AI Agent2026-05-17

Computer Use (Anthropic)

Also known as: Anthropic Computer Use / コンピュータ操作AI / Claude Computer Use

Anthropic's Claude capability for autonomous desktop control via screenshots and mouse/keyboard, enabling agents to execute any GUI task.

Overview

Computer Use entered beta in October 2024, enabling Claude to 'see' and interact with screens via screenshots. It is available through the API, with a reference implementation that operates an Ubuntu desktop inside a Docker container.

Business Applications

It is particularly effective for automating legacy systems that lack APIs, such as document creation, internal system navigation, and data entry. Alongside GPT-5.4's Computer Use API, it has become a mainstream UI automation technology in 2026. See also GPT-5.4 Computer Use.

Released on March 5, 2026, GPT-5.4 Computer Use API brings native screen control to general-purpose AI models. With 75% on OSWorld-V benchmark surpassing human performance at 72.4%, it's accelerating practical automation for legacy systems and RPA replacement.

Agentic AI Enterprise Guide: 2026 Trends and Implementation Steps for Business

A comprehensive guide to Agentic AI adoption for enterprises in 2026. Learn how agentic AI differs from chatbots and RPA, explore multi-agent orchestration patterns, review real-world use cases across industries, compare leading frameworks like AutoGen and CrewAI, and understand security and governance requirements. Includes a practical implementation roadmap and cost-benefit analysis tailored for SMBs, with insights from Oflight Inc., a Shinagawa-based IT consultancy.

Software Development

Claude Code Complete Guide 2026 — The New Era of AI Agent Coding

Claude Code by Anthropic is an agent-based development tool that autonomously codes by understanding entire codebases. Available via CLI, IDE, Desktop, and Web. Complete 2026 guide covering Opus 4.6, MCP, Agent Teams, and advanced features.

agent-desktop Explained: Vercel Labs' Computer Use CLI for AI Agents, No Screenshots Needed (2026)

agent-desktop is Vercel Labs' Apache-2.0 CLI for AI agents to operate desktop apps via accessibility trees, no screenshots. 1.0 shipped Oct 28; MCP in 1.2.0.

Holo4 Requirements: VRAM & GPU for 35B-A3B (Apache-2.0) [2026]

Holo4-35B-A3B (Apache-2.0) needs ~20GB at 4-bit and ~80GB in BF16 (estimates): RTX 4090/5090 or a 32GB Mac. vLLM and GGUF setup, API cost. Updated Oct 2026.

Manus Studio (Desktop App) Explained: My Computer for Local Files, Remote Control from Your Phone, Supported OS, Pricing, and Cautions [Manus 2.0]

Manus Studio, the Manus 2.0 desktop app, works with local files and apps and takes commands from your phone. Apple Silicon Mac and Windows, from $20 a month.