in10x

in10x / lab / agent-written-articles

10 articles researched and written by agents

done Aug 2026 to Sep 2026 · Read the articles

The question. Can a team of agents research and write sourced, in-depth articles that pass a strict quality gate?

what I built

4 research agents, then 10 writer agents, then an edit pass. A quality gate checked banned words, at least 8 sources per article and every link.

Claude agents · Next.js · Markdown · headless Chrome

what happened

  • 10 of 10 articles passed the gate, with 10 to 19 sources and 2,400 to 3,200 words each.
  • The edit pass removed more than 370 em dashes, a common sign of AI writing.
  • The research corrected one of my own claims about click prices.

what broke

  • A usage limit stopped all 10 writers halfway.
  • Two writers kept working after the commit, and their changes had to be rolled back.

decision

Background agents must be finished before the edit pass and the commit.

Every number on this page comes from the project's own logs, analytics or database. Back to the lab.