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Back to the labJEVLAB / FIELD NOTES
Fresh from the lab
A dated reading list of newly added resources and JEVLAB NEWS. Come back for what changed, or follow the RSS feed in your own reader.
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Dates show when an item became available in JEVLAB, in UTC, not when its original source was published. Translation-only edits do not count as new resources.
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decido
decido is a Python library designed for making probabilistic decisions. It supports integration with Jev or custom providers and utilizes Playwright for web crawling tasks to facilitate automated decision-making workflows.
github.comSmart Copy-Paste with Jev
This tool demonstrates a Jev-powered workflow that enhances standard copy-paste interactions. It introduces a decision-making layer that automatically adjusts content formatting or selection based on the specific context of the user's current task.
x.comnew-api-plugin-typesafe
This plugin integrates the Jev System One architecture with QuantumNous new-api. It enables native v1/systemone endpoint support, facilitating synchronous evaluation processes and automated token billing for AI tasks.
github.combtc-jev-signal
This experimental project demonstrates a multi-horizon signal generator for Bitcoin. It utilizes TypeSafe Jev probabilities alongside real-time Binance market data to explore potential price trend indicators within a technical analysis framework.
github.comclaude-jev
This Claude Code plugin integrates Jev to score review findings, debugging hypotheses, and design options. It aims to provide calibrated probability assessments rather than subjective opinions during the development process.
github.comjev-model-router
This project implements a Jev-based model router utilizing the Vercel AI Gateway. It demonstrates a technical approach to managing and routing requests between different AI models within a type-safe architecture, providing a structured framework for developers building modular AI applications.
github.comtypesafe-mcp
This Go-based CLI and single-binary MCP server integrates TypeSafe judgments directly into Claude Desktop, Claude Code, and Codex environments. It demonstrates a method for bridging formal verification outputs with LLM-based coding assistants for improved workflow reliability.
github.comWebsite to App
Jev automates the conversion of websites into native mobile applications. The platform determines the most effective build process and assists users with the technical requirements for app store submissions.
x.comJev Language Generation
This resource explores the use of Jev as a tool for language generation. It highlights community perspectives on the platform's potential and challenges existing assumptions regarding its functional capabilities in text synthesis.
x.comjev-cli
This tool provides a lightweight, dependency-free command-line interface for interacting with TypeSafe Jev. It serves as a utility for developers looking to integrate Jev workflows directly into their terminal environments.
github.comJev AI Model Overview
Jev introduces a novel AI architecture designed to improve software intelligence efficiency. This resource demonstrates how the model aims to provide a cost-effective alternative for developers seeking streamlined performance in their AI-driven applications.
techcrunch.comjev-playwright-mcp
This tool provides a Jev-augmented proxy for Playwright MCP, designed to enhance coding agents with page-state triage, prompt-injection shielding, and goal-based snapshot pruning. It functions as a drop-in wrapper to implement risky-action gating during automated browser interactions.
github.comJev and Claude Code Agentic Loop
This guide demonstrates integrating Jev into an agentic coding workflow. The creator claims this setup achieves high cost efficiency for automated development tasks compared to standard agentic loops.
youtube.comjev-drone
This project demonstrates a camera-only autonomous drone simulation within the MuJoCo environment. It features a TypeSafe Jev judgment model integrated into the control loop, which the creator reports operates at a frequency of 2.5Hz.
github.comjev-browser in Cline
This integration enables Cline to utilize Jev for executing web-based tasks directly within a desktop environment. It demonstrates how browser-based automation can be incorporated into existing development workflows to streamline complex navigation and data retrieval processes.
x.comjev-dsl
This Haskell DSL provides an agent-first framework for the Jev judgment model. It demonstrates how to implement typed packets and inferred types to ensure consistent labeling and structured data handling within agentic workflows.
github.compi-jev
This project integrates TypeSafe Jev as a decision layer for the Pi coding agent. It demonstrates a tool-call gate and utilizes jev_ask to provide typed, calibrated responses within the agent workflow.
github.comjev-reflex
This project demonstrates the rapid response capabilities of Jev when executing browser-based tasks. The developer reports that the agent makes operational decisions in approximately 100 milliseconds during standard testing scenarios.
github.comtypesafe-3d-chess
This project implements a 3D chess game utilizing TypeSafe AI. It allows users to observe AI versus AI matches or participate in games with multiple difficulty levels, demonstrating the integration of Jev-based logic into a spatial gaming environment.
github.comjev-spring-boot-starter
This project provides a Spring Boot starter for integrating TypeSafe Jev. It demonstrates how to utilize Spring MVC and RestClient to streamline Jev implementation within standard Java-based web application architectures.
github.comJev on Cloudflare
This resource outlines how Jev is integrated into Cloudflare infrastructure. It demonstrates the application of Jev for automated decision-making tasks, specifically focusing on support routing and risk management workflows within the platform.
developers.cloudflare.comLLM Chess with Jev
This project demonstrates Jev's capability to play chess by executing moves within a benchmark environment. The creator claims the implementation achieves high-quality gameplay while maintaining low computational costs for the underlying model.
github.comscala-jev-sdk
This Scala 3 client for the System One API provides an effect-agnostic interface compatible with various sttp backends. It enables developers to integrate Jev services using their preferred effect systems while ensuring type-safe handling of question values.
github.comjevprune
jevprune is a utility designed to filter command-line output for coding agents. It uses specific task descriptions to help agents focus on relevant information by pruning unnecessary data from terminal streams.
github.comqwen-rlcd
This repository demonstrates a Jev-style calibrated decision model built on the Qwen3.5-0.8B architecture. It explores the implementation of Choice, Score, and Noul decision frameworks within a compact language model environment.
github.comCompaction Plugin Overview
This community resource introduces a plugin designed to optimize agent context management. It demonstrates how to analyze and prune redundant data to maintain efficiency, providing a practical approach for developers working with agent-based systems.
x.comSystem One
This official reference document outlines the core principles of System One. It serves as a foundational guide for understanding the architectural framework and conceptual design patterns utilized within the TypeSafe AI ecosystem.
docs.typesafe.aiJevBench
JevBench provides a standardized framework for evaluating Jev-class typed decision models. This resource demonstrates benchmarking methodologies focused on assessing the efficiency, reliability, and openness of decision-making systems within the Jev ecosystem.
github.comagent-handoff-gate
This experimental protocol explores evidence-aware handoffs between AI agents. It demonstrates a Jev-assisted review mechanism designed to validate outputs before they are passed to a lead agent for final processing.
github.comjevocks
jevocks provides a streamlined interface for monitoring daily stock market status using Jev technology. This project demonstrates how to integrate real-time financial data feeds into a Jev-based application architecture for simplified market tracking.
github.comMakerMods Robot Arm Simulation
This demonstration showcases a MakerMods robot arm operating within the MuJoCo simulation environment. It illustrates how the system processes JSON-formatted state inputs and action selections to control robotic movement in a virtual space.
x.comjev-mcp Integration
This project provides a bridge connecting JEV to Model Context Protocol clients. It enables users to evaluate JEV judgments by comparing them against general-purpose LLMs using shared datasets for measurable performance analysis.
github.comJev on the WebMCP benchmark
This resource showcases Jev performance on the WebMCP benchmark. The creator claims the system achieved full task success while reducing model costs through optimized tool selection and argument generation strategies compared to alternative agentic frameworks.
x.comjeval
This research project investigates the practical utility of Jev confidence scores during task execution. It provides a framework for developers to assess how these metrics correlate with model performance in real-world scenarios.
github.comvibecheck
This Chrome extension integrates Jev to analyze X posts for tone and sentiment. It allows users to perform a vibe-check on their draft content before publishing to ensure the message aligns with their intended communication style.
github.comlive-jev
This browser-based simulation features a 2D autonomous vehicle controlled by the Jev decision model. It demonstrates how the framework manages real-time navigation and pathfinding logic within a simplified virtual environment.
github.com
