Posting peluncuran Jev
Diogo Almeida memperkenalkan Jev, model keputusan terstruktur dari TypeSafe. Tonton film peluncuran dan eksplorasi thread asli untuk pendekatan model, contoh, dan kinerja yang dilaporkan penulis.
A FIELD GUIDE TO JEV / VOL. 01
Yang terbaik dari Jev: proyek nyata, panduan praktis, dan ide dari seluruh internet.
Diogo Almeida memperkenalkan Jev, model keputusan terstruktur dari TypeSafe. Tonton film peluncuran dan eksplorasi thread asli untuk pendekatan model, contoh, dan kinerja yang dilaporkan penulis.
Pengumuman peluncuran resmi TypeSafe memperkenalkan laboratorium dan mengarahkan pengembang ke Jev. Termasuk film peluncuran Diogo Almeida dan pengantar asli.
TypeSafe mengumumkan akses publik ke Jev tanpa daftar tunggu. Konsol resmi adalah titik awal untuk mencoba keputusan bertipe dalam aplikasi Anda sendiri.
TypeSafe menyoroti pendekatan Jev untuk output bertipe: aplikasi menyediakan state dan pertanyaan, lalu bertindak berdasarkan probabilitas, pilihan, atau skor. Pengumuman terkait juga mencakup integrasi API Venice.
Start with the Launch Post. Explore four official signals.
1.198 sumber
AI-assisted summaries and translations. Check original sources for context and performance claims.
The first general-purpose System One agent for Jev.
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Pi extension: verbatim context compaction with TypeSafe Jev decisions.
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A collection of GitHub repositories highlighting practical and developmental Jev projects, including browser agents and trading bots.
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Jev achieved 100% task success on the WebMCP benchmark with significantly lower model costs compared to other systems, using a combination of tool selection and argument generation.
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Browser game: try to beat Jev at spotting a spam message.
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A community post suggesting Jev can be hired as a QA tester through @typesafeai.
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A community post about using Jev to efficiently crawl job listings from company websites, significantly reducing time compared to an LLM.
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100% free ₹0 agent-first SEO & GEO CLI suite and MCP server in Rust replacing Semrush and OpenSEO via DuckDuckGo and TypeSafe Jev System One.
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Klien TypeScript/JavaScript resmi dengan tipe jawaban yang diinferensi. npm install @typesafe-ai/sdk.
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Official TypeSafe reference: Skill suggestion.
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Stops AI coding agents from claiming work is done without evidence. Deterministic hooks decide, TypeSafe's Jev advises. Append-only ledger, zero runtime dependencies.
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Claude Code plugin: trim long Bash output with TypeSafe Jev before the model sees it.
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Jev meningkatkan efisiensi pipeline keamanan, menawarkan pengurangan biaya 5x dan pemrosesan yang lebih cepat sambil mempertahankan akurasi yang lebih tinggi dibandingkan model yang lebih kecil.
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A research project on GitHub conducting nine experiments and 28 predictions with fixed parameters, focusing on Jev's performance metrics.
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Village NPCs that judge you each tick, deciding what to do and how they feel, instead of chatting.
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A free open-source search tool powered by Jev and a search API for plain language queries.
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A community post describing Jev as a decision-making tool with specific limitations and use cases.
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Typed System One layer for Rust (Choice/Score/Noul).
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Connect JEV to MCP clients and compare its judgments against general-purpose LLMs using shared datasets and measurable accuracy.
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Open, Jev-compatible System One decision server on DiffusionGemma.
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A community project embedding three Jev-powered bots into a first-person shooter game.
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A critique of using Jev for context compaction, highlighting issues with its approach to managing AI agent history.
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TypeSafe Jev as a decision layer for the Pi coding agent: a measured tool-call gate plus jev_ask for typed, calibrated answers.
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TypeScript browser agent for ego lite: Jev Ultrafast indexed actions, TypeSafe Jev decisions, persistent observe/act CLI. No Chrome or Playwright.
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A live tone labeler for Bluesky posts and drafts, using TypeSafe's Jev API.
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A developer project for the agents shelf, using MCP tool for Codex instead of listing all options.
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SIEGE: 200 people vs one agent. A typed action gate (TypeSafe System One) that learns from every breach, evaluated by W&B Weave, hardened by a defender loop. Built at CoreWeave Hacks: Agent Loops 2026.
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Official TypeSafe reference: Noul.
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A developer project offering 110 interactive use cases, games, and scenarios with editable prompts.
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Using Typesafe.AI to generate diff reviews.
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A system that generates text one character at a time using Jev, employing a classifier in an autoregressive loop.
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A research project on GitHub uses Jev with Qwen3 models on an NVIDIA DGX Spark system.
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Jev is explained in a community post with no detailed technical information.
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A content marketing tool that analyzes 12.8M viral videos to generate data-backed social media scripts.
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Build versioned judgment functions on TypeSafe's Jev once, then call the same published version from your backend over HTTP and from coding agents over MCP. The vendor key stays on your machine.
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A developer project that selects applicable rules for Claude, ensuring only relevant information is shown.
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Charts: TypeSafe Jev evaluated on Thai standardized exams vs 110 other models.
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Page-level demo where Jev picks which candidate link to click toward a goal.
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3D chess powered by TypeSafe AI (Jev). AI vs AI by default, or play either side. Multiple difficulty levels.
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⚡ Ultra-fast, low-cost intelligent task classifier and 3-tier routing engine powered by TypeSafe Jev (System One).
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Chrome dino game played by Typesafe AI Jev model.
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Jev is utilized for decision-making processes on Cloudflare, including support routing and risk management.
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Jev controls an Astra planner playing Minecraft in a developer project.
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Türkçe ve İngilizce doğal konuşmayla Windows 10/11 bilgisayar kontrolü: OpenAI Realtime, local Whisper, Jev, UI Automation ve Playwright.
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Jev as an LLM prompt guardrail inside the agentgateway proxy, with tracing and cost tracking.
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Discriminative Monte Carlo Tree Search using TypeSafe Jev System One Primitives and Gemini.
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Jev successfully played and won a match in the game Clash Royale.
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Dev.to walkthrough of the Vercel AI SDK evaluate integration.
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Jev (TypeSafe) vs. Gemini 3.8 Flash vs. GPT-5.6 Luna na anotação estruturada de sentenças do TJSP: qualidade, tempo e custo.
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Jev model demonstrates fast decision-making in a strategy game. Achieves high-speed gameplay with minimal visual feedback.
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Backtest Jev (TypeSafe) as a BUY/SELL/HOLD trader on NQ L10 order-book data.
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A community post describes using Jev with an LLM to play Doom, exploring multiple future outcomes.
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Playable board games driven by Jev decisions.
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DGUI-HyperMem (DeckerGUI HyperMemory) - self-hosted hybrid memory MCP server on Cloudflare Workers with a JEV (Choice/Noul/Score) reasoning layer and a HuggingFace training-brain flywheel.
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Rust client for the TypeSafe System One API (Jev).
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Community TypeSafe AI playground: 110 use cases, games, dilemmas and model challenges, with editable prompts, A/B comparisons and a mobile-friendly UI.
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Put a live Jev (TypeSafe) meter on any video: every sentence scored, rendered as a 16:9 edit.
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Jev is demonstrated as a classification model with practical examples.

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Zero-hallucination open-source repo and crate scout powered by TypeSafe AI Jev System One scoring.
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Official TypeSafe reference: State.
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List of projects that use typesafe's jev.
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An image classifier using OCR and Jev processes 900 images in 40 seconds.
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A developer project for lead scoring in Clay using Jev.
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A resource explaining Jev Engineering methodology for AI agent development.
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A Chrome extension that brings TypeSafe's Jev to X.com to analyze posts as you browse.
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A community post discussing a system where Jev acts as a quality gate for drafts, though it faced issues with communication.
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Observe the accessibility tree, Jev chooses the next action, Stagehand executes.
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A community post about improving a Slack agent's speed using Jev for faster skill and tool classification.
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Chrome extension that labels every post you scroll past on X with typed Jev judgments and a live cost counter.
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A Go client for the TypeSafe API, aimed at developer tools and applications.
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A small agent using Jev compaction to manage searchable memory efficiently.
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Context-pruning proxy for Claude Code and Codex: Jev judges which history is still needed, measured not claimed. POC here now, heading soon into https://github.com/compozy/compozy.
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