper on Jev moderation.

All Jev articles
Designing the State: What to Include and What to Drop
Most Jev accuracy problems are state problems. What belongs in a state, what is a pre-made judgment to leave out, and why naming the slice you ask about matters more than the wording.
Jev Practices & Patterns#state#design#primitives
Read article
Guardrails and Prompt Injection: Hardening the Typed Answer
A decision model cannot be talked into generating text, but the label is still a target. Why narrow, literal questions resist injection and why keeping the act in code is the real backstop.
Jev Practices & Patterns#guardrails#security#prompt-injection
Read article
Multimodal Decision Models: What Clef and d1 Change
Jev takes text only; Clef-omni adds image, audio, and video input and Liquid d1 adds images, each keeping the same typed-answer shape. Where that matters, where it does not, and the costs the vendors underplay.
Jev Models & Reimplementations#multimodal#open-models#decision-model
Read article

Watch: Jev in action

Video walkthroughs and demos from the community.

YouTube: Retriever AI tests Jev on real browser tasks: where it worked, where it struggled, and what comes next.

YouTube: One terminal, three subscriptions, and Jev picking the model for Claude Code, Codex, and Cursor.

YouTube: A podcast segment on TypeSafe AI, its $40M raise, and the Jevons paradox behind the name.

Discussions about Jev

Threads from Reddit and Hacker News about building with Jev.

Hacker News: Software Bombe and live Enigma demo where Jev ranks cribs and judges plaintext.

ag_212 pointsShow HN: Jev as the Bletchley Park Analyst: A Software Bombe on EnigmaRead the thread on Hacker News

Hacker News: Show HN for the decide CLI: brew install, file context, and multi-question shell scripts.

vsekhar2 pointsShow HN: Decide – Jev decisions in the shell, scripts, and agent skillsRead the thread on Hacker News

Hacker News: Pipeable onesie CLI with shell-safety exit codes and a calibrate mode over labelled commands.

frodikarlsson3 pointsShow HN: onesie – An expressive Unix-pipeable CLI for System One models like JevRead the thread on Hacker News

Hacker News: Spoken-language learning with video scenes branching on TypeSafe Jev.

j_rcht1 pointShow HN: Worklaude – learn by speaking; video scenes branch on TypeSafe JEVRead the thread on Hacker News

From the Jev community

Posts from builders shipping with Jev right now.

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