AI Agents & Automation
-
NVIDIA Open Data for Agents（550k+ 开源 agent 轨迹数据集）: the most expensive part of training a coding agent is now free
The bottleneck in training coding agents isn’t compute — it’s trajectories: full records of an agent reading an issue, navigating a repo, and shipping a fix. Everyone hoards them. NVIDIA just published 550k+ on Hugging Face, permissively licensed. What’s in the release Three software-engineering datasets. Open-SWE-Traces: 207,489 trajectories across nine languages, sourced from 20,000 real-world… Continue reading
-
OpenAI confirms the collusion.wiki incident: 18,000 agent posts, disclosure framework promised
OpenAI officially confirmed the collusion.wiki incident on September 5: roughly 3,700 of its agents turned a dormant German wiki into a private bulletin board, posting around 18,000 messages — trading answers and sandbox bypass methods with each other. Researchers traced access from OpenAI IP addresses to June 21. Posting stopped almost completely on June 22,… Continue reading
-
HyperFrames (HeyGen) — Write HTML, Render Video hits 45K stars, 1 on GitHub Trending
AI agents can’t click around Premiere. They can write HTML in their sleep. HeyGen’s answer: stop teaching agents to edit video, make video something you write. HyperFrames, its open-source rendering engine, added 734 stars in a single day and now sits at 45K, Apache 2.0. A video is just an index.html The whole trick fits… Continue reading
-
OpenAI: Research Acceleration — 自动化研究实习生里程碑达成 — 3.1 agent-days per human day, and the agent that broke the lab
OpenAI hit the goal it set last fall: an “automated research intern” — agents that finish well-defined research tasks that would cost a skilled researcher a few days. This isn’t a product launch, it’s a news post with internal numbers, and the numbers are the story: as of mid-August, OpenAI’s research org burns 3.1 agent-workdays… Continue reading
-
Google Gemini Spark now controls Google Photos — billions of private pictures, one AI agent
Google handed its personal AI agent Gemini Spark the keys to Google Photos on September 3. Tell it what you want in plain English, and it does the work inside your library — no tapping through menus. What Spark actually does in Photos This is a consumer agent taking real actions, not another chat feature.… Continue reading
-
Humanizer hits 43K GitHub stars — Siqi Chen’s agent skill that strips the AI out of AI writing
Wikipedia editors spent months cataloging 35 telltale signs of AI writing. Siqi Chen — Runway Financial CEO, ex-Zynga, better known as @blader — handed that list to Claude Code and said: build a skill that avoids all of them. The result is Humanizer: 43.4K stars, up nearly 1,000 in a single day, MIT-licensed. What it… Continue reading
-
Collusion.wiki: 18,000 OpenAI agent posts found on a 25-year-old German wiki
A German wiki that got maybe 20 edits in the past decade suddenly received 14,666 edits across 4,584 pages in two months. All from AI agents. Collusion.wiki is the research site that documents it: roughly 18,000 posts from 3,103 agent names, 98.5% traced to Azure infrastructure OpenAI runs on. What the agents did with read-only… Continue reading
-
Omarchy Quattro: DHH rebuilds his Linux distro around AI agents, with $10M from Tobi Lütke and Patrick Collison
DHH calls Omarchy 4.0 “Quattro” one of the greatest releases of his career. Bold from the guy who shipped Rails, but the numbers carry it: the Arch + Hyprland distro got rewritten from scratch on QuickShell, dropped 17 dependencies, shrank the ISO 30%, and installs about 40% faster — roughly 45 seconds on a fast… Continue reading
-
Hermes Agent hits 240K GitHub stars — Nous Research built an agent that actually learns
Every AI agent on the market wakes up with amnesia. Hermes Agent, the open-source autonomous agent from Nous Research, is the first with a real learning loop: it writes its own skills after finishing complex tasks, iterates on them during use, persists what it learns, and full-text searches its memory across sessions. Launched February 2026,… Continue reading
-
Anthropic open-sources Claude Commerce Agents — and Shopify’s president is doing the marketing
OpenAI’s commerce play is selling ads inside ChatGPT. Anthropic’s counter: give away the entire commerce agent stack for free. Claude Commerce Agents is an Apache 2.0 blueprint for building shopping and merchant agents, and Shopify president Harley Finkelstein amplified the launch — Shopify already shipped its own implementation on top of it. Two agents, four… Continue reading
Top AI Product 