A curated newsletter is mostly grunt work wrapped around a few minutes of taste. Somebody has to read a week of feeds, save the good links, write a tidy sentence about each one, put them in a sensible order, and paste it all into the editor before deadline. The taste is the valuable part. The reading and pasting is not.

A curation agent takes the grunt work. It reads the sources you trust, collects candidates, clusters them by theme, drafts a short summary for each with a link back, and stages a draft issue in beehiiv. It does not press send. The editor still chooses what makes the cut and what gets dropped, which is exactly where a human should spend the time.

What this agent does

On a schedule, the agent pulls new items from your sources, deduplicates them, scores them against the themes your newsletter covers, drafts summaries, and assembles a candidate issue in beehiiv's draft state. You open the draft already two-thirds built and finish it with judgment the agent does not have.

It does not subscribe you to new sources on its own, scrape paywalled content, or publish. Those are deliberate limits. For the reasoning behind keeping an agent inside an approved boundary, see what an AI agent can actually do and how to limit agent actions.

Where it gathers content

Curation quality is a function of source quality, so the watchlist is something you own.

This is the same watch-and-collect pattern as competitor tracking, pointed at content instead of rivals. The agent reads what you told it to read and nothing else.

Selection and clustering

A pile of links is not a newsletter. The agent gives the pile shape.

The editor sees a structured draft, scans the clusters, and makes the cuts. That is a five-minute job instead of an afternoon.

Drafting summaries

Each summary is short, original, and linked. The agent paraphrases the item in a sentence or two, names the source, and attaches the link. It does not reproduce full passages, does not invent quotes, and does not bury the attribution. A curated item without a working link back is not a curated item; it is a liability.

Voice is the editor's call. The agent drafts in a neutral register and expects the human to add the spin, the joke, or the strong opinion that makes a newsletter worth opening. If your newsletter also includes original writing from your own material, that is the newsletter from notes pattern, which sits happily alongside curation in the same issue.

Staging in beehiiv

The agent assembles the draft inside beehiiv with sections, summaries, and links in place, and proposes a send time. It stops there. Publishing is a human action, and for good reason: a send goes to every subscriber at once and cannot be recalled.

Once a few issues have shown the curation rules are sound, you can let the lowest-stakes section auto-populate while keeping the final send manual. If your list has distinct segments, pair this with segmentation thinking so the right readers get the right edition. And if the same items feed your social channels, LinkedIn content drafting can repurpose the strongest pick.

Common mistakes

Frequently asked questions

Where does the curation agent find candidate content?

From the sources you point it at: RSS feeds, newsletters you subscribe to, a saved-links inbox, and accounts you follow. It does not crawl the open web blindly. You define the watchlist, and the agent reads it on a schedule, collecting candidates with the original link, source, and publish date attached.

Does the agent write the whole newsletter?

It drafts: short summaries of each item, a suggested running order, and section headers. It stages that as a draft issue in beehiiv. It does not hit send. The editor reads the draft, cuts what does not fit, fixes the voice, and publishes. The agent removes the blank-page problem, not the editorial judgment.

How does the agent avoid plagiarism and credit sources?

Every summary is a short, original paraphrase that links to the source, names the author or publication, and never reproduces full passages. The link back is mandatory, not optional. Curation that strips attribution is theft and a reputation risk, so the agent treats the source link as part of the item, not a nice-to-have.

Can it schedule the issue to send automatically?

It can stage the draft and set a proposed send time inside beehiiv, but the safe default is human approval before send. Once your curation rules have proven themselves over several issues, you can let lower-stakes sections auto-fill while keeping the final send as a deliberate human action.

How is this different from generating a newsletter from my own notes?

Curation assembles and summarizes other people's content into a digest with credit. Generating from notes turns your own raw material into an original piece. They are different jobs with different sourcing and attribution rules, and many newsletters use both: a curated links section plus an original intro you write.

Three takeaways before you close this tab

Sources