One story, three drafts: How an editor works with AI agents across channels

If you run the website, WeChat, Xiaohongshu and overseas social channels, you may know this kind of day.

The topic was settled in the morning: a feature in a new product is finally ready. You know why it matters and what you want to say. By evening, you're still working on the third version. The website article needs room for the explanation and use cases. The visual post has to catch someone's eye in its first few slides. The English draft needs a different way in for readers who lack the Chinese context.

It's one story, written three times.

Where does the time go when one story needs several versions?

The work continues after the first draft. Look back at the day, and typing may be the smallest part of it.

The same point needs telling to different readers. A website visitor may stay for the explanation; someone scrolling social media may move on quickly; an overseas reader may know nothing about your product. On each channel, you have to ask again: why would these readers care?

Direction and style get explained again. Last week's request to “use fewer adjectives and show more real uses” has to be repeated for this week's piece. Sources sit across chats, documents and screenshots, so you gather them again before writing.

Edits stay with one piece. You fix a paragraph, then see the same problem in the next draft.

That time spent repeating context and decisions could go toward judging what deserves to be written and published.

A marketing lead who also serves as editor

One of our users leads marketing at a hardware company and serves as its content editor. Topic selection, writing, adapting pieces for different channels and final review used to fall on one person.

The content-operations case describes the earlier routine as “one person writing each piece ad hoc.” Topics were scattered, and the same idea had to be explained again for each new platform and audience.

The lead then built an AI COO in CogineWork to coordinate three other agents for strategy, writing and distribution. The team now prepares long-form, visual and English drafts around one topic each day.

An AI COO coordinates; three agents each own a stage

The roles in this content operation are clear:

1. The strategy agent defines the audience, point of view and materials needed, then prepares a content brief.
2. The AI COO reviews the brief before passing it on.
3. The writing agent drafts from that brief.
4. The distribution agent adapts the work for each channel before it reaches the editor.

Each version starts from the same task brief. With the audience, point of view and sources set out first, the long article, visual post and English draft share a common basis. The editor does not have to repeat the context for every version.

As the editor put it:

“It isn’t one agent writing everything in a single pass. The finished piece comes from several roles working together.”

That division also gives the editor a place to send revisions. A problem with direction goes back to strategy; a problem with wording goes to writing; a channel adaptation goes back to distribution. The editor can name the problem and carry the feedback into the next task.

What does the editor still decide?

The AI COO did not take the editor out of the process. Four decisions still sit with that person.

Direction. What to cover today, and from which angle, depends on what the company wants its market to understand right now.

Headline. The headline sets the tone in which the brand speaks. The editor chooses among the candidates.

Revisions. Feedback shapes this piece and becomes part of the rules for later tasks.

Final review and publication. A person decides what goes out under the company's name.

Agents prepare and execute the work; the editor judges and signs off.

Each revision gives the next piece a better starting point

An easy detail to miss in this case is what happens to the editor's feedback.

Style notes are written into the rules for later tasks. The sequence from topic to final review also grows more settled through use. A request that once had to be repeated for every piece can become part of the next one's starting point.

For the content lead, the work begins to shift from rewriting each version toward refining the way the team works.

Try it with something you actually plan to publish

Pick a real topic, name two audiences and the channels you plan to use. Have the agents start from a shared brief, produce the drafts and channel versions, then bring them to you for revision and final review. Take the first attempt as far as editable drafts; don't stop at the brief.

Check whether the versions make the same central claim and whether your edits reached the relevant files. On the next similar topic, see which instructions no longer need repeating. You can read the editor's full case, then use the getting-started guide to try it yourself.