Teardown No. 28 · Video

How Bryan Collins uses Claude Code as the producer for his 861-video YouTube channel

Bryan Collins has 861 videos on his YouTube channel, and most were published years ago with old titles, boilerplate descriptions and dead links. He connected Claude Code to the YouTube API. The agent audited the catalogue against 12 months of search queries, rewrote 23 titles and descriptions, sorted videos into playlists, found 100+ videos with dead links and scheduled three weeks of uploads. New videos now go through the same agent after he records and uploads them.

Bryan CollinsVerified Oct 16, 2026Markdown copy

The problem

Bryan has 861 videos on the channel. “Most were published years ago. Old titles. Boilerplate descriptions. Dead links everywhere.” He says “Fixing that manually would take weeks.”

The blueprint (as he describes it)

Cleaning up the back catalogue

  1. He connected Claude Code to the YouTube API.
  2. Claude Code audited every video against 12 months of real search queries.
  3. It rewrote 23 titles and descriptions “based on what people actually type”.
  4. It sorted every public video into the right playlist.
  5. It found 100+ videos with dead links and queued the fixes.
  6. It generated thumbnails with his face, using an AI persona he trained on 3 headshots.
  7. It scheduled three weeks of uploads for 9am US Eastern.

Publishing a new video

  1. Bryan records and uploads.
  2. Claude Code pulls the transcript.
  3. It offers him 3 title options backed by search data.
  4. It writes the description and chapters.
  5. It makes the thumbnail, picks the playlist and schedules the video.

Stated results

  • 23 titles and descriptions rewritten.
  • 100+ videos with dead links found, with fixes queued.
  • Every public video sorted into a playlist.
  • Three weeks of uploads scheduled for 9am US Eastern.
  • No views, click-through, search traffic or time-saved figures are stated.

Caveats

  • This is Bryan’s own newsletter post. The headline hedges: “Claude Code is my YouTube channel producer. (Well, almost.)”
  • The post includes affiliate links for Grammarly and Lovable (“Both affiliate links.”). The page also offers a free guide, “101 Prompt Engineering Templates”, in exchange for a newsletter subscription.
  • The post does not name the source of the search query data or the tool behind the AI persona used for thumbnails.
  • The dead-link fixes were “queued”. The post does not say whether they were applied.
  • For new videos, Bryan chooses from 3 title options. The post does not say whether he reviewed the 23 rewritten titles before they went live.
  • Bryan links a full walkthrough video on YouTube. This teardown covers only the written post.
  • X: Unverified not checked.

Sources

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