Quality assurance · built in
The QA Layer
DEMO DOCUMENT. Every company, person, number, and quote here is demo content. Names marked * are not real people.
What this is: quality assurance is built into the brain itself — every piece of data going in and every output coming out gets fact-checked before a human ever reviews it. Nothing reaches the approval chain on vibes.
The three checks every output passes
- The scanner (deterministic). Banned terms, policy tripwires, unresolved slots, raw hex — a script with an exit code, not an opinion. It runs on every handover, automatically.
- The verifier fleet (independent). Fresh-context agents attack each draft across three lenses — rules, facts, voice — without ever seeing the writer’s reasoning, so they can’t inherit its assumptions. Every claimed number gets traced to its authority file; no source, no number.
- The human gate. Verdicts inform the owner→approver chain; they never replace it. Only a person promotes work to Approved.
An example run: six drafts, eighteen verdicts
| Metric | Value |
|---|
| Drafts swept | 6 |
| Verdicts requested / returned | 18 / 18 — counted, so a silent failure can’t hide |
| High-severity catches | 6 |
| Draft | Verdict | Headline finding |
|---|
| Contact page | FAIL | An invented “48-hour executive response” commitment — exists in no approved source |
| Company info page | FAIL | An unresolved template slot rendering in public copy |
| Leadership page | FAIL | The same 48-hour claim inherited — one edit clears both |
| Fact sheet | FAIL | An internal-only figure phrased as public fact |
| Welcome letter | FLAG | An unapproved superlative with no substantiation on file |
| FAQ | FLAG | A production note rendering in body copy |
Three humans had read these drafts in sequence and missed the invented commitment every time. Eighteen independent verifiers found it in one pass — with line numbers.
Why it works
- Fresh eyes: a checker never shares the maker’s context.
- Counted returns: the run isn’t done until every verdict is back.
- Unarguable anchors: the scanner’s exit code and the authority files settle disputes.
- The loop closes: fixes go back through the same gates until they pass — then, and only then, to a person.
Company Brain · Demo Library