← All experiments

Automated Short Videos and Articles on 41 Topics

Running a 41-topic media operation from research to posting

Running privatelyPeriod 2026-01 – present

A pipeline that runs daily across 41 topics, from research to drafting short videos, articles, and posts, with its own entry points such as a diagnostic page. The media names and publishing accounts are not disclosed.

What AI handles

Researches 41 topics and drafts short videos, articles, and posts every day.

What a person decides

Only the judgment calls. The test is whether 41 topics can run that way.

Hypothesis

Even with 41 parallel topics, automating research and drafting leaves a human only the judgment calls.

Stack

Claude API / Cloudflare Workers