34
pieces published — stories, wires, briefings, data desk
Proof / The system behind Satoshi Gazette
One working example.
Inside Satoshi Gazette.
Satoshi Gazette is a MaydaLabs-owned Bitcoin publication with independent editorial standards. This is a look at its software and editorial workflows, not a client result or a requirement for your business to work the same way.
Figures as of 2 September 2026.
The numbers
100%
of publications passed a human approval before going out
44
editorial control cases tracked through the pipeline
454
automated tests on the operating system behind it
11
treasury-desk entities, each verified against a regulatory filing or audited report
0
external actions ever taken without an approval — by design
The pipeline, honestly split
Seven stages. The machine does the volume; a human owns every consequence.
- Intake machine
Feeds, newsletters, and submitted signals are fetched, normalized, and de-duplicated automatically. - Triage machine + rules
Deterministic scope and duplicate gates decide what becomes an editorial candidate. - Drafting AI
Candidates are drafted by AI, grounded in the publication's charter and the collected sources. - Evidence rules + human
Every claim is linked to a source with a role — primary, supporting, background, counterpoint — or it cannot publish as fact. - Approval human
Nothing publishes without an explicit, recorded human approval. No approval means no external action. - Publish machine
Approved pieces are inserted idempotently; the live site is the source of truth. - Reconcile machine
Distribution is verified against public URLs — a post counts as posted only when the public record proves it.
Try the gate
The machine drafted this. It can't do the next part.
A local demo — nothing is sent anywhere. Notice the one claim without a source: it's marked, and it stays marked.
Draft · machineDRAFT
Corporate treasury desk: two new filings this week
Claims in this draft
- Company A disclosed additional BTC purchases in an 8-K filing.sec.gov/…/8-K
- Company B's quarterly report lists BTC holdings at cost basis.sec.gov/…/10-Q
- Analysts expect further purchases next quarter.unverified — will not publish as fact
Waiting for a human. The AI has no publish authority.
Ledger
No external action recorded.
In production the ledger entry carries the approver, the timestamp, the piece id, and — after reconcile — the public URL.
The two rules that make it trustworthy
Source-linked or unverified
If a claim has no source URL, it is marked unverified and does not publish as fact. This is enforced by the pipeline, not by good intentions.
No approval, no external action
The AI can draft, sort, and prepare. It cannot send, publish, or spend. Ever. The approval surface makes review take minutes — but the click is always human.
What can carry over to your project
Source tracking, connected tools and human review can also be useful outside publishing. We start with your actual process, then scope the software or automation it needs. This example demonstrates implementation, not a promise of the same results.
Satoshi Gazette is a MaydaLabs-owned publication with independent editorial standards; its coverage is never for sale, including to our clients.