https://iambraun.com/jevreports/shipped/Named products and companies running TypeSafe AI's Jev in production, each with a professional-usefulness score. Updated daily from public posts, with every number attributed to its source.Sun, 20 Sep 2026 00:00:00 +0000https://clean-code-review.vercel.apphttps://clean-code-review.vercel.app#clean-code-reviewSun, 20 Sep 2026 00:00:00 +0000Judges each pull request file against Clean Code rules using Jev, answering every calibrated-probability question in about half a second per call.https://github.com/jjyr/any-autohttps://github.com/jjyr/any-auto#any-autoSun, 20 Sep 2026 00:00:00 +0000Auto-approval pipeline for Antigravity and Pi coding agents lets Jev act as the AI reviewer backend that assesses tool-call risk before approving.https://neurolink.inkhttps://neurolink.ink#juspay-neurolinkSun, 20 Sep 2026 00:00:00 +0000Decide primitive returns calibrated boolean/choice/score judgments; powers Tara, Yama and Clairvoyance products at Juspay in production.https://github.com/sypsyp97/light-whisperhttps://github.com/sypsyp97/light-whisper#light-whisperSun, 20 Sep 2026 00:00:00 +0000Optional Jev classification decides whether to skip the AI polishing step in this shipped Windows dictation app, shown with per-result processing times.https://github.com/bohutang/sifthttps://github.com/bohutang/sift#siftSun, 20 Sep 2026 00:00:00 +0000Chrome extension labels every X post into six categories plus AI-written and off-topic flags using live Jev calls, vendor claims about $0.00003 per post.https://github.com/anyfilter/anyfilterhttps://github.com/anyfilter/anyfilter#anyfilterSun, 20 Sep 2026 00:00:00 +0000Chrome extension hides X posts matching user-described rules using live Jev classification calls per post, with a panel to undo misclassifications.https://agentic.videohttps://agentic.video#av-pixel-mlSun, 20 Sep 2026 00:00:00 +0000Shipped video-intelligence CLI uses Jev to filter source relevance and rank scenes for its refined `av ask` question-answering command.https://jevproxy.com/https://jevproxy.com/#jevproxySun, 20 Sep 2026 00:00:00 +0000Drop-in reverse proxy routes OpenAI/Anthropic agent calls through Jev before an LLM call. Vendor claims 65% lower agent cost, 90% less loop latency, sub-25ms decisions.https://chromewebstore.google.com/detail/fakecatch-fake-review-det/jfkcpcmgneignanpnnggbfjljbpceelmhttps://chromewebstore.google.com/detail/fakecatch-fake-review-det/jfkcpcmgneignanpnnggbfjljbpceelm#fakecatchSun, 20 Sep 2026 00:00:00 +0000Chrome extension scores Amazon/Flipkart/Trustpilot reviews for authenticity using Jev, live on the Chrome Web Store. No numbers published.https://vettly.dev/https://vettly.dev/#vettlySun, 20 Sep 2026 00:00:00 +0000Content-moderation API for app developers; Jev runs parallel probabilistic signals across text, image and video with programmable policies. No numbers published.https://github.com/ShahriarBijoy/eslint-plugin-jevhttps://github.com/ShahriarBijoy/eslint-plugin-jev#eslint-plugin-jev-shahriarbijoySun, 20 Sep 2026 00:00:00 +0000ESLint plugin where each rule is a plain-English question Jev answers with a probability against a configurable threshold. No numbers published.https://dm6rtlrn56ej8.cloudfront.net/https://dm6rtlrn56ej8.cloudfront.net/#jev-bot-venuSun, 20 Sep 2026 00:00:00 +0000Turns a plain-language idea into a Jev integration design: Jev evaluates a published research library, GLM 5.3 drafts the workflow and JSON. No numbers published.https://github.com/Prescott-Data/jarviscore-frameworkhttps://github.com/Prescott-Data/jarviscore-framework#jarviscore-prescott-dataSun, 20 Sep 2026 00:00:00 +0000Jev drives agent decisions, subagent routing, model-tier selection, and RAG passage filtering. Maintainer claims 1.37s wall, $0.000074 for four concurrent live Jev calls.https://awesomejev.vercel.app/https://awesomejev.vercel.app/#awesome-jev-valentynkitSun, 20 Sep 2026 00:00:00 +0000Directory of Jev projects where Jev itself classifies and reranks entries typed questions per repo. Author claims 323 projects, daily refresh.https://github.com/shitianfang/jev-usehttps://github.com/shitianfang/jev-use#jev-useSun, 20 Sep 2026 00:00:00 +0000Claude Code/Codex/pi plugin routes no-text-output agent steps to Jev instead of an LLM. Author claims p50 ~230ms, $0.02 per 1,000 judgments.https://gitlab.com/porky11/revolve-agenthttps://gitlab.com/porky11/revolve-agent#revolveSun, 20 Sep 2026 00:00:00 +0000Open-source coding agent uses Jev to evaluate risky commands, set permission rules, flag broken instructions, and route external events. No numbers; author's daily driver.https://github.com/tlangridge/Alloyhttps://github.com/tlangridge/Alloy#alloySun, 20 Sep 2026 00:00:00 +0000Local multi-model CLI panel routes tasks between Claude, Codex, Gemini and Grok by complexity, model strength and quota. No numbers published.https://www.joshuapoddoku.com/community-signals/https://www.joshuapoddoku.com/community-signals/#community-signals-joshua-poddokuSun, 20 Sep 2026 00:00:00 +0000Jev adds precision to a live read of Bluesky/HN chatter about AI-generated code. Source release pending; no numbers published.https://nola.sh/https://nola.sh/#nolaSun, 20 Sep 2026 00:00:00 +0000TypeScript superset (.tsi) with typed LLM inference; added Jev as a provider for Scale/Prob/Choice primitives alongside native TS types. No numbers published.https://github.com/byenzyme/enzymehttps://github.com/byenzyme/enzyme#enzymeSun, 20 Sep 2026 00:00:00 +0000Local-first compiler over Markdown knowledge bases uses Jev for program synthesis, output in about 0.5s. Author claims 350x cost, 1000x speed vs frontier models.https://github.com/bartlomein/okohttps://github.com/bartlomein/oko#oko-bartlomeinSun, 20 Sep 2026 00:00:00 +0000Jev reranks locally found matches so coding agents read less of the repo. Author's 108-session pilot claims up to 46% fewer agent tokens, 18% less time with a warm cache.https://musecases.apphttps://musecases.app#musecases-appSun, 20 Sep 2026 00:00:00 +0000Live Jev-based auto-moderation of user submissions for harmful content and quality. No numbers published.https://x.com/askvenice/status/2101095644467511578https://x.com/askvenice/status/2101095644467511578#venice-askveniceSun, 20 Sep 2026 00:00:00 +0000Jev added as an inference option on Venice's API: send app state and typed questions, get back a probability, choice, or score. Vendor beta launch, no numbers published.https://fieldnote.clawscience.com/https://fieldnote.clawscience.com/#fieldnote-clawscienceSun, 20 Sep 2026 00:00:00 +0000Live web tool pairs Jev with deterministic mathematics as a semantic physics/math solver. Author claims it solved 3 MIT Integration Bee 2026 qualifying questions.https://owlena.vercel.app/en/case-studyhttps://owlena.vercel.app/en/case-study#owlenaSun, 20 Sep 2026 00:00:00 +0000Vietnam warehouse-automation vendor uses Jev for structured decisions inside its picking and routing engine. Vendor claims 43.6% less picking travel time on one live fulfillment wave.https://github.com/emreozyoruk/hushhttps://github.com/emreozyoruk/hush#hush-emreozyorukSun, 20 Sep 2026 00:00:00 +0000GitHub Action triages issues with four calibrated Jev questions per issue, staying silent below maintainer-set confidence thresholds. Author claims ~300ms, ~$0.00002/issue, running on its own repo.https://github.com/0xShin0221/openpoke-meets-jevhttps://github.com/0xShin0221/openpoke-meets-jev#openpoke-meets-jev-0xshin0221Sun, 20 Sep 2026 00:00:00 +0000Fork of the open-source Poke reimplementation moves email screening, execution-agent guardrails, and search reranking from Sonnet to Jev. Author ran an A/B and an adversarial injection test; no numbers quoted.https://github.com/amazingjoe/pi-saverhttps://github.com/amazingjoe/pi-saver#pi-saver-amazingjoeSun, 20 Sep 2026 00:00:00 +0000Pi Coder extension where Jev dynamically prunes irrelevant conversation history per request while keeping full history locally. Author claims 75%+ less context.https://github.com/cvsgireesh/jev-usherhttps://github.com/cvsgireesh/jev-usher#jev-usher-cvsgireeshSun, 20 Sep 2026 00:00:00 +0000Jev-powered model routing and recoverable context filtering for Claude Code, with a local UI comparing answers, tokens and timing. No numbers published; early stage.https://github.com/Mawfyy/jev-router.nvimhttps://github.com/Mawfyy/jev-router.nvim#jevrouter-nvim-mawfyySun, 20 Sep 2026 00:00:00 +0000Neovim plugin uses Jev to classify coding-assistant intent and route to file-read, edit, terminal, or Q&A handlers. Author claims under 200ms per decision.https://github.com/sutro-sh/jev-alignhttps://github.com/sutro-sh/jev-align#jev-align-sutroSun, 20 Sep 2026 00:00:00 +0000CLI finds uncertain examples, collects human labels, and runs GEPA to improve a Jev classifier. No numbers published.https://github.com/noperator/siftrankhttps://github.com/noperator/siftrank#siftrankSun, 20 Sep 2026 00:00:00 +0000Semantic ranking CLI added Jev as a provider alongside OpenAI-compatible APIs for ranking prose, code, and support tickets. No numbers published.https://github.com/can1357/jegrephttps://github.com/can1357/jegrep#jegrepSun, 20 Sep 2026 00:00:00 +0000Natural-language semantic grep answers a calibrated yes/no probability per file with Jev. Author claims $0.01-0.03 per search across a few thousand files.https://github.com/hyperspaceai/jevcachehttps://github.com/hyperspaceai/jevcache#jevcacheSun, 20 Sep 2026 00:00:00 +0000Local decision cache memoizes Jev calls keyed on model/schema/state so repeats are free and deterministic in CI. No numbers published.https://github.com/Bodila51/grok-bot-jevhttps://github.com/Bodila51/grok-bot-jev#grok-bot-jev-routerSun, 20 Sep 2026 00:00:00 +0000Jev classifies Grok Bot requests before research, browser, or retry work to reuse cache, stop retries, or ask a human. No numbers published.https://github.com/iamaamir/pi-bifrosthttps://github.com/iamaamir/pi-bifrost#pi-bifrostSun, 20 Sep 2026 00:00:00 +0000Native model router for the Pi agent; an optional Jev backend selects a configured routing tier before generation starts. No numbers published.https://github.com/matrixorigin/Astrahttps://github.com/matrixorigin/Astra#astra-matrixoriginSun, 20 Sep 2026 00:00:00 +0000Self-hosted agent runtime integrates Jev as an optional judgment layer over budgeted context pipelines, with a public research paper. No numbers quoted.https://github.com/yikangy873-gif/jev-desktophttps://github.com/yikangy873-gif/jev-desktop#jev-desktopSun, 20 Sep 2026 00:00:00 +0000Jev selects an operation and target inside Codex Computer Use sessions for browser tabs and macOS apps. No numbers published.https://github.com/burnigtm/jev-mcphttps://github.com/burnigtm/jev-mcp#jev-mcpSun, 20 Sep 2026 00:00:00 +0000MCP server gives Cursor and Codex nine Jev tools for routing, patch review, claim verification, and content screening. No numbers published.https://github.com/PyModel/typesafe-mcphttps://github.com/PyModel/typesafe-mcp#typesafe-mcpSun, 20 Sep 2026 00:00:00 +0000Stdio MCP server wraps the TypeSafe API with automatic 429/529 retries so Claude Code and Codex can call Jev directly. No numbers published.https://github.com/myc0576/SmartMoney-Cubhttps://github.com/myc0576/SmartMoney-Cub#smartmoney-cubSun, 20 Sep 2026 00:00:00 +0000Read-only trading journal harness uses Jev for typed noul/choice/score judgments inside a reproducible finance benchmark; no order execution. No numbers published.https://github.com/savka777/jev-usehttps://github.com/savka777/jev-use#jev-use-savka777Sun, 20 Sep 2026 00:00:00 +0000Voice-driven macOS computer use: Jev picks the next action from the Accessibility tree, no screenshots. Author claims about 0.3-1.5s per step.https://github.com/kerpopule/hermes-jev-skillshttps://github.com/kerpopule/hermes-jev-skills#hermes-jev-skillsSun, 20 Sep 2026 00:00:00 +0000Jev handles model routing, memory compaction, and skill selection for Hermes/Claude Code/Codex agents. Author claims roughly 0.4s per decision.https://github.com/brainstormity/Jev-X-Sentiment-Analysishttps://github.com/brainstormity/Jev-X-Sentiment-Analysis#jev-x-sentiment-analysisSun, 20 Sep 2026 00:00:00 +0000Crypto decision terminal: Jev issues a buy/sell/hold call from live price data and pre-processed tweet sentiment across up to 1,000 tweets. No numbers published.https://github.com/samdotmak/jev-recallhttps://github.com/samdotmak/jev-recall#jev-recall-samdotmakSun, 20 Sep 2026 00:00:00 +0000Live demo reranks AI-assistant memories with one calibrated yes/no per memory instead of embedding similarity. No numbers published.https://github.com/zszz3/Pi-Jev-Guidehttps://github.com/zszz3/Pi-Jev-Guide#pi-jev-guard-zszz3Sun, 20 Sep 2026 00:00:00 +0000Pi coding-agent plugin where Jev judges destructive commands, unauthorized exfiltration, and task drift before allowing tool calls. No numbers published.https://github.com/Devin-AXIS/jev-dsh-decisionhttps://github.com/Devin-AXIS/jev-dsh-decision#jev-dsh-decision-devin-axisSun, 20 Sep 2026 00:00:00 +0000Plugin for DeepSeek Harness and iPolloWork where Jev picks tools, skills, and task owners and scores output quality. No numbers published.https://github.com/luantak/is-malicioushttps://github.com/luantak/is-malicious#is-malicious-luantakSun, 20 Sep 2026 00:00:00 +0000CLI scans a codebase's source, config, build, and CI files with Jev for hidden or data-stealing behavior before you run it. No numbers published.https://github.com/rhighs/jev-codehttps://github.com/rhighs/jev-code#jev-code-rhighsSun, 20 Sep 2026 00:00:00 +0000TypeScript coding-agent CLI and SDK where Jev picks one option from a typed router or decision tree; code runs the effects. No numbers published.https://github.com/AkashPriyadarshii/jev-seohttps://github.com/AkashPriyadarshii/jev-seo#jev-seoSun, 20 Sep 2026 00:00:00 +0000Free SEO/GEO CLI and MCP server where Jev does semantic intent classification and AI-visibility scoring in place of Semrush/OpenSEO. No numbers published.https://github.com/sensahin/transcript-lenshttps://github.com/sensahin/transcript-lens#transcript-lensSun, 20 Sep 2026 00:00:00 +0000Turkish-language YouTube transcript explorer where Jev classifies chapters, claims, opinions, and topic matches without checking factual accuracy. No numbers published.https://github.com/0xNatoshi/jev-codex-routerhttps://github.com/0xNatoshi/jev-codex-router#jev-codex-routerSat, 19 Sep 2026 00:00:00 +0000Per-turn model/reasoning routing for Codex, classified by Jev. Author claims ≈60% cost savings vs a full-frontier baseline on a 7-day replay of 237 real turns.https://supercov.comhttps://supercov.com#supercov-supercorpSat, 19 Sep 2026 00:00:00 +0000Scores source-code quality with Jev inside a coding-agent test/coverage loop. Vendor claims about $0.01 per megabyte of source scored.https://prokopai.devhttps://prokopai.dev#prokopSat, 19 Sep 2026 00:00:00 +0000Experimental opt-in setting where Jev selects relevant memories and skills for each response in a persistent coding workspace. No numbers published; off by default.https://github.com/kyotofin/tax-doc-classifierhttps://github.com/kyotofin/tax-doc-classifier#kyotofin-tax-doc-classifierSat, 19 Sep 2026 00:00:00 +0000Classifies pages across 261 IRS forms in a production tax pipeline. Author claims 100% accuracy, $0.001/page, 34x cheaper, 6x faster than prior LLM.https://openagents.comhttps://openagents.com#openagents-coderSat, 19 Sep 2026 00:00:00 +0000Terminal coding agent whose Jev "System One" judges respond/clarify/end and pass/retry/stop each turn before slower generation runs.https://github.com/awlevin/typesafe-computer-usehttps://github.com/awlevin/typesafe-computer-use#typesafe-computer-useSat, 19 Sep 2026 00:00:00 +0000Mac computer-use agent: Jev picks the next click from OCR'd text. Author claims about $0.0002 per step.https://classifier.devhttps://classifier.dev#classifier-devSat, 19 Sep 2026 00:00:00 +0000Public zero-shot text classification API; Jev is one tier in its live classification and LLM-fallback chain. No numbers published.https://github.com/wy-coliney/jev-browser-usehttps://github.com/wy-coliney/jev-browser-use#ezcollegeapp-via-jev-browser-useSat, 19 Sep 2026 00:00:00 +0000Jev drives clicks/navigation while Codex verifies, in production browser workflows. Author claims 5-10x faster browser operations at EZCollegeApp.https://langwatch.aihttps://langwatch.ai#langwatch-instant-evalsSat, 19 Sep 2026 00:00:00 +0000On-demand evals over a product's whole production trace history. Vendor claims 97% agreement with human labels on 300 support chats and $0.32 per 10k conversations.https://nearhere.eventshttps://nearhere.events#near-hereSat, 19 Sep 2026 00:00:00 +0000Event-listing validation. Published methodology against Mistral Small 4 and Gemini 3.5 Flash-Lite: claims up to 5.7x faster, 98% cheaper, 12 points more accurate.https://blog.watson-labs.co.uk/typesafe-ai-alert-fatigue/https://blog.watson-labs.co.uk/typesafe-ai-alert-fatigue/#swamp-watson-labsSat, 19 Sep 2026 00:00:00 +0000Jev screens alerts before routing in a live alert-triage system. Author claims 91% cheaper and 14.8% faster triage.https://x.com/danmana/status/2100545412780220877https://x.com/danmana/status/2100545412780220877#vercel-eve-agent-triageSat, 19 Sep 2026 00:00:00 +0000Failure-reason classification over real agent session logs. Author claims 320 sessions, 2M tokens, classified in 14 seconds for $0.08.https://github.com/pinecone-io/cultivarhttps://github.com/pinecone-io/cultivar#pinecone-cultivarSat, 19 Sep 2026 00:00:00 +0000Grades agent skills and docs in Pinecone's eval harness. Maintainer claims 18x faster and about 38x cheaper than Claude for the grading step.https://x.com/ashleyhindle/status/2100553892639473951https://x.com/ashleyhindle/status/2100553892639473951#fuelSat, 19 Sep 2026 00:00:00 +0000Classifies the first message of a chat to pick the model tier. Author claims 3x faster and 65% cheaper on their benchmark.https://x.com/vladdubchak_x/status/2100870244004683886https://x.com/vladdubchak_x/status/2100870244004683886#maxfusionSat, 19 Sep 2026 00:00:00 +0000Scores every shot of scraped competitor video ads and rates each ad out of 100. Author claims 450+ ads in under 3 minutes, about 1.5s per shot.https://news.aatf.ai/https://news.aatf.ai/#aatf-ai-news-dailySat, 19 Sep 2026 00:00:00 +0000Article-relevance gate inside a 50+ agent pipeline. Author claims 69 articles sorted in 0.7s at near-zero cost.https://github.com/amr05008/glutenornot.comhttps://github.com/amr05008/glutenornot.com#glutenornotSat, 19 Sep 2026 00:00:00 +0000Gluten flagging from labels and menus. Author benchmarked Jev against Opus on 1,000 labels: equal accuracy, $0.03 vs $8.45, 0.17s vs 2.89s median. Production still on Opus at posting.https://www.atisbo.dev/https://www.atisbo.dev/#atisboSat, 19 Sep 2026 00:00:00 +0000Classifies customer feedback as problem, idea, question or noise in a live feedback-to-roadmap pipeline, dogfooded daily. Head-to-head against their LLM classifier posted without final numbers.https://github.com/ddalcero/ruleravenhttps://github.com/ddalcero/ruleraven#ruleravenSat, 19 Sep 2026 00:00:00 +0000Kubernetes incident-triage controller, running on the author's company cluster. Jev classifies ambiguous signals beside deterministic rules. No numbers.https://getslaide.com/https://getslaide.com/#slaideSat, 19 Sep 2026 00:00:00 +0000Intent gate, scope enforcement and fabrication guard in a live Markdown-presentation product. No numbers.https://tryon.everyframe.studio/https://tryon.everyframe.studio/#everyframe-try-onSat, 19 Sep 2026 00:00:00 +0000Picks matching pieces to complete an outfit in a live AI try-on app. Author claims about 420ms per styling decision.https://blackveilsecurity.com/https://blackveilsecurity.com/#blackveil-securitySat, 19 Sep 2026 00:00:00 +0000Integrated into a DNS and email security scanner with NIST-aligned checks. No numbers.https://empryo.comhttps://empryo.com#empryoSat, 19 Sep 2026 00:00:00 +0000Five decision points in a coding harness, benchmarked against frontier models in a public write-up. Founder calls it a positive experiment.https://uselectio.comhttps://uselectio.com#lectioSat, 19 Sep 2026 00:00:00 +0000Glossary term-sense selection and idiom flagging in a translation pipeline. Speed comparison posted, numbers in the linked test only.https://www.linkedin.com/pulse/testing-ai-tariff-triage-cost-speed-accuracy-matthew-hartman-gqe3c/https://www.linkedin.com/pulse/testing-ai-tariff-triage-cost-speed-accuracy-matthew-hartman-gqe3c/#monti-tariff-triageSat, 19 Sep 2026 00:00:00 +0000Tariff-classification triage on real trade-compliance data. Author reports Jev beat Sonnet on his classification set.https://getpeakflo.comhttps://getpeakflo.com#peakfloSat, 19 Sep 2026 00:00:00 +0000General-ledger invoice coding on the fly inside an AP/AR automation product. No numbers.https://jevreviewer.xera.achttps://jevreviewer.xera.ac#jev-reviewerSat, 19 Sep 2026 00:00:00 +0000Browser tool for systematic-review data extraction: Jev locates verbatim-quoted answers with page/paragraph against RoB 2, ROBINS-I, QUADAS-2 or TIDieR templates. No numbers published.https://github.com/colliber/duckdb-jevhttps://github.com/colliber/duckdb-jev#duckdb-jevSat, 19 Sep 2026 00:00:00 +0000DuckDB extension: jev_choice/jev_score SQL functions call Jev per row, returning a typed SQL column instead of generated text. No numbers published.https://github.com/wobsoriano/oxlint-plugin-jevhttps://github.com/wobsoriano/oxlint-plugin-jev#oxlint-plugin-jevSat, 19 Sep 2026 00:00:00 +0000Oxlint plugin sends each matched function, call or JSX element to Jev as a yes/no question and flags matches over a configurable cutoff. No numbers.https://jevlint.comhttps://jevlint.com#jevlintSat, 19 Sep 2026 00:00:00 +0000npm CLI that sends source files to Jev for semantic rule checks, reporting a per-file violation probability against an 80% default threshold. No numbers.