







Hacky IWA desktop as proof of concept of the idea of using TLDraw
Releases · Agent54/xe-darc
An arc inspired next generation browser built with xenon and svelte. - Agent54/xe-darc
ua-hacks/apps/experimental-iwa-controlledframe-tldraw/test_app/src/shapes/WebViewShape.tsx at main · ua-community/ua-hacks
Prototypes focused on our active research areas at User & Agents. - ua-community/ua-hacks
xe-darc/INSTALL.md at int · Agent54/xe-darc
An arc inspired next generation browser built with xenon and svelte. - Agent54/xe-darc
ua-hacks/apps/experimental-iwa-controlledframe-tldraw/test_app/src at main · ua-community/ua-hacks
Prototypes focused on our active research areas at User & Agents. - ua-community/ua-hacks
huggingface/hf-agents
HF CLI extension to run local coding agent powered by llmfit and llama.cpp
LLMs running on my laptop can drive coding agents now | Simon P. Couch
Qwen 3.5 and Gemma 4 are a step change for local coding agents.

Philipp Schmid on Twitter / X
Should we build the web for agents, not agents for the web? 🤔 A new paper argues that current research is misguidedly focuses on improving LLMs leading to significant problems with efficiency, reliability, and safety, proposing a new "Agentic Web Interface" (AWI) that sits on… pic.twitter.com/I90k6kdYdk— Philipp Schmid (@_philschmid) June 14, 2025

David Hendrickson on Twitter / X
🌞This is big Local AI news! A new open-source Computer-Use LLM has just launched. Holo 3.1 is H Company’s (🇫🇷) new local computer-use agent model that beats Qwen3.5-397B, Kimi-K2.5, and Sonnet 4.6!Since it is built for local deployment → ⬩ Runs fully on your machine… https://t.co/CpOEsuWN2k pic.twitter.com/w39iOh7cO1— David Hendrickson (@TeksEdge) June 2, 2026

The workbench is the agent - Sensemaker
NVIDIA, xAI, and Nokia show the agent story moving from chat surfaces to toolboxes, execution loops, and operational guardrails.
Andrej Karpathy on Twitter / X
Wow, this tweet went very viral!I wanted share a possibly slightly improved version of the tweet in an "idea file". The idea of the idea file is that in this era of LLM agents, there is less of a point/need of sharing the specific code/app, you just share the idea, then the… https://t.co/4UAmYYFzCw— Andrej Karpathy (@karpathy) April 4, 2026
Computer-Use Agents SOTA Challenge: Hack the North + Global Online | Cua Blog
Two-track competition for SOTA Computer-Use Agents: on-site Hack the North participants compete via OSWorld benchmark, while global participants build with Cua + Ollama.

Introducing MAI-Cyber-1-Flash inside MDASH | Microsoft AI
Today we’re announcing MAI-Cyber-1-Flash inside of MDASH, our multi-agent vulnerability identification and remediation harness. Together they deliver world-class performance at 50% of the cost of leading models.

Josh Miller on Twitter / X
Here's what @browsercompany's AI eng & ML teams are working on for @diabrowser right now:(This is a pitch to come work for us; info at end)🤖 COMPUTER USE – we've built our own bespoke APIs on top of Chromium to optimize latency, accuracy, and cost of computer-using agents.… pic.twitter.com/c989h1TYnQ— Josh Miller (@joshm) August 19, 2025