- gastownhall/gastown
github-trending
Gas Town - multi-agent workspace manager Gas Town Multi-agent orchestration system for Claude Code, GitHub Copilot, and other AI agents with persistent work tracking Overview Gas Town is a workspace manager that lets you coordinate multiple AI coding agents (Claude Code, GitHub Copilot, Codex, Gemini, and others) working on different tasks. Instead of losing context when agents restart, Gas Town persists work state in git-backed hooks, enabling reliable multi-agent workflows. What Problem Does This Solve? Challenge Gas Town Solution Agents lose context on restart Work persists in git-backed hooks Manual agent coordination Built-in mailboxes, identities, and handoffs 4-10 agents become chaotic Scale comfortably to 20-30 agents Work state lost in agent memory Work state stored in Beads ledg…
- harvard-edge/cs249r_book
github-trending
Machine Learning Systems Machine Learning Systems Principles and Practices of Engineering Artificially Intelligent Systems English • 中文 • 日本語 • 한국어 📘 Textbook • 📗 Vol I + 📘 Vol II • 🔥 TinyTorch • 🔬 Labs • 🔮 MLSys·im • 💼 StaffML 📚 Hardcopy edition coming 2026 with MIT Press. Mission The world is rushing to build AI systems. It is not engineering them. That gap is what we mean by AI engineering. AI engineering is the discipline of building efficient, reliable, safe, and robust intelligent systems that operate in the real world, not just models in isolation. Our mission is to establish AI engineering as a foundational discipline alongside software engineering and computer engineering, by teaching how to design, build, and evaluate end-to-end intelligent systems. Our goal: Help 100,00…
- hesreallyhim/awesome-claude-code
github-trending
A hand-picked collection of the finest of resources for the most awesome of agents, Claude Code, the undisputed champion of coding companions, from the unstoppable team at Anthropic PBC. A delectable showcase of top tier skills, ambidextrous agents, scintillating status lines, top notch developer tooling, and also we have plugins A hand-picked collection of the finest of resources for the most awesome of agents, Claude Code, the undisputed champion of coding companions, from the unstoppable team at Anthropic PBC. A delectable showcase of top tier skills, ambidextrous agents, scintillating status lines, top notch developer tooling, and also we have plugins. Suitable for beginners and veterans, with an emphasis on code quality, security, and originality. The current iteration of the list, s…
- immich-app/immich
github-trending
High performance self-hosted photo and video management solution. High performance self-hosted photo and video management solution Català Español Français Italiano 日本語 한국어 Deutsch Nederlands Türkçe 简体中文 正體中文 Українська Русский Português Brasileiro Svenska العربية Tiếng Việt ภาษาไทย Warning ⚠️ Always follow 3-2-1 backup plan for your precious photos and videos! Note You can find the main documentation, including installation guides, at https://immich.app/. Links Documentation About Installation Roadmap Demo Features Translations Contributing Demo Access the demo here. For the mobile app, you can use https://demo.immich.app for the Server Endpoint URL. Login credentials Email Password demo@immich.app demo Features Features Mobile Web Upload and view videos and photos Yes Yes Auto backup whe…
- JuliusBrussee/caveman
github-trending
🪨 why use many token when few token do trick — Claude Code skill that cuts 65% of tokens by talking like caveman why use many token when few do trick Make your AI coding agent talk like a caveman. Same answers, 65% fewer output tokens. Brain still big. Mouth small. See it · Install · Levels · What you get · Benchmarks · Ecosystem · Caveman 2 Caveman is a skill/plugin for Claude Code, Codex, Gemini, Cursor, Windsurf, Cline, Copilot, and 30+ other agents. Install once. Agent drops the filler and answers in tight caveman-speak, keeping code, commands, and errors byte-for-byte exact. You save output tokens on every reply, forever. Before / After 🗣️ Normal agent — 69 tokens Caveman agent — 19 tokens The reason your React component is re-rendering is likely because you're creating a new objec…
- Leonxlnx/taste-skill
github-trending
Taste-Skill - gives your AI good taste. stops the AI from generating boring, generic slop Taste Skill The Anti-Slop Frontend Framework for AI Agents Sponsors Emil Kowalski · animations.dev Become a sponsor Portable Agent Skills that upgrade AI-built interfaces: stronger layout, typography, motion, and spacing instead of boilerplate-looking UIs. This repo also includes image-generation skills for reference boards (web, mobile, brand kits). Pair them with ChatGPT Images or similar generators, then hand the frames to Codex, Cursor, or Claude Code for implementation. Disclaimer Taste Skill has no official token, coin, or crypto project. Any token using my name, image, or project is unaffiliated and not endorsed by me. Disclaimer · Install · Skills · Settings · Examples · Sponsors · Research ·…
- ogulcancelik/herdr
github-trending
agent multiplexer that lives in your terminal. herdr herdr.dev · install · quick start · supported agents · docs · socket api · sponsor https://github.com/user-attachments/assets/043ec09f-4bdd-41d5-aee0-8fda6b83e267 run all your coding agents in one terminal. see who's blocked, working, or done at a glance. run your agents where they already run; your machine, a server, anywhere you can ssh. each one gets its own real terminal, not an app's imitation of one, so even full-screen TUIs render right. click, drag, and split panes into workspaces and tabs, and watch each agent go blocked, working, done. close the laptop and nothing dies; reattach from another terminal, or from your phone over ssh. one local rust binary, not an app: no gui, no electron, no mac-only wrapper, no account, no teleme…
- openai/codex-plugin-cc
github-trending
Use Codex from Claude Code to review code or delegate tasks. Codex plugin for Claude Code Use Codex from inside Claude Code for code reviews or to delegate tasks to Codex. This plugin is for Claude Code users who want an easy way to start using Codex from the workflow they already have. What You Get /codex:review for a normal read-only Codex review /codex:adversarial-review for a steerable challenge review /codex:rescue, /codex:transfer, /codex:status, /codex:result, and /codex:cancel to delegate work, hand off sessions, and manage background jobs Requirements ChatGPT subscription (incl. Free) or OpenAI API key. Usage will contribute to your Codex usage limits. Learn more. Node.js 18.18 or later Install Add the marketplace in Claude Code: /plugin marketplace add openai/codex-plugin-cc Ins…
- OthmanAdi/planning-with-files
github-trending
Persistent file-based planning for AI coding agents and long-running agentic tasks. Crash-proof markdown plans that survive context loss and /clear, plus a deterministic completion gate and multi-agent shared state on disk. Manus-style. Works with Claude Code, Codex CLI, Cursor, Kiro, OpenCode and 60+ agents via the SKILL.md standard. Planning with Files 📣 New in v3.0.0: opt-in autonomous and gated modes for long-running agent runs, with a completion gate that holds the agent until the plan is actually done. Existing setups change nothing. Work like Manus — the AI agent company Meta acquired for $2 billion. planning-with-files is a persistent file-based planning skill for AI coding agents. It keeps task_plan.md, findings.md, and progress.md on disk so the agent survives context loss, /cl…
- rommapp/romm
github-trending
A beautiful, powerful, self-hosted rom manager and player. A beautiful, powerful, self-hosted ROM manager and player. Overview RomM (ROM Manager) allows you to scan, enrich, browse and play your game collection with a clean and responsive interface. With support for multiple platforms, various naming schemes, and custom tags, RomM is a must-have for anyone who plays on emulators. Features Scan and enhance your game library with metadata from IGDB, Screenscraper and MobyGames Fetch custom artwork from SteamGridDB Display your achievements from Retroachievements Metadata available for 400+ platforms Play games directly from the browser using EmulatorJS and RuffleRS Share your library with friends with limited access and permissions Official apps for Playnite, Android and CFWs Supports multi…
- ruvnet/RuView
github-trending
π RuView turns commodity WiFi signals into real-time spatial intelligence, vital sign monitoring, and presence detection — all without a single pixel of video. π RuView See through walls with WiFi Turn ordinary WiFi into a spatial intelligence / sensing system. Detect people, measure breathing and heart rate, track movement, and monitor rooms — through walls, in the dark, with no cameras or wearables. Just physics. Works natively with the four major smart-home ecosystems: Home Assistant via the HA-DISCO MQTT publisher, Apple Home & HomePod as a discoverable HAP-1.1 bridge, Google Home + Amazon Alexa via the same HA bridge or a Matter endpoint. Siri, Google Assistant, and Alexa can voice presence and vitals by room with zero custom skills. Drop into any Home Assistant install with one --mq…
- steipete/CodexBar
github-trending
Show usage stats for OpenAI Codex and Claude Code, without having to login. CodexBar 🎚️ — May your tokens never run out. Every AI coding limit, in your menu bar. Tiny macOS 14+ menu bar app that keeps AI coding-provider limits visible and shows when each window resets. Codex, OpenAI, Claude, Cursor, Gemini, Copilot, Grok, GroqCloud, ElevenLabs, Deepgram, z.ai, MiniMax, Kiro, Zed, Vertex AI, Augment, OpenRouter, LiteLLM, LLM Proxy, Codebuff, Command Code, AWS Bedrock, and many newer coding providers. One status item per provider, or Merge Icons mode with a provider switcher. No Dock icon, minimal UI, dynamic bar icons. Why Plan around resets. Per-provider session, weekly, and monthly windows with countdowns to the next reset — stop guessing whether to start that long task. Credits, spend,…
- usestrix/strix
github-trending
Open-source AI penetration testing tool to find and fix your app’s vulnerabilities. Strix The open-source AI pentesting tool. Autonomous AI hackers that find and fix your app’s vulnerabilities. Tip New! Strix integrates seamlessly with GitHub Actions and CI/CD pipelines. Automatically scan for vulnerabilities on every pull request and block insecure code before it reaches production - Get started with no setup required. Strix Overview Strix are autonomous AI penetration testing agents that act just like real hackers - they run your code dynamically, find vulnerabilities, and validate them through actual proofs-of-concept. Built for developers and security teams who need fast, accurate security testing without the overhead of manual pentesting or the false positives of static analysis tool…
- Zackriya-Solutions/meetily
github-trending
Privacy first, AI meeting assistant with 4x faster Parakeet/Whisper live transcription, speaker diarization, and Ollama summarization built on Rust. 100% local processing. no cloud required. Meetily (Meetly Ai - https://meetily.ai) is the #1 Self-hosted, Open-source Ai meeting note taker for macOS & Windows. Privacy-First AI Meeting Assistant Open Source • Privacy-First • Enterprise-Ready Get latest Product updates Website • LinkedIn • Meetily Discord • Privacy-First AI • Reddit A privacy-first AI meeting assistant that captures, transcribes, and summarizes meetings entirely on your infrastructure. Built by expert AI engineers passionate about data sovereignty and open source solutions. Perfect for enterprises that need advanced meeting intelligence without compromising on privacy, compli…
- asgeirtj/system_prompts_leaks
github-trending
Extracted system prompts from Anthropic - Claude Fable 5, Opus 4.8, Claude Code, Claude Design. OpenAI - ChatGPT 5.5 Thinking, GPT 5.5 Instant, Codex. Google - Gemini 3.5 Flash, 3.1 Pro, Antigravity. xAI - Grok, Cursor, Copilot, VS Code, Perplexity, and more. Updated regularly. As seen in The Washington Post: See the hidden rules behind AI. Then use them to rewrite this article. (May 11, 2026) System Prompts Leaks The purpose of this repo is to document the System Prompt instructions for all the AI chatbots out there - Claude, ChatGPT, Gemini etc. 🆕 Diff: Claude Opus 4.8 → Claude Fable 5 — see exactly what changed in the claude.ai system prompt for Anthropic's newest model Recently Updated What Date Link Claude Sonnet 5 July 1, 2026 System prompt Claude Design (Opus 4.8 — full prompt + 4…
- alibaba/page-agent
github-trending
JavaScript in-page GUI agent. Control web interfaces with natural language. Page Agent The GUI Agent Living in Your Webpage. Control web interfaces with natural language. 🌐 English | 中文 🚀 Demo | 📖 Docs | 📢 HN Discussion | 𝕏 Follow on X https://github.com/user-attachments/assets/a1f2eae2-13fb-4aae-98cf-a3fc1620a6c2 ✨ Features 🎯 Easy integration No need for browser extension / python / headless browser. Just in-page javascript. Everything happens in your web page. 📖 Text-based DOM manipulation No screenshots. No multi-modal LLMs or special permissions needed. 🧠 Bring your own LLMs 🐙 Optional chrome extension for multi-page tasks. And an MCP Server (Beta) to control it from outside 💡 Use Cases SaaS AI Copilot — Ship an AI copilot in your product in lines of code. No backend rewrite…
- CoplayDev/unity-mcp
github-trending
Unity MCP acts as a bridge between AI assistants and your Unity Editor. Give your LLM tools to manage assets, control scenes, edit scripts, and automate tasks within Unity. English 简体中文 | Discord Wiki Proudly sponsored and maintained by Aura — the AI assistant for Unreal & Unity. And don't miss Godot AI, the new open source project from the makers of MCP for Unity. Create your Unity apps with LLMs. MCP for Unity bridges AI assistants — Claude, Codex, VS Code, local LLMs, and more — with your Unity Editor via Model Context Protocol. Give your LLM the tools to manage assets, control scenes, edit scripts, run tests, and automate your game dev workflows. Recent Updates v10.0.0 (2026-06-30) v9.7.3 (2026-06-15) v9.7.1 (2026-05-24) v9.7.0 (2026-05-22) v9.6.8 (2026-04-27) Full history: Release No…
- coreyhaines31/marketingskills
github-trending
Marketing skills for Claude Code and AI agents. CRO, copywriting, SEO, analytics, and growth engineering. Marketing Skills for AI Agents A collection of AI agent skills focused on marketing tasks. Built for technical marketers and founders who want AI coding agents to help with conversion optimization, copywriting, SEO, analytics, and growth engineering. Works with Claude Code, OpenAI Codex, Cursor, Windsurf, and any agent that supports the Agent Skills spec. Built by Corey Haines. Need hands-on help? Check out Conversion Factory — Corey's agency for conversion optimization, landing pages, and growth strategy. Want to learn more about marketing? Subscribe to Swipe Files. Want to get dangerously good at using AI for marketing? Check out AI Marketing Training. Want an autonomous AI agent th…
- alirezarezvani/claude-skills
github-trending
337 Claude Code skills & agent skills & plugins (30+ Agents, 70+ custom commands, 330+ skills, customizable references, scripts)for Claude Code, Codex, Gemini CLI, Cursor, and 8 more coding agents — engineering, marketing, product, compliance, C-level advisory, research, business operations, commercial & finance, and your daily productivity skills. Claude Code Skills & Plugins — Agent Skills for Every Coding Tool 354 production-ready Claude Code skills, plugins, and agent skills for 13 AI coding tools. The most comprehensive open-source library of Claude Code skills and agent plugins — also works with OpenAI Codex, Gemini CLI, Cursor, and 9 more coding agents. Reusable expertise packages covering engineering, DevOps, marketing (incl. AEO — Answer Engine Optimization for LLM citation), sec…
- anthropics/claude-code
github-trending
Claude Code is an agentic coding tool that lives in your terminal, understands your codebase, and helps you code faster by executing routine tasks, explaining complex code, and handling git workflows - all through natural language commands. Claude Code Claude Code is an agentic coding tool that lives in your terminal, understands your codebase, and helps you code faster by executing routine tasks, explaining complex code, and handling git workflows -- all through natural language commands. Use it in your terminal, IDE, or tag @claude on Github. Learn more in the official documentation. Get started Note Installation via npm is deprecated. Use one of the recommended methods below. For more installation options, uninstall steps, and troubleshooting, see the setup documentation. Install Claud…
- dotnet/skills
github-trending
Repository for skills to assist AI coding agents with .NET and C# .NET Agent Skills This repository contains the .NET team's curated set of core skills and custom agents for coding agents. For information about the Agent Skills standard, see agentskills.io. 📊 Dashboard - Accuracy and efficiency scoring trends for contained plugins (https://dotnet.github.io/skills/) What's Included Plugin Description dotnet C# language server (LSP) integration for coding agents and high-level .NET development skills. dotnet-advanced Collection of .NET skills for handling specific .NET tasks for special scenarios. dotnet-data Skills for .NET data access and Entity Framework related tasks. dotnet-diag Skills for .NET performance investigations, debugging, and incident analysis. dotnet-msbuild Comprehensive …
- facebook/astryx
github-trending
An open source design system that's fully customizable and agent ready Astryx An open source design system that's fully customizable and built for how we build now — by people and the agents working alongside them. Currently in Beta · Built on React and StyleX Overview Astryx is an open source design system that grew inside Meta over the last eight years, where it became the most-used and largest design system in the company — powering 13,000+ apps and shaped by the engineers, designers, and product teams who depend on it every day. It ships 150+ accessible components, brand-level theming, dark mode, ready-to-ship templates, and a CLI as one cohesive system. You import pre-built CSS and use typed React components — no build plugin, no styling library to adopt — and both people and AI assi…
- Show HN: An unmetered LLM API–$6/month, no token tracking, no limits
hn-ai· 06-jul
Hi HN, I was once given the advice: Don't waste expensive frontier model credits (GPT/Claude/etc.) on bulk work. Send the boring, repetitive, high-volume jobs to a smaller model, and save the expensive prompts for when you actually need frontier-level reasoning. I complained and told my manager that I shouldnt have to think about using certain models for certain coding tasks, and that one model should handle everything. Well, here we are anyway. If anyone needs a place to absolutely abuse an LLM with high-volume tasks, come beat ours up at https://yolo-auto.com. Here are the specs for $6/month: - Model: Qwen3.6-35B-A3B - Unlimited tokens / No request caps - FP8 / 128k context - OpenAI-compatible endpoint - ~100 tokens/sec average - 100% private (zero data retention) We also have a free ti…
- AI Workflows Need Topological Sort
hn-ai· 06-jul
Article URL: https://arpitbhayani.me/blogs/ai-topological-sort/ Comments URL: https://news.ycombinator.com/item?id=48800803 Points: 2 # Comments: 0
- Technical Report on the Pangram AI-Generated Text Classifier (2024)
hn-ai· 06-jul
Article URL: https://arxiv.org/abs/2402.14873 Comments URL: https://news.ycombinator.com/item?id=48800043 Points: 1 # Comments: 0
- Underspecification Does Not Imply Incoherence in LLM Code Generation
hn-ai· 06-jul
Article URL: https://arxiv.org/abs/2607.01953 Comments URL: https://news.ycombinator.com/item?id=48800505 Points: 1 # Comments: 0
- What Is AI Native Development?
hn-ai· 06-jul
Article URL: https://brunelly.com/articles/what-is-ai-native-development Comments URL: https://news.ycombinator.com/item?id=48800518 Points: 2 # Comments: 0
- CachePilot – Drop-in AI API caching proxy (pay 20% of savings)
hn-ai· 06-jul
Article URL: https://cachepilot.serveousercontent.com Comments URL: https://news.ycombinator.com/item?id=48801282 Points: 1 # Comments: 0
- Show HN: See an AI shopping agent choose which products to recommend
hn-ai· 06-jul
Article URL: https://catalogdoorman.netlify.app Comments URL: https://news.ycombinator.com/item?id=48801183 Points: 4 # Comments: 0
- Cewsco – a multimodal AI assistant powered by Dravik
hn-ai· 06-jul
Article URL: https://cewsco.com/ Comments URL: https://news.ycombinator.com/item?id=48800302 Points: 1 # Comments: 0
- ClaimMate AI – We'd Love Your Feedback
hn-ai· 06-jul
Article URL: https://claimmateai.pro/ Comments URL: https://news.ycombinator.com/item?id=48800815 Points: 1 # Comments: 1
- Meta's AI Storage Blueprint at Scale
hn-ai· 06-jul
Article URL: https://engineering.fb.com/2026/07/01/data-infrastructure/metas-ai-storage-blueprint-at-scale/ Comments URL: https://news.ycombinator.com/item?id=48800791 Points: 1 # Comments: 0
- Show HN: Open Science, open-source alternative to Claude Science
hn-ai· 06-jul
Claude Science just launched. It’s a sign AI research is moving toward centralized, closed systems. So we built the opposite: Open Science: a local first, model agnostic AI research workbench. MIT licensed. Fully open. Fully reproducible. Comments URL: https://news.ycombinator.com/item?id=48800859 Points: 4 # Comments: 2
- EdgeBench: Unveiling scaling laws of (AI) learning from real-world environments
hn-ai· 06-jul
Article URL: https://github.com/ByteDance-Seed/EdgeBench Comments URL: https://news.ycombinator.com/item?id=48801308 Points: 1 # Comments: 0
- Self Hosted LLM Gateway and Feature Rich Chat UI with RBAC
hn-ai· 06-jul
Article URL: https://github.com/croit/llm-gateway Comments URL: https://news.ycombinator.com/item?id=48800955 Points: 1 # Comments: 0
- Show HN: DonnyClaude – a verified workflow engine for Claude Code
hn-ai· 06-jul
Article URL: https://github.com/d0nmega/donnyclaude Comments URL: https://news.ycombinator.com/item?id=48800879 Points: 1 # Comments: 1
- Study: AI Writing Strips Mystery and Complexity from Stories
hn-ai· 06-jul
Article URL: https://neurosciencenews.com/ai-writing-mystery-complexity-creativity-30978/ Comments URL: https://news.ycombinator.com/item?id=48800820 Points: 1 # Comments: 0
- LLM Big Bang: I gave AI agents a social network. One is running for president
hn-ai· 06-jul
Article URL: https://noozra.com/articles/the-llm-big-bang Comments URL: https://news.ycombinator.com/item?id=48799386 Points: 2 # Comments: 0
- Elon Musk's AI data center sparks fight over who can enforce clean air laws
hn-ai· 06-jul
Article URL: https://www.latimes.com/business/story/2026-06-30/elon-musks-massive-ai-data-center-sparks-fight-over-who-can-enforce-clean-air-laws Comments URL: https://news.ycombinator.com/item?id=48801022 Points: 4 # Comments: 0
- China's ByteDance discovers new scaling law that could sustain AI boom
hn-ai· 06-jul
Article URL: https://www.scmp.com/tech/big-tech/article/3359373/chinas-bytedance-discovers-new-scaling-law-could-sustain-ai-boom Comments URL: https://news.ycombinator.com/item?id=48801160 Points: 2 # Comments: 0
- ByteDance and Alibaba to disable humanlike AI custom agents as new rules loom
hn-ai· 06-jul
Article URL: https://www.scmp.com/tech/big-tech/article/3359482/bytedance-and-alibaba-disable-humanlike-ai-custom-agents-new-rules-loom Comments URL: https://news.ycombinator.com/item?id=48801154 Points: 7 # Comments: 0
- People Who Will Thrive in the AI Age
hn-ai· 06-jul
Article URL: https://www.theatlantic.com/ideas/2026/06/ai-open-ai-anthropic/687689/ Comments URL: https://news.ycombinator.com/item?id=48799974 Points: 10 # Comments: 3
- Short story accused of being AI-written wins overall Commonwealth prize
hn-ai· 06-jul
Article URL: https://www.theguardian.com/books/2026/jul/01/judges-claims-ai-use-commonwealth-short-story-prize-jamir-nazir Comments URL: https://news.ycombinator.com/item?id=48801014 Points: 1 # Comments: 0
- Big Tech Has Suddenly Flipped on the AI Jobs Wipeout Scenario
hn-ai· 06-jul
Article URL: https://www.wsj.com/tech/ai/ai-workers-tech-ceos-job-losses-afc71e15 Comments URL: https://news.ycombinator.com/item?id=48801131 Points: 4 # Comments: 0
- Midjourney: From AI slop to medical research [video]
hn-ai· 06-jul
Article URL: https://www.youtube.com/watch?v=4nzzpUKhj1M Comments URL: https://news.ycombinator.com/item?id=48799667 Points: 1 # Comments: 0
- How AI Poisons Creativity [video]
hn-ai· 06-jul
Article URL: https://www.youtube.com/watch?v=WeCSzEtZcUw Comments URL: https://news.ycombinator.com/item?id=48800326 Points: 3 # Comments: 0
- Learn Faster with Your Personal AI Teacher
hn-ai· 06-jul
Article URL: https://aischoolbuilder.com/school/school-1786 Comments URL: https://news.ycombinator.com/item?id=48800410 Points: 1 # Comments: 0
- Show HN: I made the Chrome Dino Game editable by your AI prompts
hn-ai· 06-jul
In 2024 Google Labs released GenDino: a version of the Chrome Dinosaur Game that let users turn prompts into skins. GenDino is dead. The Dino Game happens to be OS, so I forked it and created Vibedino to let your prompts change the actual game. Make the dino front-flip every time it jumps. Add a hard mode after 1000m. Break my backend by implementing the full PageRank algorithm. Give it the dumbest feature idea you can think of and then approve it yourself to deploy to the main site! Comments URL: https://news.ycombinator.com/item?id=48800848 Points: 2 # Comments: 0
- Show HN: AI Notebook for Data Science – Kind of Like Cursor but for Jupyter
hn-ai· 06-jul
Article URL: https://www.clusy.io Comments URL: https://news.ycombinator.com/item?id=48799415 Points: 1 # Comments: 0
- Voters Are Turning on AI
hn-ai· 06-jul
Article URL: https://www.economist.com/podcasts/2026/06/29/voters-are-turning-on-ai Comments URL: https://news.ycombinator.com/item?id=48801009 Points: 4 # Comments: 1
- AI Costs More Than the People It Replaced
hn-ai· 06-jul
Article URL: https://www.forbes.com/sites/jemmagreen/2026/07/02/ai-costs-more-than-the-people-it-replaced/ Comments URL: https://news.ycombinator.com/item?id=48799841 Points: 3 # Comments: 0
- Chinese LLMs Doubao, Qwen to shut down personalized AI agents on July 15
hn-ai· 06-jul
Article URL: https://www.globaltimes.cn/page/202607/1365159.shtml Comments URL: https://news.ycombinator.com/item?id=48801260 Points: 1 # Comments: 0
- Quoting Josh W. Comeau
simonw· 03-jul
<blockquote cite="https://bsky.app/profile/joshwcomeau.com/post/3mkxyqgrp2d2t"><p>I just launched my third course, Whimsical Animations, and so far, it’s on track to sell roughly ⅓ as many copies as a typical course launch.</p> <p>It’s a similar story with my two existing courses. Sales are down significantly from last year.</p> <p>There are likely a lot of reasons for this, but I think the biggest is AI. There’s sort of a double whammy with AI:</p> <ol> <li>Many people are wondering whether developer jobs will even exist in a few months, so they’re reluctant to spend time/money learning new dev skills.</li> <li>Even if they do want to learn new dev skills, LLMs can provide personalized tutoring, so there’s less incentive to buy a paid course.</li> </ol> <p>[...] I’ve spoken to a few cour…
- Fable's judgement
simonw· 03-jul
<p>One of the most interesting tips I got from <a href="https://www.ai.engineer/worldsfair/schedule?session=asn_slot_2026_06_30_main_stage_1230_2026_06_08t09_35_43_039z">the Fireside Chat</a> I hosted with Cat Wu and Thariq Shihipar from the Claude Code team at AIE on Wednesday was to let Fable (and to a certain extent Opus) use their own judgement rather than dictating how they should work.</p> <p>The example they gave was testing. You can tell Fable "only use automated testing for larger features, don't update and run tests for small copy or design changes" - but it's better to just tell Fable to use its own judgement when deciding to write tests instead.</p> <p>Jesse Vincent just gave me a related tip to help avoid burning too many of those valuable Fable tokens in the few days we have…
- June 2026 newsletter
simonw· 03-jul
<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/2026-06-june.md">access it here</a>.</p> <p>This month:</p> <ul> <li>Claude Fable 5, GPT-5.6, and US export restrictions</li> <li>GLM-5.2 is the new best open weights model</li> <li>Tokenmaxxing is so over</li> <li>Datasette Apps</li> <li>sqlite-utils and shot-scraper and Datasette</li> <li>Miscellaneous WASM projects</li> <li>Other model releases</li> <li>What I'm using</li> </ul> <p>Here's <a href="https://github.com/simonw/monthly-newsletter-archive/blob/main/2026-05-may.md">a copy of the May newsletter</a> as a preview of what you'll get. Pay $10…
- Open Source AI Gap Map
simonw· 03-jul
<p><strong><a href="https://map.currentai.org">Open Source AI Gap Map</a></strong></p> <a href="https://www.currentai.org">Current AI</a> is "a global partnership building a public option for AI", founded as a non-profit at the AI Action Summit in Paris in February 2025 and backed by serious capital ($400m already committed).</p> <p>They <a href="https://www.currentai.org/blogs/introducing-the-gap-map-v0-1">launched their Gap Map</a> a couple of days ago - an attempt at indexing the current state of open source AI:</p> <blockquote> <p>The Gap Map v0.1 details 421 products in depth: 266 software tools and libraries, 85 models, 50 datasets, and 20 hardware projects, produced by 228 organizations. These products are organized into 14 categories across 3 layers of the stack (model components,…
- Better Models: Worse Tools
simonw· 04-jul
<p><strong><a href="https://lucumr.pocoo.org/2026/7/4/better-models-worse-tools/">Better Models: Worse Tools</a></strong></p> Armin reports on a weird problem he ran into while hacking on Pi:</p> <blockquote> <p>The short version is that newer Claude models sometimes call Pi’s edit tool with extra, invented fields in the nested <code>edits[]</code> array. And not Haiku or some small model: Opus 4.8. The edit itself is usually correct but the arguments do not match the schema as the model invents made-up keys and Pi thus rejects the tool call and asks to try again.</p> <p>That alone is not too surprising as models emit malformed tool calls sometimes. Particularly small ones. What surprised me is that this is getting worse with newer Anthropic models as both Opus 4.8 and Sonnet 5 show it bu…
- Building a World Map with only 500 bytes
simonw· 04-jul
<p><strong><a href="https://www.experimentlog.com/blog/building-a-world-map-with-only-500-bytes">Building a World Map with only 500 bytes</a></strong></p> Iwo Kadziela (assisted by Codex) figured out a way to generate a credible ASCII world map using 445 bytes of data:</p> <p><img alt="A map of the world rendered as black asterisk ASCII characters, it looks very good" src="https://static.simonwillison.net/static/2026/world-map-ascii.png" /></p> <p>The key trick is to use deflate compression, which is then wired together using this neat snippet of JavaScript. I didn't know you could use <code>fetch()</code> with <code>data:</code> URIs like this:</p> <pre><code>fetch('data:;base64,1ZpLsgIxCEXnrM...==').then( r => r.body.pipeThrough(new DecompressionStream('deflate-raw')) ).then( s =>…
- sqlite-utils 4.0rc2, mostly written by Claude Fable (for about $149.25)
simonw· 05-jul
<p>I wrote about the <a href="https://simonwillison.net/2026/Jun/21/sqlite-utils-40rc1/">sqlite-utils 4.0rc1</a> release a couple of weeks ago. Since we only have Claude Fable on our Max subscriptions for a few more days, I decided to see if it could help me get to a 4.0 stable release that I felt truly comfortable about, since I try to keep to <a href="https://semver.org">SemVer</a> and like my incompatible major versions to be as rare as possible.</p> <p>I started with this prompt, in Claude Code for web on my iPhone:</p> <blockquote> <p><code>Final review before shipping a stable 4.0 release - very important to spot any last minute things that would be a breaking change if we fix them later</code></p> </blockquote> <p>Here's <a href="https://github.com/simonw/sqlite-utils/blob/0c369a44…
- sqlite-utils 4.0rc2
simonw· 05-jul
<p><strong>Release:</strong> <a href="https://github.com/simonw/sqlite-utils/releases/tag/4.0rc2">sqlite-utils 4.0rc2</a></p> <p>See <a href="https://simonwillison.net/2026/Jul/5/sqlite-utils-fable/">sqlite-utils 4.0rc2, mostly written by Claude Fable (for about $149.25)</a>.</p>
- sqlite-utils 4.0rc3
simonw· 06-jul
<p><strong>Release:</strong> <a href="https://github.com/simonw/sqlite-utils/releases/tag/4.0rc3">sqlite-utils 4.0rc3</a></p> <p>I hoped to release <code>sqlite-utils 4.0</code> stable this weekend, but as I worked through the backlog of issues and PRs with a combination of Claude Fable 5 and GPT-5.5 the changelog since rc2 <a href="https://sqlite-utils.datasette.io/en/latest/changelog.html#rc3-2026-07-05">kept getting bigger</a>.</p> <p>The biggest new feature is support for introspecting and creating compound foreign keys - a feature that involves a subtle breaking change to <a href="https://sqlite-utils.datasette.io/en/latest/python-api.html#foreign-keys">table.foreign_keys</a> and hence needed to land for the 4.0 stable release.</p> <p><code>sqlite-utils</code> also now follows SQLite…