Build. Observe. Document. Repeat.

Published the eight-experiment program with individual experiment pages.

Question

Does making the methodology explicit change how the work is judged?

Next step

Add observations to each experiment page as testing begins.

Drafted a record model carrying per-field source and timestamp.

Question

Which fields justify verification cost?

Next step

Render the same record across three surfaces.

Sketched a city-scale entity and relationship model.

Question

Which relationships change retrieval outcomes?

Next step

Build one city and compare against flat listings.

Outlined a tool surface for entity, geographic and record queries.

Question

What is the right unit of response for an agent?

Next step

Write example agent transcripts against the draft surface.

Defined the read/act boundary for a record-aware agent.

Question

What should an agent never do on a business's behalf?

Next step

Prototype record-backed agent tasks.

Modelled the nation → state → county → city hierarchy explicitly.

Question

How are boundary-crossing places represented?

Next step

Route entity retrieval through the hierarchy.