- Funding better evaluations of AI’s impact on wellbeing
anthropic-news· 25-ago
Aug 25, 2026Announcements
- rohitg00/ai-engineering-from-scratch
github-trending
Learn it. Build it. Ship it for others. https://aiengineeringfromscratch.com Read in your language: Español · Français · Português · Deutsch · Italiano · 简体中文 · 日本語 · 한국어 · हिन्दी · العربية · Русский · Türkçe Translated landing pages, committed to the repo. English is canonical; lesson pages are machine-translated on the translations branch. See docs/i18n.md. From the creator of Agent Memory - #1 Persistent memory ⭐ which naturally works with any agents or chat assistants. ░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒ 84% of students already use AI tools. Only 18% feel prepared to use them professionally. This curriculum closes that gap. 511 lessons. 20 phases. ~329 hours. Python, TypeScript, Rust, Julia. Every lesson ships a reusable artifact:…
- Shubhamsaboo/awesome-llm-apps
github-trending
100+ AI Agents, Agent Skills and RAG Apps - Free and Open Source. https://www.theunwindai.com Awesome LLM Apps 100+ open-source AI agents, agent skills, and RAG apps. Hand-built, tested end-to-end, Apache-2.0. Clone it, ship it, sell it - 100% free and open-source Works with Claude, Gemini, GPT, DeepSeek, Llama, Qwen and other open-source models. Step-by-step tutorials on Unwind AI · Quick start · Browse all templates Project Graveyard Insurance Claim Live Agent Team AI Fraud Investigation Agent Self-Improving Agent Skills AI Home Renovation Agent Always-on HN Briefing Agent 🚀 Run one now Give your coding agent a new skill in 10 seconds: npx skills add https://github.com/Shubhamsaboo/awesome-llm-apps/tree/main/agent_skills/project-graveyard Then ask it: "why do I never finish my side pro…
- TauricResearch/TradingAgents
github-trending
TradingAgents: Multi-Agents LLM Financial Trading Framework https://arxiv.org/pdf/2412.20138 Deutsch | Español | français | 日本語 | 한국어 | Português | Русский | 中文 TradingAgents: Multi-Agents LLM Financial Trading Framework News [2026-07] TradingAgents v0.3.1 released with correctness and stability fixes: Alpha Vantage look-ahead filtering, graph-router crash-safety, graph-shape-aware checkpoint resume, working crypto sentiment sources, a configurable LLM retry budget, Bedrock API-key auth, and Claude Sonnet 5 / Fable 5 support. See CHANGELOG.md for the full list. [2026-06] TradingAgents v0.3.0 released with a verified data-access contract, an expanded provider registry (NVIDIA, Kimi, Groq, Mistral, Bedrock, and any OpenAI-compatible endpoint), FRED and Polymarket data vendors, a current-gen…
- asciimoo/hister
github-trending
Your own search engine https://hister.org/ Hister Your own search engine Hister is a private search engine for the pages you visit and the files you keep. It indexes their full contents so you can find information again from the web interface, terminal, or an AI assistant connected through MCP. Try the demo · Download Hister · Read the quickstart · Documentation Quickstart Download the binary for your platform from the latest release, then rename it to hister (hister.exe on Windows). On Linux or macOS, make it executable: chmod +x hister Start Hister on Linux or macOS: ./hister listen On Windows, run .\hister.exe listen in PowerShell. Open http://127.0.0.1:4433 and install the browser extension for Firefox or Chrome. No configuration is required for a local personal setup. See the complet…
- multica-ai/andrej-karpathy-skills
github-trending
A single CLAUDE.md file to improve Claude Code behavior, derived from Andrej Karpathy's observations on LLM coding pitfalls. Karpathy-Inspired Claude Code Guidelines Check out my new project Multica — an open-source platform for running and managing coding agents with reusable skills. Follow me on X: https://x.com/jiayuan_jy A single CLAUDE.md file to improve Claude Code behavior, derived from Andrej Karpathy's observations on LLM coding pitfalls. English | 简体中文 The Problems From Andrej's post: "The models make wrong assumptions on your behalf and just run along with them without checking. They don't manage their confusion, don't seek clarifications, don't surface inconsistencies, don't present tradeoffs, don't push back when they should." "They really like to overcomplicate code and APIs…
- DietrichGebert/ponytail
github-trending
Makes your AI agent think like the laziest senior dev in the room. The best code is the code you never wrote. https://ponytail.dev Ponytail He says nothing. He writes one line. It works. ~54% less code (up to 94%) · ~20% cheaper · ~27% faster · 100% safe Measured on real Claude Code sessions editing a real open-source repo (FastAPI + React), against the same agent with no skill. ~54% is the mean across 12 feature tasks (Haiku 4.5, n=4); it reaches 94% where an agent over-builds (a date picker) and is near zero where the code is already minimal. ponytail keeps every safety guard while a bare "write one-liners" prompt drops one. (The earlier single-shot benchmark reported 80-94% as a flat figure; against a fair agentic baseline that is the per-task ceiling, not the average.) Full writeup · …
- 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…
- 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…
- marin-community/marin
github-trending
Open-source framework for the research and development of foundation models. https://marin.community Marin "I am not afraid of storms, for I am learning how to sail my ship." – Louisa May Alcott Marin is a research program, software platform, and community for the research and development of foundation models. Marin's concern is training large language models. This includes data curation, transformation, filtering, tokenization, pretraining, posttraining, and evaluation. Beyond the artifacts, software, and infrastructure, behind these models, Marin is committed to openly sharing all of the process knowledge required to build these models. Marin's core value is open development. We document our processes, experiments, and decisions as they happen. Every step, from raw data to the final mod…
- AgriciDaniel/claude-obsidian
github-trending
Self-organizing AI second brain for Obsidian + Claude Code. Drop any source and Claude reads, links, and files it into one connected knowledge graph of plain Markdown you own. AI note-taking, personal knowledge management (PKM), and an open-source Notion alternative. Based on Karpathy's LLM Wiki pattern. https://agricidaniel.com/blog/claude-obsidian-ai-second-brain claude-obsidian Build an Obsidian knowledge base that becomes more useful every time you use it. Capture sources, create connected notes, retrieve grounded answers, and keep the vault healthy—without giving up ownership of your files. See the workflow · Quick start · Explore the skills · Installation guide · Windows & WSL claude-obsidian is a local-first knowledge system for Claude Code and compatible Agent Skills hosts. It tur…
- AI Realist Radar:GPT‑5.6 Sol Pricing, Stripe's OpenRouter Deal
hn-ai· 26-ago
Article URL: https://msukhareva.substack.com/p/ai-realist-radar-gpt56-sol-pricing Comments URL: https://news.ycombinator.com/item?id=49442514 Points: 2 # Comments: 0
- Google Aims to Boost AI with Purchase of Spirit Airlines Data
hn-ai· 25-ago
Article URL: https://news.bloomberglaw.com/bankruptcy-law/google-aims-to-boost-ai-with-purchase-of-spirit-airlines-data Comments URL: https://news.ycombinator.com/item?id=49440398 Points: 1 # Comments: 1
- What platform has the best AI CMO?
hn-ai· 26-ago
I've seen heycatch and okara, maybe a few others like it... seems like they plug into reddit api and provide ai ugc tools. Does anyone have any success using tools like these? I wouldn't imagine much, but I wanted to get a temperature check. What's working, whats not? Comments URL: https://news.ycombinator.com/item?id=49443800 Points: 1 # Comments: 0
- Show HN: Codex / Claude Code harness for Java high performance improvements
hn-ai· 25-ago
Article URL: https://registry.modelcontextprotocol.io/v0.1/servers/io.github.JAIPilot%2Fjaipilot/versions/6.4.2 Comments URL: https://news.ycombinator.com/item?id=49440860 Points: 3 # Comments: 1
- Cross-vendor byte-identical inference for a 72B LLM (AMD MI300X vs. Nvidia H100)
hn-ai· 25-ago
Article URL: https://zenodo.org/records/19882078 Comments URL: https://news.ycombinator.com/item?id=49440102 Points: 6 # Comments: 0
- AI Home Lab for Beginners: The Deep Dive
hn-ai· 25-ago
Article URL: https://augmentedmind.substack.com/p/ai-home-lab-for-beginners Comments URL: https://news.ycombinator.com/item?id=49441626 Points: 3 # Comments: 0
- AI, IPv6, and the future Internet at IETF 126
hn-ai· 25-ago
Article URL: https://blog.apnic.net/2026/08/25/ai-ipv6-and-the-future-internet-at-ietf-126/ Comments URL: https://news.ycombinator.com/item?id=49440215 Points: 2 # Comments: 0
- Codeberg TOS Now Rejects Predominantly AI Repos
hn-ai· 25-ago
Article URL: https://codeberg.org/Codeberg/org/compare/17bdb39b0c1ecd0e423f3ba592650ce57fcdfbf5..71149c7fc95ccfeae36109b5cddca339e4aa1473?files=TermsOfUse.md#diff-d760d688bb9b929b62db808bfc76abe4493d095a Comments URL: https://news.ycombinator.com/item?id=49440062 Points: 4 # Comments: 2
- The State of AI Disclosure 2026: what 1,088 EU sites' chat widgets say
hn-ai· 25-ago
Article URL: https://disclosureproof.com/research/state-of-ai-disclosure/ Comments URL: https://news.ycombinator.com/item?id=49440371 Points: 1 # Comments: 0
- Tracing Claude Tag, Anthropic's Slack Agent
hn-ai· 25-ago
Article URL: https://docs.scorecard.io/intro/claude-tag-tracing Comments URL: https://news.ycombinator.com/item?id=49441197 Points: 2 # Comments: 0
- Darkbloom (AI inference on idle Macs) – security audit with PRs submitted
hn-ai· 26-ago
Article URL: https://gist.github.com/mudiam/1ffc898333ac3d5bdc5d7fac96d33360 Comments URL: https://news.ycombinator.com/item?id=49443728 Points: 2 # Comments: 0
- Vidbyte Skills – Skills That Keep AI-Assisted Work from Becoming Passive
hn-ai· 25-ago
Article URL: https://github.com/cerredz/Vidbyte-Skills Comments URL: https://news.ycombinator.com/item?id=49439985 Points: 1 # Comments: 0
- MREA – Open-source governance framework for multi-role AI agents
hn-ai· 25-ago
Article URL: https://github.com/JairValle/mrea-framework Comments URL: https://news.ycombinator.com/item?id=49440302 Points: 1 # Comments: 0
- Show HN: Slash-tokens – know LLM cost before the call leaves your machine
hn-ai· 25-ago
I kept finding out what a call cost after I had already paid, so I built /Slash -- slash-tokens is a 4.8KB WASM that estimates tokens FAST and can block a wasted trip, or switch to cheaper same-provider model before the request leaves your machine. Try it MIT, no account needed: bunx slash-tokens Or install the SDK: npm install slash-tokens Comments URL: https://news.ycombinator.com/item?id=49441725 Points: 3 # Comments: 2
- Hermes Agent – Open-Source AI Agent That Grows with You
hn-ai· 25-ago
Article URL: https://hermes-agent.nousresearch.com Comments URL: https://news.ycombinator.com/item?id=49441992 Points: 3 # Comments: 0
- Try to beat this AI writing detector
hn-ai· 25-ago
Article URL: https://www.washingtonpost.com/technology/interactive/2026/08/25/ai-detectors-like-pangram-are-everywhere-arent-always-accurate/ Comments URL: https://news.ycombinator.com/item?id=49440586 Points: 5 # Comments: 1
- Big Tech's Frantic Race to Quell the Growing Backlash to AI
hn-ai· 26-ago
Article URL: https://www.wsj.com/tech/inside-big-techs-frantic-race-to-quell-the-growing-backlash-to-ai-2a717339 Comments URL: https://news.ycombinator.com/item?id=49443338 Points: 12 # Comments: 7
- Turn off Claude Code's Memory [video]
hn-ai· 25-ago
Article URL: https://www.youtube.com/watch?v=Jf54k7tFeEc Comments URL: https://news.ycombinator.com/item?id=49440751 Points: 2 # Comments: 1
- Dependencies in the LLM API Reseller Ecosystem
hn-ai· 26-ago
Article URL: https://arxiv.org/abs/2608.20732 Comments URL: https://news.ycombinator.com/item?id=49443318 Points: 3 # Comments: 0
- New AI Agent to Autonomously Prepare and Send Docs Out for Signature
hn-ai· 25-ago
Article URL: https://slack.com/marketplace/A095XNK8GPK-docendorse-ai-agent?nojsmode=1 Comments URL: https://news.ycombinator.com/item?id=49441347 Points: 2 # Comments: 0
- Students prefer Gemini over ChatGPT and Claude for AI essays in blind tests
hn-ai· 26-ago
Article URL: https://studyarena.com/blog/chatgpt-vs-claude-vs-gemini-college-essays-2026 Comments URL: https://news.ycombinator.com/item?id=49443871 Points: 1 # Comments: 0
- A modest but open theorem in theoretical biology proved by AI
hn-ai· 25-ago
Article URL: https://twitter.com/curiouswavefn/status/2092380964668534967 Comments URL: https://news.ycombinator.com/item?id=49442122 Points: 4 # Comments: 0
- The New York Times is publishing AI slop
hn-ai· 25-ago
Article URL: https://unpublishablepapers.substack.com/p/the-new-york-times-is-publishing Comments URL: https://news.ycombinator.com/item?id=49440204 Points: 15 # Comments: 2
- Ora benchmarks every major AI agent on Vercel – Customers
hn-ai· 26-ago
Article URL: https://vercel.com/customers/how-ora-benchmarks-every-major-ai-agent-on-vercel Comments URL: https://news.ycombinator.com/item?id=49443115 Points: 3 # Comments: 0
- The AI Health Agent That Will Know Me for Life
hn-ai· 25-ago
Article URL: https://williamtp.substack.com/p/the-ai-health-agent-that-will-know Comments URL: https://news.ycombinator.com/item?id=49442198 Points: 2 # Comments: 0
- AI Disruptors: How the Next Generation of Business Is Being Built
hn-ai· 25-ago
Article URL: https://www.digitalocean.com/blog/ai-disruptors Comments URL: https://news.ycombinator.com/item?id=49442069 Points: 2 # Comments: 0
- How I Use Claude Code
hn-ai· 25-ago
Article URL: https://www.loopwerk.io/articles/2026/how-i-use-claude-code/ Comments URL: https://news.ycombinator.com/item?id=49441363 Points: 2 # Comments: 0
- How I Automated CodeWarrior with Claude, AppleScript, and SSH
hn-ai· 26-ago
Article URL: https://www.patreon.com/MacSurf/posts/how-i-automated-167688725 Comments URL: https://news.ycombinator.com/item?id=49442805 Points: 3 # Comments: 0
- The AI founders who walked away from Bezos-backed Prometheus to model universe
hn-ai· 26-ago
Article URL: https://www.reuters.com/business/ai-founders-who-walked-away-bezos-backed-prometheus-model-universe-2026-08-25/ Comments URL: https://news.ycombinator.com/item?id=49443903 Points: 1 # Comments: 0
- Microsoft's Maia 200 AI Accelerator at Hot Chips 2026
hn-ai· 26-ago
Article URL: https://www.servethehome.com/microsofts-maia-200-accelerator-at-hot-chips-2026/ Comments URL: https://news.ycombinator.com/item?id=49442682 Points: 2 # Comments: 0
- [AINews] Andrew Ng gets into AI Engineering
latentspace· 25-ago
An industry legend starts covering the inevitable!
- Your executable is a SQLite database
simonw· 24-ago
<p><strong><a href="https://fzakaria.com/2026/08/23/your-executable-is-a-sqlite-database">Your executable is a SQLite database</a></strong></p> Farid Zakaria describes a neat Linux pattern for creating a SQLite database file that can be directly used as an executable binary.</p> <p>The trick sets the SQLite file format's 4-byte application ID (68 bytes into the file) to SELF, standing for Structured Executable & Linkable Format. The various components of the ELF executable format are then arranged into a number of different SQLite tables, using <a href="https://github.com/fzakaria/selfdb/blob/main/schema/self.sql">this schema</a>.</p> <p>Their <code>self-exec</code> interpreter (<a href="https://github.com/fzakaria/selfdb/blob/main/loader/self-exec.c">C code here</a>) can then extract…
- EVE Online: The Move to Python 3 Begins!
simonw· 25-ago
<p><strong><a href="https://www.eveonline.com/news/view/the-move-to-python-3-begins">EVE Online: The Move to Python 3 Begins!</a></strong></p> EVE Online has been one of the most interesting case studies in Python at scale for over twenty years now.</p> <p>They've been running on <a href="https://github.com/stackless-dev/stackless/wiki/">Stackless Python</a> since their launch in 2003, and their last major upgrade was 16 years ago, to Stackless Python 2.7 <a href="https://www.eveonline.com/news/view/stackless-python-2.7">in 2010</a>.</p> <p>Their upgrade to Python 3 will start using the <a href="https://python-future.org/futurize.html">futurize</a> script against 2.4 million lines of code, followed by careful manual review of the ~20,000 places where Python 2 and 3 behavior differ - for e…
- llm-anthropic 0.27
simonw· 24-ago
<p><strong>Release:</strong> <a href="https://github.com/simonw/llm-anthropic/releases/tag/0.27">llm-anthropic 0.27</a></p> <p>This release of the Anthropic plugin for <a href="https://llm.datasette.io/">LLM</a> mainly provides compatibility with the recently released <a href="https://github.com/anthropics/anthropic-sdk-python/releases/tag/v1.0.0">anthropic v1.0.0</a> Python library, which switches from <code>httpx</code> to <a href="https://github.com/pydantic/httpx2">httpx2</a>. OpenAI made the same change in their <a href="https://github.com/openai/openai-python/releases/tag/v3.0.0">v3.0.0 release</a> two weeks ago.</p> <p>Anthropic provide this <a href="https://github.com/anthropics/anthropic-sdk-python/blob/v1.0.0/MIGRATION.md">migration guide</a> for upgrading to 1.0, so I prompted …