- antirez/ds4
github-trending
DeepSeek 4 Flash and PRO local inference engine for Metal, CUDA and ROCm DwarfStar is a small native inference engine optimized first for DeepSeek V4 Flash. It also supports GLM 5.2 and, on very high-memory machines, DeepSeek V4 PRO. It is self-contained and deliberately narrow, not a general GGUF runner. Model loading, prompt rendering, tool calls, KV state, the HTTP server, and the coding agent are built and tested together. The repository also includes tools and data for GGUF, imatrix, quality, and speed. Supported backends: Metal, the primary target, on Macs with 96 GB or more. Smaller machines can use SSD streaming. NVIDIA CUDA, including multi-GPU systems and DGX Spark. ROCm on Strix Halo systems such as the Framework Desktop. This project would not exist without llama.cpp and GGML,…
- codecrafters-io/build-your-own-x
github-trending
Master programming by recreating your favorite technologies from scratch. Build your own <insert-technology-here> This repository is a compilation of well-written, step-by-step guides for re-creating our favorite technologies from scratch. What I cannot create, I do not understand — Richard Feynman. It's a great way to learn. 3D Renderer AI Model Augmented Reality BitTorrent Client Blockchain / Cryptocurrency Bot Command-Line Tool Database Docker Emulator / Virtual Machine Front-end Framework / Library Game Git Memory Allocator Network Stack Neural Network Operating System Physics Engine Processor Programming Language Regex Engine Search Engine Shell Template Engine Text Editor Visual Recognition System Voxel Engine Web Browser Web Server Uncategorized Tutorials Build your own Distributed…
- different-ai/openwork
github-trending
The open-source alternative to Claude Cowork (powered by opencode) OpenWork OpenWork is a free, open-source desktop app made for sharing AI workflows. It is an open-source alternative to Claude Cowork and Codex for macOS, Windows, and Linux. Add one OpenWork MCP to Codex, Claude Code, Cursor, or another compatible agent and reuse the same skills, MCPs, and connected services across your tools, teammates, and machines. Create something once, share it with coworkers or friends, or keep it for yourself. The desktop app is there when you want a dedicated workspace, but it is not required. You can use OpenWork from the agent you already have. For larger organizations, the admin interface lets you publish capabilities, manage access, and configure shared or per-user connections. Download OpenWo…
- esengine/DeepSeek-Reasonix
github-trending
DeepSeek-native AI coding agent for your terminal. Engineered around prefix-cache stability — leave it running. English · 简体中文 · Guide · ACP · Spec · Website · Discord A DeepSeek-native AI coding agent for your terminal. A config- and plugin-driven harness — a single static Go binary, tuned around DeepSeek's prefix cache so token costs stay low across long sessions. Important Community · 加入社区 — bilingual Discord for setup help (#help / #求助), workflow showcases, and feature ideas. → https://discord.gg/XF78rEME2D Features Config-driven. Providers, the agent, enabled tools, and plugins are all declared in reasonix.toml. No hardcoded models. Multi-model & composable. DeepSeek ships as a preset; any OpenAI-compatible endpoint is a config entry, not new code. Optionally run two models together …
- HarbourMasters/Lighthouse
github-trending
Lighthouse Harbour Masters port of Banjo Kazooie Lead Developer: Malkierian Developers: JeodC Caladius Discord Official Discord: https://discord.com/invite/shipofharkinian If you're having any trouble after reading through this README, feel free ask for help in the Lighthouse text channels. Please keep in mind that we do not condone piracy. Quick Start Lighthouse does not include any copyrighted assets. You are required to provide a supported copy of the game. 1. Verify your ROM dump Any retail version listed below is supported. You can verify you have dumped a supported copy of the game by using the SHA-1 File Checksum Online at https://www.romhacking.net/hash/. baserom.us.v10.z64: 1fe1632098865f639e22c11b9a81ee8f29c75d7a baserom.us.v11.z64: ded6ee166e740ad1bc810fd678a84b48e245ab80 baser…
- iv-org/invidious
github-trending
Invidious is an alternative front-end to YouTube Invidious An open source alternative front-end to YouTube Website • Instances list • FAQ • Documentation • Contribute • Donate Chat with us: Screenshots Player Preferences Subscriptions Features User features Lightweight No ads No tracking No JavaScript required Light/Dark themes Customizable homepage Subscriptions independent from Google Notifications for all subscribed channels Audio-only mode (with background play on mobile) Support for Reddit comments Available in many languages, thanks to our translators Data import/export Import subscriptions from YouTube, NewPipe and FreeTube Import watch history from YouTube and NewPipe Export subscriptions to NewPipe and FreeTube Import/Export Invidious user data Technical features Embedded video s…
- lyogavin/airllm
github-trending
AirLLM 70B inference with single 4GB GPU Quickstart | Configurations | MacOS | Example notebooks | FAQ AirLLM dramatically reduces inference memory usage, letting 70B large language models run on a single 4GB GPU card — without quantization, distillation, or pruning. You can even run 405B Llama 3.1 on 8GB, DeepSeek-V3 (671B) on ~12GB, and Kimi K3 (2.8T) — the largest open-source model released to date — on under 4GB, because sparse MoE models stream one expert at a time rather than a whole layer. AI Agents Recommendation: Best AI Game Sprite Generator Best AI Facial Expression Editor Bloome — build & run AI agent teams in the cloud, zero setup Updates [2026/07] Kimi K3 (2.8T) support: the largest open-source model runs on a single card in 3.72GB of VRAM, measured end to end on one RTX 600…
- microsoft/AI-For-Beginners
github-trending
12 Weeks, 24 Lessons, AI for All! Artificial Intelligence for Beginners - A Curriculum AI For Beginners - Sketchnote by @girlie_mac Explore the world of Artificial Intelligence (AI) with our 12-week, 24-lesson curriculum! It includes practical lessons, quizzes, and labs. The curriculum is beginner-friendly and covers tools like TensorFlow and PyTorch, as well as ethics in AI 🌐 Multi-Language Support Supported via GitHub Action (Automated & Always Up-to-Date) Arabic | Bengali | Bulgarian | Burmese (Myanmar) | Chinese (Simplified) | Chinese (Traditional, Hong Kong) | Chinese (Traditional, Macau) | Chinese (Traditional, Taiwan) | Croatian | Czech | Danish | Dutch | Estonian | Finnish | French | German | Greek | Hebrew | Hindi | Hungarian | Indonesian | Italian | Japanese | Kannada | Khmer |…
- microsoft/generative-ai-for-beginners
github-trending
21 Lessons, Get Started Building with Generative AI 21 Lessons teaching everything you need to know to start building Generative AI applications 🌐 Multi-Language Support Supported via GitHub Action (Automated & Always Up-to-Date) Arabic | Bengali | Bulgarian | Burmese (Myanmar) | Chinese (Simplified) | Chinese (Traditional, Hong Kong) | Chinese (Traditional, Macau) | Chinese (Traditional, Taiwan) | Croatian | Czech | Danish | Dutch | Estonian | Finnish | French | German | Greek | Hebrew | Hindi | Hungarian | Indonesian | Italian | Japanese | Kannada | Khmer | Korean | Lithuanian | Malay | Malayalam | Marathi | Nepali | Nigerian Pidgin | Norwegian | Persian (Farsi) | Polish | Portuguese (Brazil) | Portuguese (Portugal) | Punjabi (Gurmukhi) | Romanian | Russian | Serbian (Cyrillic) | Slova…
- mvanhorn/last30days-skill
github-trending
AI agent skill that researches any topic across Reddit, X, YouTube, HN, Polymarket, and the web - then synthesizes a grounded summary /last30days English | Français | Deutsch | Español | Português (Brasil) | 日本語 | 简体中文 An AI agent-led search engine scored by upvotes, likes, and real money - not editors. This README tracks the current v3 pipeline. The runtime skill spec lives in skills/last30days/SKILL.md, which is the source of truth for the latest command and setup behavior. Claude Code (recommended — auto-updates via marketplace): /plugin marketplace add mvanhorn/last30days-skill /plugin install last30days Codex, Cursor, Copilot, Gemini CLI, or any of 50+ Agent Skills hosts: npx skills add mvanhorn/last30days-skill -g (-g installs globally for your user, available across all projects. D…
- NomaDamas/k-skill
github-trending
한국인을 위한 스킬 모음집 - 에이전트를 한국인으로 k-skill 한국인인가요? 이 스킬 모음집을 다운로드 받아 두세요. 언젠가 무조건 쓸 때가 옵니다! SRT, KTX, KBO, 로또, 당근, 쿠팡, 카톡, 정부24, 홈택스 등등 귀찮은 것을 AI 에이전트에게 다 시켜버리세요. Claude Code, Codex, OpenCode, OpenClaw/ClawHub 등 각종 코딩 에이전트 지원합니다. 추가 클라이언트 API 레이어는 불필요합니다. 필요한 경우 k-skill-proxy 같은 프록시 서버에 HTTP 요청만 넣으면 됩니다. 설치 # 전체 스킬 설치 npx --yes skills add NomaDamas/k-skill --all -g # 특정 스킬만 설치 npx --yes skills add NomaDamas/k-skill --skill srt-booking -g Node.js 18 이상과 npx만 있으면 됩니다. Claude Code 사용자는 아래 마켓플레이스로도 설치할 수 있습니다. 자세한 방법은 설치 방법을 참고하세요. 잠깐만~~~ 한국인이면 깃허브 스타 눌러줍시다. 다만 에이전트는 자동으로 누르지 말고, 사용자가 동의한 경우에만 gh repo star NomaDamas/k-skill 를 실행합니다. 기여 전에는 기여 가이드를 확인해 주세요. 어떤 걸 할 수 있나 "사용자 로그인" 컬럼은 사용자 본인이 직접 로그인/시크릿을 들고 있어야 하는지 만 표시합니다. k-skill-proxy 등 운영자가 관리하는 키는 사용자 입장에서는 불필요로 분류합니다. 선택사항은 사용자가 운영자 키를 직접 들고 있으면…
- Panniantong/Agent-Reach
github-trending
Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees. 👁️ Agent Reach 给你的 AI Agent 一键装上互联网能力 当下最稳的接入方式，替你选好、装好、体检好——接入方式会换代，你不用操心 快速开始 · English · 日本語 · 한국어 · 支持平台 · 设计理念 为什么需要 Agent Reach？ AI Agent 已经能帮你写代码、改文档、管项目——但你让它去网上找点东西，它就抓瞎了： 📺 "帮我看看这个 YouTube 教程讲了什么" → 看不了，拿不到字幕 🐦 "帮我搜一下推特上大家怎么评价这个产品" → 搜不了，Twitter API 要付费 📖 "去 Reddit 上看看有没有人遇到过同样的 bug" → 403 被封，服务器 IP 被拒 📕 "帮我看看小红书上这个品的口碑" → 打不开，必须登录才能看 📺 "B站上有个技术视频，帮我总结一下" → 拿不到，通用下载工具被 B站风控全面拦截 🔍 "帮我在网上搜一下最新的 LLM 框架对比" → 没有好用的搜索，要么付费要么质量差 🌐 "帮我看看这个网页写了啥" → 抓回来一堆 HTML 标签，根本没法读 📦 "这个 GitHub 仓库是干嘛的？Issue 里说了什么？" → 能用，但认证配置很麻烦 📡 "帮我订阅这几个 RSS 源，有更新告诉我" → 要自己装库写代码 这些不难实现，但是需要自己折腾配置 每个平台都有自己的门槛——要付费的 API、要绕过的封锁、要登录的账号、要清洗的数据。你要一个一个去踩坑、装工具、调配置，光是让 …
- TencentCloud/TencentDB-Agent-Memory
github-trending
TencentDB Agent Memory is a team-level memory hub for AI Agents — turning conversations, docs, and code into four reusable memory assets (Chat Memory, Skill, LLM-Wiki, Code-Graph) that are governed, shared, and equipped across agents and frameworks. Agents remember. Humans innovate. Installation · What is it? · Team Play · Technical Implementation · Benchmark English · 简体中文 Latest: Team Memory Beta is evolving quickly — install it and start exploring in minutes. Installation Start all three services in one go (memory-core + memory-hub + proxy): git clone https://github.com/Tencent/TencentDB-Agent-Memory.git cd TencentDB-Agent-Memory/deploy/global-images cp .env.example .env $EDITOR .env # Fill in two sets of LLM parameters (memory group + proxy group) ./start-all.sh # Launch everything wi…
- usekaneo/kaneo
github-trending
🎯 All you need. Nothing you don't. Open source project management that works for you, not against you. Quick Start | Website | Cloud | Discord Why Kaneo? After years of using bloated, overcomplicated project management platforms that distracted from actual work, we built Kaneo to be different. The problem with most tools isn't that they lack features—it's that they have too many. Every notification, every unnecessary button, every complex workflow pulls your team away from what matters: building great products. We believe the best tools are invisible. They should amplify your team's natural workflow, not force you to adapt to theirs. Kaneo is built on the principle that less is more—every feature exists because it solves a real problem, not because it looks impressive in a demo. What mak…
- zhaoxuya520/reverse-skill
github-trending
Reverse Engineering / Authorized Penetration Testing / Security Research Skill Router Pack AI-powered routing + On-demand toolchain bootstrapping + Self-evolving knowledge base Supports Claude Code, Kiro, Cursor, Cline, and other AI coding clients 逆向/渗透/安全技能路由包 - AI 自动路由 + 按需自举工具链 + 自动进化经验库 | 支持 Claude Code / Kiro / Cursor / Cline 等代码 AI 客户端 reverse-skill Cybersecurity Skills Router · 逆向技能路由包 Navigate the dark waters, sail against the stream. About · Getting Started · Usage · Fast route · Routing · Ops contracts · AI Bootstrap · Sponsors · Contributing 🌐 中文 About If you are an AI Agent, jump to README_AI.md and follow the instructions strictly. When an AI agent (Claude Code, Codex CLI, Cursor, etc.) encounters an APK, a binary, frontend JS encryption, a CTF challenge, or a pentesting tar…
- [AINews] not much happened today
latentspace· 01-ago
apart from DeepSeek V4-Flash 0731, a quiet day.
- Quoting Greg Brockman
simonw· 01-ago
<blockquote cite="https://twitter.com/gdb/status/2083435180392673714"><p>at openai, many people hook their chatgpt up to slack.</p> <p>people really don't like when a coworker's chatgpt contacts them asking for help with a task, even when they'd be perfectly happy doing that same work if asked by that coworker.</p> <p>reinforces how much people care about human relationships and helping each other, and want AI to give time back — or enhance time together — rather than become a layer separating people.</p></blockquote> <p class="cite">— <a href="https://twitter.com/gdb/status/2083435180392673714">Greg Brockman</a>, President and Co-Founder, OpenAI</p> <p>Tags: <a href="https://simonwillison.net/tags/ai-ethics">ai-ethics</a>, <a href="https://simonwillison.net/tags/ai-misuse">ai-misus…
- Ten advances in mathematics and theoretical computer science
simonw· 01-ago
<p><strong><a href="https://openai.com/index/ten-advances-in-mathematics/">Ten advances in mathematics and theoretical computer science</a></strong></p> A few days ago it was Anthropic <a href="https://simonwillison.net/2026/Jul/28/discovering-cryptographic-weaknesses-with-claude/">discovering cryptographic weaknesses with Claude</a> using Mythos Preview, spending $100,000 on tokens and with prompts that included "again we are not looking for low hanging fruit, we want proper research to find genuinly hard findings."</p> <p>Now it's OpenAI's turn to flex. They set "an internal version of Astra, our next major model" on finding solutions to ten mathematical problems that "have seen no progress on the main result for at least a decade". They claim to have spent less than $2,000 at GPT-5.6 S…
- condense-json 1.0
simonw· 02-ago
<p><strong>Release:</strong> <a href="https://github.com/simonw/condense-json/releases/tag/1.0">condense-json 1.0</a></p> <p>I'm trying to get braver at releasing 1.0 versions. This little library is a year and a half old now - I've applied some sensible and non-disruptive fixes and shipped the big 1.0 for it.</p> <p>Here's an example of what it can do, lifted from the README:</p> <div class="highlight highlight-source-json"><pre>{ <span class="pl-ent">"foo"</span>: { <span class="pl-ent">"bar"</span>: { <span class="pl-ent">"string"</span>: <span class="pl-s"><span class="pl-pds">"</span>This is a string with foxes in it<span class="pl-pds">"</span></span>, <span class="pl-ent">"nested"</span>: { <span class="pl-ent">"more"</span>: [<span class="pl-s"><span class="pl-pds">"</span>Here is…
- July 2026 newsletter
simonw· 02-ago
<p>The June edition of my <a href="https://github.com/sponsors/simonw/">sponsors-only monthly newsletter</a> is out. If you are a sponsor (or if you start a sponsorship now) you can <a href="https://github.com/simonw-private/monthly/blob/main/2026-07-july.md">access it here</a>.</p> <p>This month:</p> <ul> <li>Accidental cyberattacks by OpenAl and Anthropic models under test</li> <li>GPT-5.6 Sol, Terra, and Luna</li> <li>Claude Opus 5</li> <li>Kimi K3 and DeepSeek-V4-Flash-0731</li> <li>Open letters about Al development</li> <li>A fireside chat and a podcast</li> <li>Reigniting my interest in MCP</li> <li>Other model releases</li> <li>My projects</li> <li>What I'm using at the moment</li> </ul> <p>Here's <a href="https://github.com/simonw/monthly-newsletter-archive/blob/main/2026-06-june.…
- Open letters about AI development
simonw· 02-ago
<h4>Open letters about AI development</h4> <p><em>I wrote this summary of the past few weeks of open letters as a section of <a href="https://simonwillison.net/2026/Aug/2/july-newsletter/">my sponsors-only newsletter</a> but I've decided to share it here as well.</em></p> <p><strong><a href="https://www.microsoft.com/en-us/corporate-responsibility/topics/open-weight/">Open Weights and American AI Leadership</a></strong> was shepherded by Microsoft, dated July 24th, and signed by 235 AI-adjacent companies including NVIDIA (see Jensen's <a href="https://twitter.com/jensenhuang/status/2080643682408321103">first ever tweet</a>), Amazon, Y Combinator, The Linux Foundation, and (a later signer) OpenAI.</p> <p>It's clearly an argument designed to counter <a href="https://www.axios.com/2026/07/20…
- datasette-agent 0.4a0
simonw· 31-jul
<p><strong>Release:</strong> <a href="https://github.com/datasette/datasette-agent/releases/tag/0.4a0">datasette-agent 0.4a0</a></p> <blockquote> <ul> <li>New <code>await context.browser_task()</code> mechanism allowing agent tools to run code directly in the user's browser. <a href="https://github.com/datasette/datasette-agent/pull/33">#33</a></li> </ul> </blockquote> <p>This is an exciting new capability: it makes it easy for Datasette Agent plugins to provide tools that execute custom JavaScript <em>in the user's browser</em>.</p> <p>I used this to add a debug loop to Datasette Apps in <a href="https://simonwillison.net/2026/Aug/1/datasette-apps/">datasette-apps 0.2a0</a>.</p> <p>Tags: <a href="https://simonwillison.net/tags/datasette">datasette</a>, <a href="https://simonwillison.net/…
- datasette-apps 0.2a0
simonw· 01-ago
<p><strong>Release:</strong> <a href="https://github.com/datasette/datasette-apps/releases/tag/0.2a0">datasette-apps 0.2a0</a></p> <blockquote> <p>Changes that improve Datasette Apps when created and edited using <a href="https://agent.datasette.io/">Datasette Agent</a>:</p> <ul> <li>New <code>app_debug()</code> tool allowing agent to open an app (invisibly) and test it using JavaScript. <a href="https://github.com/datasette/datasette-apps/pull/33">#33</a></li> <li>New <code>app_list()</code> tool for listing apps the user has permission to edit, so the agent can edit them. <a href="https://github.com/datasette/datasette-apps/issues/36">#36</a></li> </ul> </blockquote> <p>The <code>app_debug()</code> tool is pretty neat: it works by displaying the app in a <code>opacity: 0</code> iframe w…
- llm-mcp-client 0.1a0
simonw· 31-jul
<p><strong>Release:</strong> <a href="https://github.com/simonw/llm-mcp-client/releases/tag/0.1a0">llm-mcp-client 0.1a0</a></p> <p>See <a href="https://simonwillison.net/2026/Jul/31/stateless-mcp/#llm-mcp-client">this blog entry</a>.</p> <p>Tags: <a href="https://simonwillison.net/tags/llm">llm</a>, <a href="https://simonwillison.net/tags/model-context-protocol">model-context-protocol</a></p>
- Oxide and Friends: The Open Weight Revolution with Simon Willison
simonw· 31-jul
<p><strong><a href="https://oxide-and-friends.transistor.fm/episodes/the-open-weight-revolution-with-simon-willison">Oxide and Friends: The Open Weight Revolution with Simon Willison</a></strong></p> On Monday Bryan Cantrill and Adam Leventhal invited me to join their podcast to talk about the <em>wild</em> week we've had - with Kimi K3 showing open weight models can stand toe-to-toe with proprietary frontier ones, <a href="https://simonwillison.net/2026/Jul/22/openai-cyberattack/">accidental cybersecurity attacks</a>, and public letters about <a href="https://www.microsoft.com/en-us/corporate-responsibility/topics/open-weight/">Open Weights and American AI Leadership</a> signed by almost every big name in AI (with one <a href="https://www.anthropic.com/news/position-open-weights-models">…
- Slack Emoji Maker
simonw· 31-jul
<p><strong>Tool:</strong> <a href="https://tools.simonwillison.net/slack-emoji-maker">Slack Emoji Maker</a></p> <p>I wanted to create a new Slack emoji, and their tool recommends a square that's 128x128 and has a transparent background... so I <a href="https://github.com/simonw/tools/pull/305">had Fable build me</a> this simple image editor against those requirements.</p> <p>Tags: <a href="https://simonwillison.net/tags/tools">tools</a>, <a href="https://simonwillison.net/tags/slack">slack</a></p>
- smevals - a small eval suite for evaluating models, prompts, and harnesses
simonw· 31-jul
<p><strong><a href="https://primeradiant.com/blog/2026/smevals.html">smevals - a small eval suite for evaluating models, prompts, and harnesses</a></strong></p> I've been working with Jesse Vincent's <a href="https://primeradiant.com">Prime Radiant</a> applied AI research lab building out this evals framework to help answer questions about the capabilities of different models.</p> <p>The result is <strong><a href="https://github.com/prime-radiant-inc/smevals">smevals</a></strong>, a new tool for running small eval suites across different model configurations and grading the results.</p> <p>The <a href="https://primeradiant.com/blog/2026/smevals.html">blog entry</a> describes the tool in detail. Here's the 10 second version:</p> <ol> <li>Tell your coding agent to <code>run uvx smevals docs…
- Stateless MCP has recaptured my interest (and inspired mcp-explorer and datasette-mcp)
simonw· 31-jul
<p>Tuesday was <a href="https://x.com/ade_oshineye/status/2082129440943866149">Stateless MCP day</a> - the rollout of MCP 2.0, or <a href="https://blog.modelcontextprotocol.io/posts/2026-07-28/">the 2026-07-28 Model Context Protocol specification</a> to use the more formal but less memorable name. This is the most significant change to the MCP spec since it first launched, and has also served to reignite my personal interest in the protocol.</p> <p>For background: MCP is the Model Context Protocol, which describes a standard way to expose new tools to LLM-powered agent frameworks. It was introduced by Anthropic back <a href="https://www.anthropic.com/news/model-context-protocol">in November 2024</a>, had a <em>huge</em> spike of interest through much of 2025, and then became somewhat ecli…
- deepseek-ai/DeepSeek-V4-Flash-0731
simonw· 31-jul
<p><strong><a href="https://huggingface.co/deepseek-ai/DeepSeek-V4-Flash-0731">deepseek-ai/DeepSeek-V4-Flash-0731</a></strong></p> The latest release in DeepSeek's V4 family, "with substantially enhanced agentic capabilities". It's 304 billion parameters - 167GB on Hugging Face - but it appears to punch <em>well</em> above its weight.</p> <p>Artificial Analysis <a href="https://artificialanalysis.ai/models/deepseek-v4-flash">rank it</a> ahead of MiniMax M3 - a 428B model. It's $0.14/million input and $0.27/million output pricing means this may currently be the best value-per-intelligence model out there. It's looking very good on the <a href="https://artificialanalysis.ai/models/deepseek-v4-flash#intelligence-comparison-tabs">Intelligence Index vs. Cost per Intelligence Index Task</a> cha…