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The author shares a personal experience of using harness engineering and free NVIDIA NIM endpoints to build AI agents capable of automating complex multi-step workflows, such as creating AI video series and hotel booking systems, suggesting that web crawling services can be replaced by free frontier models.
Discusses an AI harness that integrates computer use with frontier models, focusing on model capabilities and training rather than file/browser or MCP topics.
This article explains how batching and parallel operations improve latency and efficiency in AI computer use systems, highlighting open-source implementations like pi-computer-use and cua-driver that achieved significant performance gains before similar features appeared in Codex.
Meta released Muse Spark 1.1, the first Spark model with an API, featuring improvements in agentic tool calling and computer use.
OpenComputer is an open-source virtual machine environment for AI agents that provides a human-accessible computer interface, allowing agents to safely operate while users can observe and collaborate. It runs locally with small context models and avoids screenshot-based navigation for efficiency.
A tip on using Claude Code with computer use to automatically connect data sources like GitHub, data warehouse, and Google Drive via Claude Tag.
Introduces DigitalCoach, a multimodal dataset of 72 human expert-novice computer use coaching sessions, and evaluates state-of-the-art models' ability to teach software skills. Models tend to give direct instructions without explanations or visual grounding, while human coaches provide more adaptive guidance.
Orca's computer use feature is as good as Codex app's. For now, except for record & replay, most features of Codex app have open-source alternatives.
The article argues that training AI on millions of verifiable tasks across diverse RL environments could lead to AGI, and that scaling may overcome current limitations like sample inefficiency. It also examines why progress on computer use has been slower due to lack of grindable environments.
GPT-5.6 is a capable model for long-horizon tasks and knowledge work across coding, computer use, and science.
Anthropic's computer use team is hiring product engineers and researchers, seeking candidates who are passionate about agentic workflows and comfortable with ambiguity.
A tweet showcases Hermes Agent using computer control on a Mac with MiniMax M3 and Reachy Mini, demonstrating AI interacting with apps.
TUA-Bench is a comprehensive benchmark for evaluating general-purpose terminal-use agents across diverse digital activities and specialized workflows, revealing significant performance gaps among current frontier agents.
Phil Schmid announces the launch of computer use in Gemini 3.5 Flash, enabling control of browser, mobile, and desktop environments, with a quickstart guide for controlling Android phones via adb.
A guide and Python script for controlling an Android emulator using Gemini 3.5 Flash's Computer Use capability, which allows the model to view screenshots and return actions (taps, clicks, text input) to be executed via ADB.
Google announces that computer use is now a built-in tool in Gemini 3.5 Flash, enabling developers to build agents that can see, reason, and take action across browsers, mobile, and desktop environments.
Gemini 3.5 Flash now natively supports computer use as a built-in tool, enabling developers to build agents that can interact across browser, mobile, and desktop environments for long-horizon automation tasks like software testing and knowledge work.
This post explains how to create an automated feedback loop for AI agents to iteratively improve their skills, using computer use and an observer skill to evaluate and update the skill code.
This article recommends several plugins for Codex, including computer use and browser, for building personal websites and deploying to GitHub and Vercel, emphasizing their convenience.
A heavy Codex user shares several plugins they frequently use daily, including the desktop operation trio, HyperFrames, Build Web Apps, Superpowers, and GitHub + Vercel integrations, to boost development efficiency.