The experience
How Shift, Neo, Studio, and Surf support different parts of a task.
A workspace for people and agents.
An account of how it works.
A useful agent needs more than a good answer. It needs context, ways to act, and a clear account of what happened.
This report introduces Shift’s product and system design: a native Mac workspace connecting conversation, browser assistance, editable work, and desktop automation.
It describes the architecture and its limitations. It is a technical account of a developing system, not a claim that the beta is finished or independently benchmarked against every alternative.
Open the PDFHow Shift, Neo, Studio, and Surf support different parts of a task.
Observation, action, state, and the feedback needed to keep an agent grounded.
What is implemented, what has been checked, and what remains to be evaluated.
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