- Investing in the public benefit
anthropic-news· 18-oct
Oct 18, 2026Announcements
- akitaonrails/ai-memory
github-trending
Solution for long term memory for agent coding CLIs and to facilitate handoff between different agent vendors Long-term memory for AI coding agents. Quit Claude Code mid-task, start OpenAI Codex in the same directory, continue without re-explaining the architecture, the failed approaches, or the open questions. Website: aimemory.sh Why ai-memory Your coding agent probably has a memory feature already. Claude Code takes its own notes, Cursor remembers some things, and every platform is adding more. They all have the same limits: the notes live on one machine, belong to one agent, and drop out of view when you switch tools or hand the work to a teammate. ai-memory removes those limits. It follows you across agents. More than twenty harnesses (Claude Code, Codex, Cursor, Gemini CLI, OpenCode…
- android/skills
github-trending
Android skills Android skills are a dedicated repository of AI-optimized, modular instructions and resources, to help agents better understand and execute specific patterns that follow the best practices and guidance on Android development from developer.android.com. Android skills follow the open-standard agent skills - markdown files (SKILL.md) that provide a technical specification of a task, and ground LLMs with information on specialized domains and workflows. Our Android skill development focuses on use cases and workflows where evaluations show LLMs underperform. We aren't prioritizing well-established areas where LLMs are already proficient, such as basic Jetpack Compose best practices. To learn more, read the official documentation: Android skills Android CLI Android Studio Insta…
- stablyai/orca
github-trending
Orca is the place for working with a fleet of agents (e.g. Grok Bot, Claude Code). Run any coding agent with your own subscription. Available on desktop, mobile and remote runtime. https://orca.dev Orca 中文 · 日本語 · 한국어 · Español · Français · Português The AI Orchestrator for 100x builders. Run Codex, ClaudeCode, OpenCode or Pi side-by-side — each in its own worktree, tracked in one place. Download Orca Features Mobile Companion Monitor and steer your agents from your phone — get notified when an agent finishes and send follow-ups from anywhere. iOS App Store · Android APK · Docs → Parallel Worktrees Fan one prompt across five agents, each in its own isolated git worktree — compare the results and merge the winner. Docs → Terminal Splits Ghostty-class terminals with WebGL rendering, infinit…
- anomalyco/opencode
github-trending
The open source coding agent. https://opencode.ai The open source AI coding agent. English | 简体中文 | 繁體中文 | 한국어 | Deutsch | Español | Français | Italiano | Dansk | 日本語 | Polski | Русский | Bosanski | العربية | Norsk | Português (Brasil) | ไทย | Türkçe | Українська | বাংলা | Ελληνικά | Tiếng Việt Installation # YOLO curl -fsSL https://opencode.ai/v2/install | bash # Package managers npm i -g @opencode/cli@latest # or bun/pnpm/yarn brew install anomalyco/tap/opencode-v2 # macOS and Linux (recommended, always up to date) brew install opencode # macOS and Linux (official brew formula, updated less) sudo pacman -S opencode # Arch Linux (Stable) paru -S opencode-beta # Arch Linux (Latest from AUR) mise use -g opencode # Any OS nix run github:anomalyco/opencode # Nix Tip Remove versions older tha…
- anthropics/claude-plugins-official
github-trending
Official, Anthropic-managed directory of high quality Claude Code Plugins. https://code.claude.com/docs/en/plugins Claude Code Plugins Directory A curated directory of high-quality plugins for Claude Code. ⚠️ Important: Make sure you trust a plugin before installing, updating, or using it. Anthropic does not control what MCP servers, files, or other software are included in plugins and cannot verify that they will work as intended or that they won't change. See each plugin's homepage for more information. Structure /plugins - Internal plugins developed and maintained by Anthropic /external_plugins - Third-party plugins from partners and the community Installation Plugins can be installed directly from this marketplace via Claude Code's plugin system. To install, run /plugin install {plugi…
- Comfy-Org/ComfyUI
github-trending
The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface. The fastest local inference engine in the world. https://www.comfy.org/ ComfyUI The most powerful and modular AI engine for content creation. ComfyUI is the AI creation engine for visual professionals who demand control over every model, every parameter, and every output. Its powerful and modular node graph interface empowers creatives to generate images, videos, 3D models, audio, and more... ComfyUI natively supports the latest open-source state of the art models. It is by far the most optimized inference engine for diffusion models in the world with a focus on local consumer hardware. Can run even the biggest open source models on as low as 4GB vram + 8GB ram relatively quickly (saturating y…
- ruvnet/ruflo
github-trending
🌊 The original agent harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learning intelligence, federation, vector RAG integration, and native Claude Code / Codex / Hermes and many more Integrated https://Cognitum.One An agent meta-harness for Claude Code and Codex. Get started with Ruflo Start in Claude Code with core tools, the visual console and runtime mods. Requires Claude Code 2.1.287 or later. Run inside Claude Code: /plugin marketplace add ruvnet/ruflo /plugin install ruflo-core@ruflo /plugin install ruflo-console@ruflo /plugin install ruflo-mods@ruflo /reload-plugins /ruflo Core provides foundation tools. Console opens the agent cockpit. Mods add routing and policy enforcement insid…
- debpalash/VoiceStudio
github-trending
VoiceStudio is the open-source, fully-local ElevenLabs alternative — voice cloning, voice design, video dubbing, dictation, transcription & audiobook creation in 646 languages. https://voicestudio.sh VoiceStudio Open-source voice cloning, voice design, video dubbing, dictation, transcription & audiobook creation in 646 languages. Website · Download · Get started · Docs · Discord · 简体中文 · 日本語 Your voice. Your workflow. Create Produce Connect Clone a voice or design your own Dub videos with timed speech Local API & MCP for agents Dictate with a floating widget Stories, audiobooks & batch jobs Reusable recipes & watch folders Start with VoiceStudio (default, powered by k2-fsa/OmniVoice), or choose another engine. Features & engine catalog. Local workflows run on your hardware. Remote service…
- HKUDS/CLI-Anything
github-trending
"CLI-Anything: Making ALL Software Agent-Native" -- CLI-Hub: https://clianything.cc/ https://clianything.cc/ CLI-Anything: Making ALL Software Agent-Native Today's Software Serves Humans👨💻. Tomorrow's Users will be Agents🤖. CLI-Anything: Bridging the Gap Between AI Agents and the World's Software 🌐 CLI-Hub: pip install cli-anything-hub then cli-hub install <name> — browse, install, and manage all community-built CLIs. Want to add your own? Open a PR — the hub updates instantly. 🎬 See Demos: Watch AI agents use generated CLIs plus preview, live preview, and trajectory loops to produce real artifacts — CAD builds, 3D scenes, diagrams, gameplay, subtitles, and more. 🙋 [Become a Contributor, or Request a CLI]: Join us! Sign up to build a new CLI harness — once reviewed and merged, you'…
- Kruk2/jasna
github-trending
Video restoration tool The only places to get a genuine License code for the supporter models are Buy Me a Coffee, Unifans, and for China the seller in the Chinese README. 支持者模型的正版许可证码只能通过 Buy Me a Coffee、Unifans 或 闲鱼 获取。 English | 日本語 | 中文 Jasna Jasna restores mosaics in videos and images. It is free, has a simple app and a command line, and runs on your GPU. Contents Start here What Jasna does What you need Quick start Help and community Supporting the project (supporter models) Advanced How Jasna works Command line All guides Benchmarks Licensing Acknowledgments What Jasna does Finds mosaics in a video and restores them. The rest of the picture is not touched. Two restoration models: fast BasicVSR++ (free) and slow but more detailed LTX (for supporters, NVIDIA only). Restores only the …
- MadsLorentzen/ai-job-search
github-trending
The job search that runs on your machine. AI job application framework built on Claude Code: evaluate postings, tailor CVs, write cover letters, prep interviews. Fork it and own it. AI Job Search The job search that runs on your machine. An AI-powered job application framework built on Claude Code. Fork it, fill in your profile, and let Claude evaluate job postings, tailor your CV, write cover letters, and prepare you for interviews. Note: This is an independent open-source project and is not affiliated with, endorsed by, sponsored by, or maintained by Anthropic. Anthropic and Claude Code are referenced only to describe the toolchain this workflow uses. This project has no affiliated cryptocurrency, token, or paid sponsorship program. Anything claiming otherwise is unauthorized and should…
- mlabonne/llm-course
github-trending
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks. https://mlabonne.github.io/blog/ 𝕏 Follow me on X • 🤗 Hugging Face • 💻 Blog • 📙 LLM Engineer's Handbook The LLM course is divided into three parts: 🧩 LLM Fundamentals is optional and covers fundamental knowledge about mathematics, Python, and neural networks. 🧑🔬 The LLM Scientist focuses on building the best possible LLMs using the latest techniques. 👷 The LLM Engineer focuses on creating LLM-based applications and deploying them. Note Based on this course, I co-wrote the LLM Engineer's Handbook, a hands-on book that covers an end-to-end LLM application from design to deployment. The LLM course will always stay free, but you can support my work by purchasing this book. For a more comprehensive vers…
- cursor/plugins
github-trending
Cursor plugin specification and official plugins Cursor plugins Official Cursor plugins for popular developer tools, frameworks, and SaaS products. Each plugin is a standalone directory at the repository root with its own .cursor-plugin/plugin.json manifest. Plugins name Plugin Author Category description (from marketplace) teaching Teaching Cursor Utilities Skill mapping, practice plans, and learning retrospectives. continual-learning Continual Learning Eric Zakariasson Developer Tools Incremental transcript-driven memory updates for AGENTS.md using high-signal bullet points only. cursor-team-kit Cursor Team Kit Eric Zakariasson Developer Tools Internal team workflows for CI, code review, shipping, local automation, and verification. thermos Thermos Cursor Developer Tools Thermo-nuclear …
- Show HN: Stream Reducer – Podcast/Video AI Summarization at Scale
hn-ai· 19-oct
Hi I have just open sourced a project https://github.com/hmumixaM/stream-reducer. This project can summarize videos, podcasts, and blog posts at scale. I also have a hosted website that's completely free. Checkout this website for details https://reducer.xgoose.org View for a crafted collection as well: https://reducer.xgoose.org/collections/ai4-2026 Any suggestions on improving the usage and avaialbility will be greatly appreciated. Comments URL: https://news.ycombinator.com/item?id=50147957 Points: 3 # Comments: 0
- Anthropic's Own Staff Can't Use Claude Code's 'Bypass Permissions' Mode
hn-ai· 19-oct
Article URL: https://runtimewire.com/article/anthropic-s-own-staff-can-t-use-claude-code-s-bypass-permissions-mode-client-cod Comments URL: https://news.ycombinator.com/item?id=50147159 Points: 3 # Comments: 2
- The Paradox at the Heart of AI and Science – Terence Tao [video]
hn-ai· 19-oct
Article URL: https://www.youtube.com/watch?v=svl_1upFpQo Comments URL: https://news.ycombinator.com/item?id=50147882 Points: 1 # Comments: 0
- Architecting for HW Diversity: Meta's E2E Co-Design for AI Training on AMD GPUs
hn-ai· 19-oct
Article URL: https://arxiv.org/abs/2610.22230 Comments URL: https://news.ycombinator.com/item?id=50147458 Points: 2 # Comments: 0
- Show HN: Chitra Studio – Your AI Media Workstation for Macs
hn-ai· 19-oct
Article URL: https://chitra.studio/ Comments URL: https://news.ycombinator.com/item?id=50148376 Points: 3 # Comments: 1
- Tmux and Claude Code: Sessions, Send-Keys, and the Ceiling
hn-ai· 19-oct
Article URL: https://crystl.dev/guides/tmux-for-ai-agents/ Comments URL: https://news.ycombinator.com/item?id=50148855 Points: 9 # Comments: 1
- Can AI Automate Epoch?
hn-ai· 19-oct
Article URL: https://epoch.ai/publications/can-ai-automate-epoch Comments URL: https://news.ycombinator.com/item?id=50148008 Points: 4 # Comments: 0
- Botline, a mailbox for AI agents from different vendors
hn-ai· 19-oct
Article URL: https://github.com/sabotage-dev/botline Comments URL: https://news.ycombinator.com/item?id=50147550 Points: 2 # Comments: 0
- The most powerful and free local AI note taking app I've ever used
hn-ai· 19-oct
Article URL: https://github.com/seacen/meetcap Comments URL: https://news.ycombinator.com/item?id=50147993 Points: 2 # Comments: 2
- Show HN: Strot – Compile an LLM's intent once, run decisions locally
hn-ai· 19-oct
Article URL: https://github.com/strot-ai/Project-STROT Comments URL: https://news.ycombinator.com/item?id=50148396 Points: 23 # Comments: 10
- Will major-party U.S. presidential candidate deploy AI clone to talk to voters?
hn-ai· 19-oct
Article URL: https://manifold.markets/BrunoClawfeld/will-a-majorparty-us-presidential-c Comments URL: https://news.ycombinator.com/item?id=50147256 Points: 4 # Comments: 3
- Designing LLM failover as a route change, not a retry loop
hn-ai· 19-oct
Article URL: https://modelflare-blog.static.hf.space/model-groups-and-failover.html Comments URL: https://news.ycombinator.com/item?id=50148071 Points: 1 # Comments: 0
- AI Optimism Globally Widespread Despite Uneven Use
hn-ai· 19-oct
Article URL: https://news.gallup.com/poll/714593/optimism-globally-widespread-despite-uneven.aspx Comments URL: https://news.ycombinator.com/item?id=50147093 Points: 3 # Comments: 2
- Ask HN: Do you also feel that it's impossible to keep up with AI?
hn-ai· 19-oct
I have a tech background, I haven't been super active in coding or other things, but I still play with stuff a lot. And yet, in the past ~2 years, I often feel that it's pretty much impossible to keep up with the latest AI development (in particular regarding vibe coding), which in turns gives me less energy or determination to explore the latest thing. How do you feel about it? And did you find a solution to stay motivated to learn and get better at using AI? Comments URL: https://news.ycombinator.com/item?id=50149373 Points: 2 # Comments: 0
- "The AI bubble is about to burst and a big market correction's coming" – NY Post
hn-ai· 19-oct
Article URL: https://nypost.com/2026/10/17/business/the-ai-bubble-is-about-to-burst-much-like-the-infamous-dot-com-crash/ Comments URL: https://news.ycombinator.com/item?id=50148086 Points: 5 # Comments: 3
- Show HN: Open Artifacts – host AI artifacts on your own Cloudflare account
hn-ai· 19-oct
Article URL: https://open-artifacts.com/ Comments URL: https://news.ycombinator.com/item?id=50148333 Points: 1 # Comments: 1
- In Europe's tech capital, Irish labor unions are booming amid AI-driven layoffs
hn-ai· 19-oct
Article URL: https://www.politico.eu/article/in-europe-tech-capital-ireland-irish-labor-unions-are-booming-amid-ai-layoffs/ Comments URL: https://news.ycombinator.com/item?id=50149311 Points: 4 # Comments: 1
- Man arrested after discussing plans for childcare mass shooting with [Claude]
hn-ai· 19-oct
Article URL: https://www.smh.com.au/national/nsw/sydney-man-allegedly-discussed-plans-for-childcare-mass-shooting-with-ai-chatbot-20261019-p616oc.html Comments URL: https://news.ycombinator.com/item?id=50148298 Points: 8 # Comments: 9
- TurboScribe AI: Free Video to Text, Audio to Text – No Sign Up
hn-ai· 19-oct
Article URL: https://www.turboscribeai.net/ Comments URL: https://news.ycombinator.com/item?id=50149229 Points: 1 # Comments: 0
- AI Agents Trading Stocks While You Sleep? Charles Schwab's CEO Is Skeptical
hn-ai· 19-oct
Article URL: https://www.wsj.com/tech/ai/ai-agents-trading-stocks-while-you-sleep-charles-schwabs-ceo-is-skeptical-3ff1b5c3 Comments URL: https://news.ycombinator.com/item?id=50147371 Points: 7 # Comments: 1
- Why Humanity Might Have to Declare War on AI (By: William Spaniel) [video]
hn-ai· 19-oct
Article URL: https://www.youtube.com/watch?v=OAU3lAadXLM Comments URL: https://news.ycombinator.com/item?id=50148074 Points: 1 # Comments: 0
- Air: A Python web framework designed for AI to write
hn-ai· 19-oct
Article URL: https://airwebframework.org/ Comments URL: https://news.ycombinator.com/item?id=50148574 Points: 1 # Comments: 1
- I made a combined snake-tron game using free AI
hn-ai· 19-oct
Article URL: https://steeltoe777.github.io/snakegame/ Comments URL: https://news.ycombinator.com/item?id=50148666 Points: 2 # Comments: 1
- TamperAudit – Tamper-evident audit logs for AI agents (EU AI Act Article 12)
hn-ai· 19-oct
Article URL: https://tamperaudit.com Comments URL: https://news.ycombinator.com/item?id=50149086 Points: 2 # Comments: 0
- The Non-Tech AI
hn-ai· 19-oct
Article URL: https://thenontechai.com/ Comments URL: https://news.ycombinator.com/item?id=50147312 Points: 1 # Comments: 0
- Using AI as a tutor to do math with pen and paper
hn-ai· 19-oct
Article URL: https://twitter.com/nichochar/status/2111822781214294329 Comments URL: https://news.ycombinator.com/item?id=50147861 Points: 5 # Comments: 1
- What is the ultimate truth? We asked leading AI models
hn-ai· 19-oct
Article URL: https://ultimatetruth.one Comments URL: https://news.ycombinator.com/item?id=50147867 Points: 2 # Comments: 2
- China Plans to Tighten Export Controls on AI Technologies
hn-ai· 19-oct
Article URL: https://wallhop.io/https://www.theepochtimes.com//china/china-plans-to-tighten-export-controls-on-ai-technologies-6104786 Comments URL: https://news.ycombinator.com/item?id=50148119 Points: 4 # Comments: 3
- What if AI could control robots?
hn-ai· 19-oct
Article URL: https://www.hyperverse.sh Comments URL: https://news.ycombinator.com/item?id=50149645 Points: 1 # Comments: 0
- AI Is Not a Race
hn-ai· 19-oct
Article URL: https://www.nitinpai.in/2026/10/19/ai-is-not-a-race Comments URL: https://news.ycombinator.com/item?id=50148243 Points: 3 # Comments: 2
- [AINews] High Taste Testers Ep. 1
latentspace· 17-oct
a quiet day lets us pilot a new show
- Inline rendering with document.currentScript
simonw· 17-oct
<p><strong><a href="https://leanrada.com/notes/inline-rendering-currentscript/">Inline rendering with document.currentScript</a></strong></p> Lean Rada describes a neat trick that takes advantage of the <a href="https://developer.mozilla.org/en-US/docs/Web/API/Document/currentScript">document.currentScript</a> property. You can use that to drop in a tiny inline <code><script></code> element that replaces itself when the page loads:</p> <pre><code>The year is <script> document.currentScript.replaceWith( new Date().getFullYear())</script> </code></pre> <p>If you define a shortcut function like this:</p> <pre><code>$=(...n)=>document.currentScript.replaceWith(...n) </code></pre> <p>You get a tiny template language:</p> <pre><code>The year is <script>$(new Date().g…
- web-edit 0.1a2
simonw· 17-oct
<p><strong>Release:</strong> <a href="https://github.com/simonw/web-edit/releases/tag/0.1a2">web-edit 0.1a2</a></p> <p>web-edit (<a href="https://simonwillison.net/2026/Oct/12/web-edit/">previously</a>) is my tiny web app for browsing and editing files in a folder. I mainly built it for editing files on different machines via Tailscale.</p> <p>I added a "copy to clipboard" option for both text and image data. I needed this because I was running pelican prompts on a laptop from my phone (here's <a href="https://tools.simonwillison.net/markdown-svg-renderer?url=https%3A%2F%2Fgist.github.com%2Fsimonw%2Fb1cec9726b6aa62d4de47100f90f0c1a">DeepSeek 4.1 Flash 1017</a>) and I wanted an easy way to copy the resulting logs into a Gist.</p> <p>Tags: <a href="https://simonwillison.net/tags/projects">p…
- llm-echo 0.5
simonw· 18-oct
<p><strong>Release:</strong> <a href="https://github.com/simonw/llm-echo/releases/tag/0.5">llm-echo 0.5</a></p> <p>I'm working towards a new <a href="https://llm.datasette.io/">LLM</a> release, and testing PRs caused me to revisit the <code>llm-echo</code> debug plugin. This plugin provides a "model" which doesn't involve an LLM at all - it just repeats back the prompts that have been fed to it. The new release now updates the simulated token usage counts to take tool calls, system prompts, and reasoning tokens into account.</p> <p>Example usage:</p> <pre><code>uvx --with llm-echo llm -m echo 'hi there' -o thinking 1 --usage </code></pre> <p>Outputs:</p> <pre><code>First I consider the prompt, then I decide what to say. { "prompt": "hi there", "system": "", "attachments": [], "stream": tr…
- llm-tools-datasette 0.1.1
simonw· 18-oct
<p><strong>Release:</strong> <a href="https://github.com/simonw/llm-tools-datasette/releases/tag/0.1.1">llm-tools-datasette 0.1.1</a></p> <p>When I switched LLM over to <a href="https://github.com/pydantic/httpx2">httpx2</a> in <a href="https://llm.datasette.io/en/stable/changelog.html#v0-33">LLM 0.33</a> I forget that this would break any plugins which used <code>httpx</code> without directly depending on it. <code>llm-tools-datasette</code> was one of those plugins, now fixed.</p> <p>Tags: <a href="https://simonwillison.net/tags/datasette">datasette</a>, <a href="https://simonwillison.net/tags/llm">llm</a></p>
- Quoting Addy Osmani, Morgan Westlee Lunt, and Qing Wang
simonw· 16-oct
<blockquote cite="https://claude.dev/blog/solving-code-review-at-anthropic/"><p>We think "did a human read the code?" is an imprecise proxy for "what could go wrong with this change, and which check—automated or human—is the right one to catch it?"</p> <p>Asking that question also changed <em>when</em> review happens. Before, review was a gate at the end of the road: write the code, open a PR, wait for your colleague.</p> <p>Now, review runs continuously, more like spellcheck while you write. Most changes have been reviewed and fixed by Claude at least once before a human is asked to look. This catches most routine mistakes, and saves team attention for higher-level questions and scrutiny.</p></blockquote> <p class="cite">— <a href="https://claude.dev/blog/solving-code-review-at-ant…