Weekly · open-source AI · week 32, 2026
This week's trending open-source AI on GitHub — kimi-k3-in-c, ratchet, Starling, and more: the newest, Hacker News talk, a subfield spotlight, and the fastest-rising, drawn out of the noise.
Newest this week
kimi-k3-in-c runs a 2.78-trillion-parameter Kimi K3 on a single CPU in 8.24 GB of RAM—written in portable C99 with no BLAS, no GPU, and no framework. A masterclass in squeezing giant models onto tiny hardware. 445 stars and moving fast
View on GitHub →ratchet tackles a quietly painful problem: agents that claim they followed the rules but didn't. It reads the instructions your agent was handed, then verifies compliance against what actually happened. JavaScript, open source, 412 stars already. An audit layer for anyone shipping agents into the wild
View on GitHub →Starling is a new Linux desktop environment written in Swift — and it's not cutting corners. You get a custom compositor, a native shell, a Flutter-to-Swift framework port, and first-party apps, all in one stack. Swift powering an entire DE outside Apple's world is rare and ambitious. At 263 stars, it's early enough to watch closely
View on GitHub →Fastest-rising
stablyai/orca is pitching a new category: the ADE, or Agent Development Environment. Instead of babysitting one agent, you orchestrate a fleet in parallel — running any coding agent on your own subscription, from desktop or mobile. Built in TypeScript, up 24 stars this week. A useful signal of where agent tooling is heading
View on GitHub →ayghri/i-have-adhd is a skill that stops your coding agent from burying the answer under walls of text. It restructures output to lead with what you actually asked, keeping context available but out of the way. Marketed as ADHD-friendly, useful for anyone tired of scrolling past fluff. Python, +23 stars this week
View on GitHub →QwenPaw is a personal AI assistant you host yourself, on your own machine or in the cloud. It connects to multiple chat apps and stays easily extensible, so you can bolt on new capabilities without fighting the framework. Python-based, quick to install, and up +16 stars this week
View on GitHub →Shipping hard
different-ai/openwork is the open-source alternative to Claude Cowork, built on opencode and written in TypeScript. With 46 commits and a PR this week, it's clearly in active development. If you'd rather own your AI coworker than rent one, this is a repo to watch
View on GitHub →multica is an open-source, Go-built platform for turning coding agents into managed teammates — assign tasks, track progress, and compound skills across runs. The team's clearly locked in: 40 commits this week, zero external PRs. One to watch if you're moving beyond single-shot agents
View on GitHub →opencodex is a universal provider proxy that frees Codex CLI, App, SDK, and Claude Code from their default models. Route your agent tooling to any LLM — Claude, Gemini, Grok, DeepSeek, or a local Ollama setup — with no vendor lock-in. Built in TypeScript and moving fast at 39 commits this week
View on GitHub →Get this every week — free newsletter.