---
title: 'UFO'
ShowRssButtonInSectionTermList: true
date: 2025-05-09T21:30:15+08:00
draft: true
showtoc: true
tocopen: false
type: posts
author: ["Xinwei Xiong", "Me"]
keywords:
  - UFO
  - Desktop Automation
  - Multi-Agent System
  - Windows Automation
tags:
  - AI
  - Automation
  - Windows Development
  - Microsoft Technology
categories:
  - AI & Technology
description: >
  In-depth analysis of Microsoft UFO project's core design, technical implementation and system architecture, covering multi-agent collaboration, hybrid GUI/API operations, continuous learning and other innovative features.
tldr:
  - "UFO² combines HostAgent and AppAgent in a multi-agent framework with continuous learning through RAG knowledge substrates."
  - "The system intelligently switches between GUI simulation and native API calls, reducing LLM queries by 51% through speculative multi-action execution."
  - "Deep Windows OS integration enables robust control detection via hybrid UIA and visual analysis for diverse application interfaces."
---
