CFCanon FrameworksAI Infrastructure · Systems Architecture & GovernanceSee the evidence

Notes

Questions that keep coming out of the work.

These are current lines of inquiry, not claims of completed publication.

Cataloging and continuity

Why persistent AI environments need an account of what exists before retrieval and generation can remain coherent.

State in accelerated work

Why semantic completion and operational completion keep becoming confused as AI carries more of the implementation load.

Human capability

How more machine execution can coexist with more human understanding rather than less.

AI-native development

What changes when the person directing software development operates above the conventional code layer.