The library
Working papers, doctrine notes, and the thinking behind the platform. Written for operators, not for search engines.
The Operating Surface
On the future of human-centered AI: why the interface between human judgment and machine preparation is the defining design problem of the decade.
Why agents must propose
The case for the approval gate as an architectural invariant, and what goes wrong in systems that skip it.
Read → PaperThe economics of sovereignty
What local-first inference actually costs, what it saves, and where the crossover point sits for a 20 to 60 person firm.
Read → NoteThe Portability Promise
Full text of our anti-lock-in commitment, including export formats and the exit runbook.
Read → NoteReading an approval trail
How the permanent record works, what it captures, and how firms use it for compliance and client assurance.
Read → GuideIs your work pack territory?
A self-assessment for any track: the signals that recurring work, at home or at the office, is ready for agent preparation.
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