CalibratedDecisions.

09 · 81 projects

Jev for support & inbox

Support and operations teams route work all day: which queue, how urgent, who handles it. Jev turns each routing step into a typed choice with a confidence score, so uncertain items go to a person.

What Jev decides: Pick the destination queue, set a priority, or decide whether an item needs a human.

Projects, newest first

Support & inboxreflex (Alertmanager router)Alertmanager webhook receiver that asks TypeSafe Jev one Choice question per alert group to send it to an urgent or informational Discord channel,…GitHub · StarttoasterSupport & inboxCallpointInspectable incident decision-support demo: TypeSafe Jev judges typed questions about live incident facts, and deterministic code applies the hard…GitHub · ★ 1 · rcmeadowSupport & inboxmail-classifier (Outlook)Local web app that fetches unread Outlook mail via Microsoft Graph, classifies each message with TypeSafe Jev (typesafe-sdk), and flags, files or…GitHub · MichaelRingelsteinSupport & inboxBlueprint Support Ticket TriageTrida AI open blueprint for a support ticket triage agent: calibrated typed decisions behind a port (TypeSafe Jev, LLM, or offline), with…GitHub · tridaaiSupport & inboxInbox ZeroOpen-source AI email assistant (Next.js, Postgres, 12k+ stars) with a decision-model layer that can run on openrouter:typesafe/jev-1.13: Jev-backed…GitHub · ★ 12k · ElieSupport & inboxjev-mail (vynnlee)Config-driven Gmail triage tool aiming at 24/7 zero-inbox automation: TypeSafe Jev System One judges how to label/archive/route mail under local…GitHub · ★ 8 · vynnleeSupport & inboxJev OncallOn-call tooling where Jev answers four typed questions per alert - actionable, severity, owning team and duplicate-of - and plain code routes, pages…GitHub · ★ 4Support & inboxJevidencePython sandbox and tutorial companion that turns Jev Choice and Noul judgments about issue category and reproduction into code-applied queue…GitHubSupport & inboxLaya × Jev ticket classificationStructured SaaS support-ticket classification you can drop into a helpdesk: a Python SDK with a JevEngine (TypeSafe API) and a local fine-tuned…GitHub · Mike-Animal-CounselingSupport & inboxjev-mail (KirtanUgreja)Open-source Chrome/Brave extension that classifies Gmail with TypeSafe Jev — category, priority, important, needs-reply and junk as separate narrow…GitHub · ★ 1 · KirtanUgrejaSupport & inboxSlator Localization Request Readiness InboxLocal inbox dashboard for enterprise translation intake: it reads unread Gmail or Outlook messages (read-only OAuth), uses Jev to identify…GitHub · alexslatorSupport & inboxjev-triage (OpenClaw)OpenClaw plugin that puts TypeSafe Jev in front of the agent's main model: each incoming message is classified thanks/spam/question/incident plus…GitHub · ★ 1 · CodeCave0000Support & inboxClef homelab decision engineSelf-hosted homelab dashboard where open Clef-flash (GGUF on a 6 GB laptop GPU) answers System One questions over llama.cpp's /v1/systemone endpoint…GitHub · NikhileshThiruSupport & inboxpurge-emailGmail clean-up CLI: Gmail search does the cheap filtering (age, no attachments, not starred), then TypeSafe Jev judges whether each remaining message…GitHub · bhdoggettSupport & inboxSupport Ticket RouterFastAPI service that asks Jev three questions per support ticket in one call (team Choice, urgency Score, churn-risk Noul) and routes by expected…GitHub · khaledjamalSupport & inboxgmail-auto-cleanupPython tool that sorts a Gmail inbox with a System One model — TypeSafe Jev (tested on ~27,000 emails) or experimental local Laya — answering typed…GitHub · nani-stackSupport & inboxjev-inbox-triageStore-inbox triage where TypeSafe Jev answers eight parallel questions per email (topic, urgency, sentiment and more) and rules route it to one of…GitHub · pentasirSupport & inboxmailroomGmail sorter with readable rules plus TypeSafe Jev typed judgments, receipts, and undo.GitHub · ★ 2 · Kevin-Liu-01Support & inboxJev Decision GateJev Decision Gate provides a Python CLI, local MCP and installable Skill for Issue triage: Jev answers three Choice questions about issue kind,…GitHub · ★ 1 · f-tigerSupport & inboxsortroomSelf-hosted IMAP mail sorter: a classification model (any TypeSafe API service, e.g.GitHub · ★ 1 · mhoenesSupport & inboxWiring Jev into a local agentEducational companion code for Old Nain episode 001: a small local email agent where Jev, not the drafting model, makes the judgment calls (label,…GitHub · ghosthat-studioSupport & inboxjev-ai-use-casesHands-on LangChain notebook of TypeSafe Jev patterns: support triage, model routing, reply guardrails, tool selection, and finance-inbox fraud…GitHub · ★ 3 · atliqSupport & inboxomarchy-mailTerminal Gmail client for Omarchy; TypeSafe Jev files inbox into labels.GitHub · ★ 3 · petrzpavSupport & inboxBackoffice AgentsBackoffice email pilot where the LLM generates and uses CRM and ERP tools while Jev triages, gates tool calls, and verifies drafts before sending,…GitHub · ★ 1 · lucianoonSupport & inboxReadwise Jev ClassifierReadwise inbox proof of concept asking Jev one question set per article: a 23-tag scoring page plus a single-verdict triage page, with results kept…GitHub · ★ 1 · osrimSupport & inboxDataCamp: a typed ticket routerTom Farnschläder's 24 September 2026 tutorial builds a support-ticket router with the Python SDK, using Choice, Score, and Noul in one call.Guide · Tom FarnschläderSupport & inboxDemo Video Javascript Jev StarterDemo pairing Vonage Video API with Jev: chat sentiment and frustration scoring offers a video call and pings an employee dashboard.GitHub · Vonage-CommunitySupport & inboxJev Support CopilotSupport-draft co-pilot that scores tone, commitment risk, manager review, and satisfaction in one parallel Jev call over WebSocket.GitHub · zfrqbl-CWSupport & inboxJev demosLocal Node demo suite with six side-by-side TypeSafe Jev workflows (router, ticket triage, inbox at scale, slop filter, title scorer, cost…GitHub · ★ 19 · mayank953Support & inboxtriagedyUNIX-filter style security-alert triage: JSONL alerts in, typed dispositions out.GitHub · ★ 2 · m0rphtailSupport & inboxjev-email-classifierChrome MV3 extension that classifies Gmail rows with TypeSafe Jev (Choice/Score/Noul); metadata-only, BYOK.GitHub · AkashNaickarSupport & inboxJev Review (Gmail)Chrome extension that grades Gmail compose/reply text with TypeSafe Jev on configurable criteria and tracks which questions from the other person's…GitHub · petrzpavSupport & inboxjev-support-deskDeveloper-support queue tooling on TypeSafe Jev: confidence-gated triage and request doctor.GitHub · veermshahSupport & inboxJEV Mail FilteringLocal read-only IMAP inbox triage with TypeSafe Jev (needs reply / worth reading / scam / unsure).GitHub · ★ 1 · albertcasSupport & inboxJev vs an LLM on support triageOpenRouter times Jev 1.13, GPT Luna, and Claude Opus on 60 support tickets: intent plus an escalation flag, then says the reply still belongs to a…Guide · Kenny RogersSupport & inboxchatwoot-workersCloudflare Workers for Chatwoot: Discord relay plus ticket router that triages new tickets with TypeSafe Jev.GitHub · ★ 1 · Phala-NetworkSupport & inboxjev-community-opsCommunity triage for a developer community on TypeSafe Jev: typed questions, confidence-gated routing, weekly digest (simulate-friendly until…GitHub · FirasB9Support & inboxjev-gmail-filterLocal, self-hosted Gmail filter: describe topics in plain English; jevfilter + TypeSafe Jev judge mail; a localhost UI labels, tracks items, and…GitHub · damiensmith1Support & inboxJev InboxA Chrome extension that finds and labels your important mail.GitHub · ★ 2 · iamomiidSupport & inboxA demo of a practical use case for Jev: routing customer…A demo of a practical use case for Jev: routing customer inquiries on a live call center line Fun voice AI project built with @livekit It's really…X post · RahatcodesSupport & inboxAnother use case for Jev.Another use case for Jev. This time: 911 dispatch.X post · chiziaruhomaSupport & inboxjev-dingtalk钉钉信息 Jev 分拣器(jev-dingtalk):把钉钉邮件与聊天分拣成 Now / Today / Queue / Ignore 清单——谁在等回复、谁需要人看一眼。dws 取数、Jev 分类、报告本地渲染,可直接作为 Agent 技能使用。| DingTalk mail & chat…GitHub · ★ 2 · ikashanaSupport & inboxjev-xianhui-windows先回|消息优先级助手 Windows + Android双端工具 JEV规则引擎 + AI自动判定消息优先级.GitHub · ★ 1 · jeffyuyswSupport & inboxjev-triage (boldbug1)Message triage CLI in Go, built on the Jev decision model from TypeSafe AI.GitHub · ★ 3 · boldbug1Support & inboxGmail ClassifierLocal Gmail triage workbench: fetch headers/summaries, ask TypeSafe Jev for category and priority, preview a report, then apply reversible…GitHub · ★ 1 · leomfuSupport & inboxhimalaya-jev-mail-classifyCLI (mail-classify) that reads Gmail threads via himalaya’s Gmail backend, asks TypeSafe Jev (OpenRouter Decisions) typed questions per thread, and…GitHub · ★ 1 · initrdSupport & inboxInbox TriagePrivate-by-default Gmail labeler: local policy asks TypeSafe Jev (or OpenAI/Anthropic/rules) focused yes/no questions over trimmed excerpts, then…GitHub · ★ 1 · shimoverseSupport & inboxJev Inbox QueueTurn an email inbox into a short action queue: TypeSafe Jev answers seven typed questions per thread; plain Python policy decides To do / Check /…GitHub · ★ 1 · tusharckSupport & inboxA WeChat assistant, open-sourcedJev behind a WeChat assistant.X post · web5_kolSupport & inboxJev for GmailChrome Manifest V3 extension that paints TypeSafe Jev priority-score badges on Gmail’s Primary inbox (last seven days)—with local redaction and a…GitHub · JeonKH81Support & inboxjev-chat-windows-deepseek-jevWindows and Apple Silicon builds, with local OCR and human control.GitHub · ★ 6 · Aimark-daiSupport & inboxjev-wechat-liveAn abandoned WeChat overlay, published with the full post-mortem.GitHub · ★ 4 · duckegg0623-createSupport & inboxJev on CloudflareExamples for support routing, refund decisions and risk escalation.GuideSupport & inboxjev-support-agentsTeaching/reference FastAPI multi-agent customer-support API where LLM agents write reply text and TypeSafe Jev owns routing plus response evaluation…GitHub · RavioliCodesSupport & inboxjev-triageGitHub Action that labels new/edited issues with TypeSafe Jev (or Cloudflare Workers AI typesafe/jev) typed Choice/Score/Noul answers, applying…GitHub · CMaintzSupport & inboxjev-mailroomEmail triage PoC: reads a mailbox over IMAP and classifies each message by what it is and what it's about, using TypeSafe System One (Jev) — 11…GitHub · ★ 3 · selcukustaSupport & inboxdemo-symfony-typesafeDémo : trier des demandes de support avec Jev (TypeSafe) et Symfony AI.GitHub · ★ 2 · yoanbernabeuSupport & inboxBatch ticket analysis with CowAgentOne call per ticket returns seven classifications with probabilities.X post · zhayujieSupport & inboxFifty emails in under two secondsAn email classifier that stays fast across a region hop.X post · Zohaib TanwirSupport & inboxJev inside a telemarketing AIBuilt on the GPT Live API, with the decisions moved to Jev.X post · zeetakouSupport & inboxJevZeroLocal Gmail inbox helper: TypeSafe Jev classifies messages into categories/priorities and signals, you review exact proposed Gmail labels, then apply…GitHub · jayozerSupport & inboxjevmailLocal read-only Gmail triage into Needs reply / Updates / Promos / Sales / Spam trays using TypeSafe Jev over the Vercel AI Gateway, with urgency and…GitHub · ★ 76 · fazlerocksSupport & inboxjev-gmail-ai-spam-filter-and-labelingSelf-hosted AI email classifier for Gmail powered by Jev.GitHub · ★ 19 · ilyamkSupport & inboxjev-mail-classifierClassify IMAP inbox messages with Jev yes/no category judgments, then tag, move, flag, or notify from a Textual TUI and CLI.GitHub · ★ 18 · parth-kpSupport & inboxjev-mailChrome extension that triages Gmail with TypeSafe's Jev model: category, priority, spam % and reply % on every email.GitHub · ★ 4 · muhammedilyasySupport & inboxhushGitHub Action for issue triage that abstains: label, spam, needs-info and duplicate in one call, each applied only above a threshold you set, and…GitHub · ★ 2 · emreozyorukSupport & inboxjev-logtriageJev scores collapsed log batches; code maps answers to suppress, watch, review, notify, or page.GitHub · ★ 1 · jyatesdotdevSupport & inboxdemo-expanso-jevExpanso Edge × TypeSafe Jev demo suite: fingerprint routine log lines locally, ask Jev only on the remainder, route page/notify/review/archive (and…GitHub · expanso-ioSupport & inboxWatching 25 customer groups on WhatsAppJev reads the groups and only wakes the LLM when it matters.X post · t0t0Support & inboxEmail workflowSend invoice emails to a dedicated handler.GitHub · ★ 10 · GiesNSupport & inboxJevTicktRouterA .NET 10 and React 19 application for fast, structured AI-powered ticket triage using TypeSafe Jev.GitHub · ★ 3 · GhrezaKh74Support & inboxLaneBreakAssign ticket priority and destination.GitHub · ★ 1 · ndolinschiSupport & inboxTranscript ScorecardEvaluate a support conversation as it unfolds.GitHub · ★ 1 · brandonbryant12Support & inboxTriage GuardTriage tickets, alerts, and deployment risk.GitHub · ★ 1 · shivam2003-devSupport & inboxSupport ticket classifierJev labels category, urgency, and human-versus-auto handling for support tickets.X postSupport & inbox500 emails for 3.5 centsRiley Brown classified 500 emails in seconds.X post · Riley BrownSupport & inboxSupport answers in a Mac appJev reads the built-in manual and picks the article that answers the user.X post · Malek Ould-OulhadjSupport & inboxTriage across 1,500 emailsAbout 1,500 emails sorted in one run.X post · Ryan VogelSupport & inboxMeet Jev: tested on 1,000 emailsRyan Vogel runs Jev on 100 and then 1,000 of his emails: category, priority, spam and reply predictions.YouTube · youtube.com/@vogeldevSupport & inboxblog.watson-labs.co.uk@ Swamp club it's now 91% cheaper & 14.8% faster for our alert triage with TypeSafe AI & Swamp We used to spend a fortune on signal triage, now it's…Site · JohnSupport & inboxagentmatica.com👋 Been building Agentmatica — an AI sales + support agent for websites.Site · robincingh

Questions

How is Jev used for ticket triage?

Each ticket becomes a choice question over your queues and priorities. Low-confidence answers can go to a human instead of guessing.

Other use cases

Agents & browsers 299Coding & code review 450Routing & model choice 348Context & memory 117Search & RAG 108Data & extraction 98Documents & research 45Safety & guardrails 229Marketing, sales & social 120Trading & finance 77Games & real time 256Creative & generative UI 69Home, robots & devices 31Everyday apps 176SDKs & integrations 625Benchmarks & research 682Guides & docs 342