Public, source-backed maps for decisions where being wrong is expensive. Eight atlases, one unified data catalog, every fact provenanced.
● Don't trust us — verify us →● How the data is made — & where it stops →● What we know is wrong →● What we're bound to (the charter) →● The institution, by the numbers →● For agents: cite & verify →
Written the moment it got too big to see. A new atom of knowledge — a claim that carries its own warrant — and the institution that falls out when you refuse, every single time, to flatten it. Click the number; watch it get clothed.
CMS reports how often patients actually got better at walking — per agency. A lemons market un-broken, a difference-in-differences you can re-run, a bell curve that became its own page type. The give-a-fuck × data × graph that summoned a new organ.
22,059 ACA marketplace plans — every issuer, metal tier, and benefit, structured for comparison.
5,432 hospitals with CMS star ratings and outcome measures. Compare, never diagnosed.
Storm exposure + FEMA mitigation by state — $4.5B in damages, joined to the federal record.
193 LSC-funded legal-aid providers — the free-path referral directory, by service area.
10,000 FDIC-insured institutions — verify a lender's charter and insurance before you trust it.
1,000 GLEIF legal entities — registration status for counterparty due diligence.
The answer surfaces as plain CSV files — ACA plans, hospitals, NRI risk, lending disparity, lenders, legal aid, entities, wages, vendors. Public-domain, downloadable.
An honest, slightly unhinged walk through all ~313 tables — the crazy gold surfaces — and a stepping-back on what this actually is. Meant to be heard.
Every atlas, every bronze/silver/gold layer, every serving surface, and what's blocking what — read live from the catalog. The at-a-glance truth.
VPS vs container vs Modal vs serverless — the runtime decision, every option weighed, and how singulariki gets off local-only staging.
The full architecture. Eight atlases, the medallion, the repeatable stamp, and everything we proved tonight — real data, honest tags.
The meta-meta. Why two atlases is a couple of lily pads, why the stamp changes everything, and what the other side feels like.
The revenue surfaces, the citation flywheel, the agent economy, and what all of it means — tangibly — for the money, the family, the farm.
Everything the loop delivered. 76 real datasets fetch-tested across four territories — 52 open, 24 gated, zero assumed. Left to right, top to bottom.
Every bronze/silver/gold table mapped and status-tracked (289 of them), the medallion, the Dagster loop — and the actual exponential equations, not the linear lie.
An affectionate 4,000-word roast of the real 172-node asset graph — featuring gwas_to_iwas_to_dwas, the cult of _to_work_context, and survey_booklet_locations. It's funnier than it sounds. It's real.