How Computer Use Actually Fails: A Field Report

By C.W. Jameson · Published 1 March 2026 · Last reviewed 1 March 2026

The modal failure mode is not the wrong click. It is the agent deciding the task is done when it is 70% complete.

Six months of running Anthropic's computer-use API in production: the failure modes, workarounds, and realistic expectations.