2026-09-24 GitHub 项目趋势

Non-autoregressive System 1 decision engine. Typed choice, score and yes/no decisions over any text in a single forward pass, in 100+ languages, with a router that picks the right checkpoint per request.

Claude Code plugin that replaces the compaction summary with Jev decisions: every tool call and result is scored in one fast request, stale ones are dropped or truncated, everything kept stays verbatim.

Z.ai's coding agent harness. Powerful, intelligent, extensible.

Native MLX runtime for Laya typed decision models — 7–14 ms short decisions on M3 Max. No text generation, PyTorch, or cloud API.

tiny Jev-like family of decision models built on top of Qwen3.5 you can train and run on your own

装在手机上的对话副驾：在微信 / QQ / X / 飞书里读懂对方、给出候选回复、一键填入输入框，发不发由你。非侵入，只读屏幕，不 hook 不改包。

A nano replica of Jev: parallel decisions, dynamic candidates, and an end-to-end training pipeline.

Local typed decisions, contrastive data curation, and model evaluation.

Async-first agent harness

An open-source AI platform for knowledge work. Connect your apps, find answers, and get work done.

A curated list of public projects, integrations, and discussions built on Jev — TypeSafe AI's System One model for typed decisions.

Local Laya typed decisions on Apple Core ML and Neural Engine. Validated ports, ~5 ms short decisions on M3 Max, reproducible speed and energy benchmarks.

Suitable for Android APK reverse engineering analysis

A verified, community-maintained catalog of 834 open-source projects built with Jev.

Jev-powered model routing, memory, compaction, skill selection, computer and browser use for Hermes agents (also Claude Code and Codex)

Continual learning model trained from scratch on 8GB VRAM laptop with batch-1 stream of data.

A curated list of tools built for Jev — TypeSafe AI's System One model for typed decisions.

A local inference engine for Apple silicon, built around the model.

Your Cheat Sheet For AI Engineering Interviews at Top AI Companies - Questions and Answers.

Astra plans and reviews; DeepSeek Flash builds. A native Codex workflow with phased tasks, verification, safe installation and reversible setup.

尝试改善 Codex 降智、限流与连接体验。本地一键启动、网页配置修复，支持 Astra / Sol / Terra、订阅和代理；不保证取得指定 state 或提升模型质量。

Security analysis of the ChatGPT iOS subscription / entitlement flow (internal draft, coordinated disclosure WIP)

Apple Wallet card skins and lock screen passcode themes on iOS 27.

CVE-2026-63030 & CVE-2026-60137 RCE chain proof-of-concept

The open-source System One decision model. Sub-15ms, non-autoregressive, local drop-in alternative to TypeSafe Jev.

Astra planner and JEV controller for Minecraft, with native recording, tested routes, and run verification.

Software factory foreman based on TypeSafe's Jev model