Computer Use Agents: Current State and Limitations

By C.W. Jameson · Published 20 July 2025 · Last reviewed 20 August 2025

Computer use agents are impressive in demos and unreliable in production. Here is the current honest assessment.

What computer use agents can actually do in 2025: GUI navigation, web automation, file management, and known failure modes.