Use case · Content pipelines
One brief in.
Eleven assets out.
A launch is one message wearing eleven outfits — a post, an email, a changelog, eight translations. Swarms cuts them all from the same fact-checked cloth, at the same time.
Every launch asset is a copy of a copy. The email paraphrases the post, the translations paraphrase the email, and by the eighth handoff the product does things it never did. A pipeline has no handoffs — every asset descends from one fact-checked source.
8:12 AM
The brief lands.
The review is at eleven. A content lead pastes the launch brief and files one API call instead of eleven briefs to eleven people. Note the third task: one worker exists only to check claims against the changelog — the reviewer that never skims.
POST /api/v1/swarms{ "objective": "Launch kit for the new audit-log feature", "tasks": [ "Draft the announcement post from the brief", "Edit the draft against the style guide", "Fact-check every claim against the changelog", "Localize the approved copy — de, fr, es, ja, pt, it, ko, nl (one worker per language)" ], "aggregatorTask": "Assemble one launch kit; flag any asset that drifts from the source copy", "budgetUsd": 3.00}8:14 AM
Eleven writers, one voice.
Draft, edit, and fact-check run as a chain. The moment the English copy is approved, eight localization workers take it simultaneously — each with the brief, the glossary, and the style guide attached. Japanese doesn't wait for German.
The whole run sits under a hard $3.00 ceiling. If any worker wanders, it stops at its share of the line — the kit degrades gracefully instead of the bill surprising anyone.
one call · four workers · one answer
8:45 AM
The kit comes back assembled.
The aggregator merges everything into one kit: post, email, changelog entry, eight locales — every asset built from the same approved English source, so nothing drifted in translation.
One flag on top: the draft claimed “2× faster exports,” and the fact-checker couldn't find it in the changelog. The claim is flagged, not silently shipped.
launch-kit · 11 assets
10:50 AM
The 11 AM review reviews, instead of writes.
The content lead walks in having done the only part that needed a lead: killing the unproven claim and sharpening one headline. The meeting approves a finished kit instead of scheduling the work to make one.
the division of labor
The agency quote for eight locales was $2,400 and ten business days. This pipeline ran 33 minutes and cost $2.71 — and the fact-checker was the only reviewer who actually read the changelog.
0
languages, localized in one pass
0 min
brief to finished launch kit
$0.00
total, ledgered to the second
The same shape, everywhere
Anywhere one message needs many faithful versions, a pipeline wins.
Weekly newsletters
Research, draft, edit, and subject-line variants — the same assembly line, every Thursday on a schedule.
Docs from changelogs
Every merged release note becomes an updated guide, checked against the actual API surface.
Social variants
One announcement cut for five channels — lengths and tones differ, the facts never do.
SEO refreshes
A worker per stale page: re-verify claims, update numbers, keep the voice, flag the rewrites.
Case-study drafts
Call transcript in; structured draft, pull quotes, and a fact-check against the contract out.
Style-guide enforcement
Every outbound asset scored against the guide by an evaluator that never gets tired of it.
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