Cohorts: recurring weekly recipe, not a new Omni board
schedule_workflow / series.
4 min read
Ghost/membership: series format, captions, no fake experts
Recipe plus captions.
4 min read
schedule_workflow writes a new episode; it does not re-post last week's file
Run a recurring video series is one agent job. schedule_workflow regenerates on a cadence. Scheduling the same MP4 is a different job.
3 min read
Speech Studio: style-lock before the batch
TTS style lock is the thing that makes 30 episodes sound like one show. Set it once.
6 min read
Part 2 inherits Part 1's audience
Finishing Part 1 is a strong interest signal, so Part 2 often arrives without search. Build a Part 1 that earns the handoff, then track their views ratio.
9 min read
Structure a back catalogue into seasons
YouTube Shows turn playlists into seasons, but grouping has to match how viewers arrive. A clustering method, plus the playlist metric to watch after.
9 min read
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