aiohuman — a workshop with a window

Most people meet AI in a chat window. This is what’s beyond it.

Behind these words, Edmonton is assembling itself from 412,955 public property records — one person and frontier AI models, running real systems at what used to be team scale. Every claim here carries its receipt.

Open Lab 01 — play, scrub, switch to value view

Animated map of Edmonton drawn from 412,955 property records, appearing in build-year order from 1880 to 2026. Currently showing 412,955 properties up to year 2026.

Start here — leave with something

  • Find your rung

    Six rungs from casual chat to self-extending systems. Locate yourself in two minutes and see exactly what the next rung looks like.

  • See a site that runs itself

    An engine that reads real search demand, grounds every page in 400,000+ market records, and largely writes itself — the pattern any expert business can run.

  • Stop asking for ratings

    Why head-to-head choices beat star ratings at capturing what people actually value — usable on anything you build or buy.

The scale one person now runs — measured, not claimed

Days the workshop has been running
216Days since the first daily working log (2026-01-25).
Daily working logs written
153Count of dated daily log files in the shared workspace.
Projects active in the last 30 days
15Distinct project repositories with at least one commit in the trailing 30 days.
Public products live
2Deployed surfaces reachable by the public today. Only already-public products are counted or named.
Lines of original code under management
over 365,000cloc across git-tracked files in project repositories, source languages only (data and markup formats excluded); floored to the nearest thousand.
Records under active management
over 700,000Sum of rows across the production datastores the workshop maintains, floored to the nearest hundred thousand. The total is published; its composition deliberately is not. Not independently verifiable.

Measured by the workshop, stamped 2026-08-30 at build time — not typed by hand, not yet independently auditable. The numbers · how they’re made

The loop — where each project sits

1 Inventory

  • studio musicresting

2 Distill

  • market baseresting

3 Build

  • aiohuman.comactive this week
  • preference intelligenceresting
  • probability trainerresting

4 Rank

Shipped & looping — back through the cycle

  • bestyeghomes.comactive this week
  • mended.caactive this week
  • partner surfaceactive this week
  • living catalogueactive this week

States are derived from real activity, stamped 2026-08-30. Unnamed entries are private builds — described by what they do, deliberately not by name.

The pages of this site arrive as they pass their own quality gates — nothing ships before it can carry its receipt. The colophon explains the whole mechanism, including what isn’t true yet.