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• NVIDIA/OpenShell
  github-trending

  OpenShell is the safe, private runtime for autonomous AI agents. https://docs.nvidia.com/openshell/latest/ Important New in OpenShell 0.1.x: a stable release cadence, new isolation primitives, an expanded extension surface, and new APIs. Read the 0.1.0 upgrade guide. OpenShell is the safe, private runtime for fleets of autonomous AI agents. Agents are most useful when they can read files, install packages, call APIs, and use credentials. OpenShell gives them that capability without giving them unrestricted access to your data, secrets, or network. You declare what each agent can touch in a policy, and OpenShell enforces it. How It Works OpenShell governs what agents can do in two ways: it instruments the kernel to enforce policy on every file access, system call, and network connection at…

• oblien/openship
  github-trending

  Self-hosted deployment platform https://openship.io Openship Open-source, self-hostable deployment platform with built-in CI/CD. Point it at a repo — it builds, ships, routes, and TLS-terminates your app. Drive it from a desktop app, web dashboard, or CLI. Quick Start · How It Works · Interfaces · Docs · Contributing Quick Start There's one decision to make first: how you run Openship itself (the control plane). Everything else is the same afterwards. If you're… Run Openship as Where your apps run Solo, one machine, no ops Desktop app A server you connect over SSH, or Openship Cloud A team — or you want push-to-deploy / to host apps on your own box Self-hosted server (openship up) On that box (Compose mode) — or out to another server / Cloud (bare mode) Not interested in running anything …

• rakyll/hey
  github-trending

  HTTP load generator, ApacheBench (ab) replacement hey is a tiny program that sends some load to a web application. hey was originally called boom and was influenced from Tarek Ziade's tool at tarekziade/boom. Using the same name was a mistake as it resulted in cases where binary name conflicts created confusion. To preserve the name for its original owner, we renamed this project to hey. Installation Linux (amd64): https://storage.googleapis.com/hey-releases/hey_linux_amd64 macOS (amd64): https://storage.googleapis.com/hey-releases/hey_darwin_amd64 Windows (amd64): https://storage.googleapis.com/hey-releases/hey_windows_amd64 Package Managers macOS: Homebrew users can use brew install hey. Usage hey runs provided number of requests in the provided concurrency level and prints stats. It al…

• cs341-illinois/coursebook
  github-trending

  Open Source Introductory Systems Programming Textbook for the University of Illinois https://cs341.cs.illinois.edu/coursebook Coursebook Welcome to the systems programming coursebook! This repository houses a high-quality, open-source introductory systems programming textbook used by the CS 341: System Programming course at the University of Illinois Urbana-Champaign The book assumes that you have taken a programming language course and are familiar with assembly instructions. All of the code and instruction will be in C, as it is the de-facto language of the Linux Kernel. The Coursebook is an aim to standardize and build upon Angrave's original wikibook experiment. The most recent version of the coursebook as a single pdf is here: main.pdf. Overview Goals Improve the quality and rigour o…

• t8y2/dbx
  github-trending

  25 MB lightweight cross-platform database client for 100+ databases, including MySQL, PostgreSQL, SQLite, Redis, MongoDB, DuckDB, SQL Server, and Dameng. Built-in AI, MCP Server, CLI, desktop and Docker. | 轻量级跨平台数据库管理工具，支持 MySQL、PostgreSQL、SQLite、Redis、MongoDB、达梦等 100+ 数据库，提供桌面端、Docker、CLI、内置 AI 助手和 MCP。 https://dbxio.com 100+ databases in 25 MB. Desktop, Docker, CLI, built-in AI assistant, and MCP Server. English | 前往中文版本 ❤️ Sponsors RainYun is a cloud service provider offering cloud servers, physical servers, game hosting, and developer-friendly infrastructure services. Visit RainYun TrustAsia provides cloud-based code signing service for DBX, enabling trusted software through automated CI/CD builds. Visit TrustAsia Jalapeño Cloud is an AI infrastructure and token compute platform, with…

• VectifyAI/PageIndex
  github-trending

  📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG https://pageindex.ai PageIndex: Vectorless, Reasoning-based RAG Reasoning-based RAG ◦ No Vector DB, No Chunking ◦ Context-Aware Retrieval ◦ Reads Like a Human 🌐 Website • ☁️ Cloud • 📖 Docs • 📝 Blog • ✉️ Contact Updates [Aug '26] 🔥 PageIndex SDK: pip install -U pageindex now ships local mode: index, retrieve, and chat entirely on your machine with your own LLM key, or point the same client at PageIndex Cloud with an API key. [Aug '26] ⚡ PageIndex Flash: fast tree index generation for text-based PDFs, now the default indexing method in PageIndex SDK local mode. Scale PageIndex to Millions of Documents: PageIndex File System is a file-level tree indexing layer that lets PageIndex reason over an entire corpus, not just a sin…

• averygan/reclip
  github-trending

  Download videos from almost any website. Lightweight, self-hosted media downloader with a clean web UI. ReClip A self-hosted, open-source video and audio downloader with a clean web UI. Paste links from YouTube, TikTok, Instagram, Twitter/X, and 1000+ other sites — download as MP4 or MP3. https://github.com/user-attachments/assets/419d3e50-c933-444b-8cab-a9724986ba05 Features Download videos from 1000+ supported sites (via yt-dlp) MP4 video or MP3 audio extraction Quality/resolution picker Bulk downloads — paste multiple URLs at once Automatic URL deduplication Clean, responsive UI — no frameworks, no build step Single Python file backend (~150 lines) Quick Start brew install yt-dlp ffmpeg # or apt install ffmpeg && pip install yt-dlp git clone https://github.com/averygan/reclip.git cd re…

• Show HN: Moching – AI desktop agent with 219 built-in tools (Rust)
  hn-ai· 30-sept

  Article URL: https://github.com/moching-ai-dev/moching Comments URL: https://news.ycombinator.com/item?id=49903470 Points: 2 # Comments: 0

• Show HN: Runtape – counterfactual debugging and regression tests for AI agents
  hn-ai· 30-sept

  Article URL: https://github.com/RehanMohammed985/runtape Comments URL: https://news.ycombinator.com/item?id=49904620 Points: 2 # Comments: 0

• Atrocious AI-Written Tests
  hn-ai· 30-sept

  Article URL: https://gruhn.me/blog/2026-09-29/ Comments URL: https://news.ycombinator.com/item?id=49905603 Points: 2 # Comments: 0

• Show HN: HairColorChangeAI – AI hair color try-on in the browser
  hn-ai· 30-sept

  Upload a photo and preview different hair colors, highlights, and hairstyle filters before dyeing your hair. Comments URL: https://news.ycombinator.com/item?id=49905963 Points: 1 # Comments: 0

• Show HN: Layout – Order food anywhere with AI
  hn-ai· 30-sept

  Layout lets you order food anywhere with AI. Text it what you want, like "iced americano from Starbucks," and it builds the cart at the restaurant, sends you the total, and securely places the order. Works at almost any restaurant in the US over SMS, the iOS app, or any MCP client like ChatGPT. Developers can integrate our infrastructure into their own platforms at developer.layout.link. Comments URL: https://news.ycombinator.com/item?id=49906193 Points: 1 # Comments: 0

• AI Code Mirroring Monomorphic TypeScript into Zig
  hn-ai· 30-sept

  Article URL: https://lolblob.substack.com/p/ai-code-mirroring-monomorphic-typescript Comments URL: https://news.ycombinator.com/item?id=49906116 Points: 1 # Comments: 0

• Thinking out loud AI and Cancer Cure
  hn-ai· 30-sept

  Anyone else ever think how every week there's another article and news story about how advanced AI is getting and how fast it's progressing, usually reported as a threat to society. If it is so alarmingly powerful, why has a super genius not OP'd on Opus 5.5 Max and discovered a cure for cancer or some horrible disease... I use my AI good for making dashboards and looking at spreadsheets, call to the super geniuses who are also scientists please find a cure!! Comments URL: https://news.ycombinator.com/item?id=49903139 Points: 2 # Comments: 0

• Ask HN: How do you handle hitting AI coding agent usage limits?
  hn-ai· 30-sept

  One topic I've been researching lately is the best way to handle switching to another agent when I hit a usage limit on one of them. For example, if I hit the usage limit on Codex, I would want to switch to Claude Code and vice versa. The important part is not losing the ongoing context/task(s) when switching between the tools.. I have found a few things that say they do this but none seem to have much traction. As a result, I was hoping to pick the brain of HN'ers to see how you all handle this (To head off comments regarding 'pay for a better plan for more usage' - I can't currently really afford the jump from $20 a month per agent to $100-200/m per agent) Comments URL: https://news.ycombinator.com/item?id=49904074 Points: 1 # Comments: 2

• Ask HN: How will the AI endgame play out?
  hn-ai· 30-sept

  It feels like there are three broad narratives regarding the future of AI: it's a bubble, humans face extinction, or it will usher in an AI revolution that will transform the way we live and work. I'm curious to hear what the HN Collective thinks will happen. Comments URL: https://news.ycombinator.com/item?id=49906174 Points: 2 # Comments: 0

• The open-source AI platforms vying to become China's Hugging Face
  hn-ai· 30-sept

  Article URL: https://restofworld.org/2026/china-open-source-ai-hugging-face-modelscope-moark/ Comments URL: https://news.ycombinator.com/item?id=49904335 Points: 2 # Comments: 0

• OpenAI Launches Decisions API for Fast AI Choices
  hn-ai· 30-sept

  Article URL: https://x.com/i/trending/2105154696566501872 Comments URL: https://news.ycombinator.com/item?id=49904454 Points: 2 # Comments: 4

• Responsible Release of AI-Generated Mathematics
  hn-ai· 30-sept

  Article URL: https://agmai.org/general-sep29/ Comments URL: https://news.ycombinator.com/item?id=49903713 Points: 52 # Comments: 49

• Everything you need to deploy your next AI CEO
  hn-ai· 30-sept

  Article URL: https://ai-ceo.org/ Comments URL: https://news.ycombinator.com/item?id=49906157 Points: 1 # Comments: 0

• Diffsmith AI Code Review Tool
  hn-ai· 30-sept

  Article URL: https://apps.apple.com/us/app/diffsmith-code-review-studio/id6787073815?mt=12 Comments URL: https://news.ycombinator.com/item?id=49903119 Points: 1 # Comments: 0

• Liquid AI releases decision model D1
  hn-ai· 30-sept

  Article URL: https://docs.liquid.ai/lfm/models/decision-models Comments URL: https://news.ycombinator.com/item?id=49904832 Points: 1 # Comments: 0

• Simon's 1961 Heuristic Coder: First AI Programming Assistant
  hn-ai· 30-sept

  Article URL: https://drive.google.com/file/d/1LU4d2h89_yyjH4_h61HCuiVakXllupt4/edit Comments URL: https://news.ycombinator.com/item?id=49904689 Points: 2 # Comments: 1

• LabBench: Can AI agents decide what experiment to run next?
  hn-ai· 30-sept

  Article URL: https://gamowlabs.com/labbench-benchmarking-ai-wet-lab-decisions.html Comments URL: https://news.ycombinator.com/item?id=49903060 Points: 4 # Comments: 0

• Fateshow – charts first, then AI readings you can check
  hn-ai· 30-sept

  Article URL: https://www.fateshow.site Comments URL: https://news.ycombinator.com/item?id=49904113 Points: 1 # Comments: 0

• CAISI's Assessment of Z.ai's GLM-5.3 Cyber Capabilities
  hn-ai· 30-sept

  Article URL: https://www.nist.gov/news-events/news/2026/09/caisis-assessment-zais-glm-53-cyber-capabilities Comments URL: https://news.ycombinator.com/item?id=49905262 Points: 1 # Comments: 0

• How to Future-Proof Your Career in the Age of AI
  hn-ai· 30-sept

  Article URL: https://www.noemamag.com/why-a-liberal-arts-education-will-soon-be-more-valuable-than-ever/ Comments URL: https://news.ycombinator.com/item?id=49905796 Points: 2 # Comments: 0

• McDonalds has AI estimate "customer willingness to pay" at each restaurant
  hn-ai· 30-sept

  Article URL: https://www.reuters.com/business/inside-mcdonalds-push-have-ai-price-your-big-mac-2026-09-29/ Comments URL: https://news.ycombinator.com/item?id=49904386 Points: 6 # Comments: 0

• AI tools generated nearly $1B in extra costs, Blue Cross insurers say
  hn-ai· 30-sept

  Article URL: https://www.reuters.com/legal/litigation/ai-tools-generated-nearly-1-billion-extra-costs-blue-cross-insurers-say-2026-09-24/ Comments URL: https://news.ycombinator.com/item?id=49904221 Points: 15 # Comments: 9

• Studlark AI Group Study SaaS Application
  hn-ai· 30-sept

  Article URL: https://www.sideprojectors.com/project/97176/studlark Comments URL: https://news.ycombinator.com/item?id=49904560 Points: 2 # Comments: 0

• AI models keep posting screenshots showing sensitive data from tech companies
  hn-ai· 30-sept

  Article URL: https://www.theregister.com/ai-and-ml/2026/09/29/ai-models-keep-posting-screenshots-showing-sensitive-data-from-inside-tech-companies/5299640 Comments URL: https://news.ycombinator.com/item?id=49905406 Points: 1 # Comments: 0

• Moloch: Tristan Harris' new cautionary short film about the AI race [video]
  hn-ai· 30-sept

  Article URL: https://www.youtube.com/watch?v=Q4aUidMZxbs Comments URL: https://news.ycombinator.com/item?id=49902947 Points: 1 # Comments: 0

• How to Manage a Team of AI Agents at Month-End
  hn-ai· 30-sept

  Article URL: https://adaptiveinc.com/blog/01a0d880/how-to-manage-a-team-of-ai-agents-at-month-end Comments URL: https://news.ycombinator.com/item?id=49905879 Points: 1 # Comments: 0

• Astroforge will fly a spacecraft autonomously using AI next year
  hn-ai· 30-sept

  Article URL: https://spacenews.com/astroforge-to-test-full-spacecraft-autonomy-using-ai/ Comments URL: https://news.ycombinator.com/item?id=49903884 Points: 1 # Comments: 0

• Vibe Coding Discover – A Catalog of AI OSS for Agents, MCP, Skills, RAG
  hn-ai· 30-sept

  Article URL: https://vibecodingdiscover.com Comments URL: https://news.ycombinator.com/item?id=49902866 Points: 1 # Comments: 0

• What do you want from AI?
  hn-ai· 30-sept

  Article URL: https://www.anthropic.com/research/your-thoughts-on-ai Comments URL: https://news.ycombinator.com/item?id=49905223 Points: 1 # Comments: 1

• China broadens travel curbs to encompass family of top AI talent
  hn-ai· 30-sept

  Article URL: https://www.business-standard.com/world-news/china-broadens-travel-curbs-to-encompass-family-of-top-ai-talent-126092801465_1.html Comments URL: https://news.ycombinator.com/item?id=49902999 Points: 8 # Comments: 0

• Claude Code’s Next Era — Thariq Shihipar, Anthropic
  latentspace· 29-sept

  Shipping Opus/Sonnet 5.5, Mods, Plugins, Projects, Tag while Pacing the Frontier

• [AINews] AMD buys World Labs for $8.2B, as Atlas solves sparse reconstruction problem for robotics, design and more
  latentspace· 29-sept

  Congrats team!

• [AINews] OpenAI DevDay 2026: Dots, 6.1 Sol, Ultrafast, Decisions API, Agents API, Spaces, Marketplace, and 1.2 Billion ChatGPT WAU
  latentspace· 30-sept

  the most confident DevDay yet.

• [AINews] Opus 5.5 is good at explainer videos
  latentspace· 29-sept

  a rare feature of a capability

• Claude Sonnet 5.5
  simonw· 28-sept

  <p><strong><a href="https://www.anthropic.com/claude-sonnet-5-5">Claude Sonnet 5.5</a></strong></p> New Sonnet model from Anthropic today. They say it "runs 30%+ faster, and costs up to 30% less for most work" - it's priced the same as Sonnet 5 but appears to beat it on every benchmark, and should be cheaper to run as well.</p> <p><a href="https://tools.simonwillison.net/markdown-svg-renderer?url=https%3A%2F%2Fgist.github.com%2Fsimonw%2F1d85a9be7f3ecce26e7f1569161a0d01">Here are some pelicans riding bicycles</a>. Sonnet 5.5 suffered from <a href="https://simonwillison.net/2026/Sep/22/opus-and-sol-and-luna/#claude-opus-5-5-max-over-thinks-to-the-point-of-breaking">the same bug as Opus 5.5</a>: the "max" thinking effort pelican thought for 128,000 tokens (at a cost of $1.28) before running …

• OpenAI DevDay 2026 live blog
  simonw· 29-sept

  <p>I'm at <a href="https://devday.openai.com/">OpenAI DevDay</a> today, in Fort Mason, San Francisco. Same as <a href="https://simonwillison.net/2025/Oct/6/openai-devday-live-blog/">last year</a> I'll be live blogging the keynote and some other notes during the day.</p> <p><em>OpenAI gave me a free ticket and a seat in the "creator" area for the keynote.</em></p> <p>Tags: <a href="https://simonwillison.net/tags/ai">ai</a>, <a href="https://simonwillison.net/tags/openai">openai</a>, <a href="https://simonwillison.net/tags/generative-ai">generative-ai</a>, <a href="https://simonwillison.net/tags/llms">llms</a>, <a href="https://simonwillison.net/tags/coding-agents">coding-agents</a>, <a href="https://simonwillison.net/tags/live-blog">live-blog</a>, <a href="https://simonwillison.net/tags/op…

• Quoting @joedaroo
  simonw· 28-sept

  <blockquote cite="https://twitter.com/joedaroo/status/2104335929293127851"><p>To say that we were surprised at the jump and suddenness of the capabilities of our models when it came to “cyber” or “swarming” or “message boards” or anything else related to the incidents is an understatement. Security posture takes time to develop. It’s not just about hardening the systems at play; you have to ingrain it in the culture of the company. The literal people themselves in your organization have to change and evolve with it. These jumps in capabilities were so fast and so sudden that they created an extremely difficult problem. [...]</p> <p>So today my hope is that everyone around the world can look at their own organization and say: how can I deal with a surprise or a sudden jump in AI capability…

• Quoting Anthropic Frontier Red Team
  simonw· 29-sept

  <blockquote cite="https://www.anthropic.com/research/glm-5-3-and-the-spread-of-advanced-cyber-capabilities"><p>We evaluate several models on 100 tasks from the [internal Binary Exploitation benchmark] (selected at random), and find that GLM-5.3 develops full control flow hijacks in 4% of the trials; Claude Mythos Preview did so in 6%. Although GLM-5.3 performs below Claude Mythos Preview here, a meaningful threshold has clearly been crossed: earlier models, like Claude Opus 4.6 and GLM-5.2, do not succeed in any of them.</p></blockquote> <p class="cite">&mdash; <a href="https://www.anthropic.com/research/glm-5-3-and-the-spread-of-advanced-cyber-capabilities">Anthropic Frontier Red Team</a>, GLM-5.3 and the spread of advanced cyber capabilities</p> <p>Tags: <a href="https://simonwillison.n…

• GPT 6.1 Sol: Near-Astra intelligence for a fifth of the price
  simonw· 29-sept

  <p><a href="https://news.ycombinator.com/item?id=49896586#49898129">My comment</a> on <a href="https://news.ycombinator.com/item?id=49896586">GPT 6.1 Sol: Near-Astra intelligence for a fifth of the price</a> &mdash; Hacker News.</p><p>I'm a bit late with the pelicans because I was live-blogging the keynote: <a href="https://simonwillison.net/2026/Sep/29/openai-devday-2026-live-blog/">https://simonwillison.net/2026/Sep/29/openai-devday-2026-liv...</a></p> <p>Here they are for GPT-6.1-Sol: <a href="https://tools.simonwillison.net/markdown-svg-renderer?url=https%3A%2F%2Fgist.github.com%2Fsimonw%2F4aa871683dae5c566129a6028fbc7f21">https://tools.simonwillison.net/markdown-svg-renderer?url=ht...</a></p> <p>They're not notably different from the GPT-6 family pelicans: <a href="https://static.sim…