How we build

Our Principles

Simple for the person using it. Governed underneath.

Start with the human need

People should be able to explain the outcome they need in ordinary language.

Software governs what happens

Conversation helps understand intent; validated structured state controls product action.

Capability does not equal authority

Technical ability never bypasses platform, Specialist, lifecycle, account, permission or safety boundaries.

Make important choices explicit

Deploy, configure and activate are distinct. Sharing and delivery choices do not happen silently.

Evidence outranks confident completion

Uncertainty and limits must be represented; weak evidence is not padded into a polished answer.

History remains reconstructable

Material state and work are tied to the applicable Bro, configuration and exact Specialist Version.

See the principles in the product flow.

Learn how a Specialist becomes a Draft Bro and when it becomes eligible to work.

How a Specialist works