TypeLLM forces schema-exact output from open models
The open-source framework constrains model output to a single token per field, guaranteeing schema-exact answers without retries, fine-tuning or architecture changes.
Open Source Radar
Popular and fast-rising open source projects worth a look.Laya skips text generation for fast, typed decisions
The open-source model answers typed questions, classifications, scores, yes or no, in one forward pass across 100-plus languages, without generating any text.
- jaredpalmer/kev Jev-like family of decision models built on top of Qwen3.5/3.8 you can train and run on your own
- robbietilton/Compositor The Photoshop alternative for Mac
- mcncarl/jianying-headless Private source preview: native Jianying drafts, isolated editing/export, and standalone Agent Skill.
- jub0t/Concat The truly free, and open-source cross-platform CapCut replacement (supports MCPs).
- jev-chat/jev-chat-jarvis 装在手机上的对话副驾：在 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。
- NxcoreAI/EverRoom EverRoom - A workspace that remembers your projects, decisions, and sources.
- unstablebuild/rune the development environment for pros
- kruzovic7/ai-data-extractor Free open-source extractor for AI coding assistant chat histories. Supports Claude Code, Cursor, Windsurf, Aider, Cline/Roo Code, and more.
- Mak5er/AirCard Apple Wallet Card Skinner for iOS 18+ (No Jailbreak Required)
- hkqr/my-free-code Open-source multi-provider AI gateway for Claude Code and other coding agents, with model routing, streaming, tools, reasoning, fallbacks, and local model support
- eternity4719/HowToLiveBetter 按性价比排序的循证生活指南：长寿防病、急救、省钱理财、法律红线、失业与工伤、医保社保、恋爱婚育、怀孕育儿、创业与做平台合规、出国与技能。每条写明成本、收益、证据等级和原始出处，只引期刊论文与官方文件。
- browser-use/jev-ultrafast Fastest and cheapest web agent
- tamaratran/fast-jev-compaction 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.
- zai-org/ZCode Z.ai's coding agent harness. Powerful, intelligent, extensible.
- mizorewww/laya-mlx Native MLX runtime for Laya typed decision models - 7-14 ms short decisions on M3 Max. No text generation, PyTorch, or cloud API.
- TheoLeeCJ/SemIf-OpenJev Semantic ifs from open models, on a 3090 at home. Independent; not affiliated with Jev or TypeSafe.
- sdli1995/dlssg_for_sm86 Here is a dlssg for RTX30 Series GPU
- yi1108/printfilm PRINTFILM：AI 视频获客与 AI短剧创作平台
- shadcn-ui/lint An agent-first linter for Tailwind design systems. Write design system rules that agents can verify.
- jarrodwatts/jev-trader One AI trade decision every Monad block. Jev on Kuru MON-USDC.
- xzf-thu/VoiceMem Infrastructure for the next generation of voice agents, designed to provide universal memory. It is divided into a left brain and a right brain, storing information and emotions respectively, while a fully streaming architecture eliminates latency at the fundamental level.
- Improving site performance by shipping more CSS How we fully migrated github.com away from CSS-in-JS. The post Improving site performance by shipping more CSS appeared first on The GitHub Blog.
- pallavi-shekhar/ai-engineering-interview-questions-company-wise Your Cheat Sheet For AI Engineering Interviews at Top AI Companies - Questions and Answers.
- jtydhr88/screenwriting-skills Professional agent skills for screenwriting, television writing and dramaturgy
- aminkheddache-dotcom/Ptero AI Chat with powerful models for free
- 2akouwu/reverify Stop your AI from making things up - it proposes, deterministic tools decide, every claim checked against ground truth with evidence. Grounded facts and context survive resets. Reverse engineering is the proving ground. MCP server + CLI.
- Dpro-at/Tel-Agent AI phone assistant | open-source
- yukitorido/short-video-generator-AI AI video processing pipeline for generating vertical shorts using LLMs, Whisper transcription, highlight detection and automated editing
- devagrawal09/jev-review A staged code-review workflow and local dashboard built with TypeSafe Jev.