The YouTube engine — a channel that grew 4.8× with nobody watching the dashboard
LIVE content pipeline observed A fully unattended pipeline that sources public-domain film, writes a retention-engineered script, narrates it with an on-device neural voice, animates and captions it, gates it against silent-audio defects, and publishes to YouTube twice a day.
- views, 28 days
- 19,521
2026-07-31
- views, lifetime
- 22,826
2026-07-31
- videos published
- 68
2026-07-31
- subscribers
- 31 (+26 in 28 days)
2026-07-31
- minutes watched, 28 days
- 3,762
2026-07-31
- average view duration
- 22 seconds
2026-07-31
- subscriber conversion
- 0.13% (26 subs / 19,616 views) — recorded as a WEAKNESS, not a win
2026-07-30
- growth attributable to REMOVING a producer
- 4.3× subs and 4.8× views in 8 days, starting the day a second producer was switched off
2026-07-31
www.youtube.com/@BrokeToBuiltai↗ www.youtube.com/feeds/videos.xml?channel_id=UCsPI0xlTw1b54zaDZupZnog↗ cited: lordbasilaiassistant-sudo/publicdomainian-factory (private, Python) — pushed 2026-07-31 · broketobuilt/company/fleet.json — 'publicdomainian-scheduler' cf-cron, crons ['0 14 * * *','0 22 * * *'], status live · broketobuilt/company/venue-digest.json — {subs:31, totalViews:22826, videos:68, views28d:19521, minWatched28d:3762, avgViewSec:22, subsGained28d:26}
the write-up
Two independent pipelines were publishing to the same channel and colliding. One was retired; within eight days views went up 4.8×. The cause was identified from the handover date, not guessed — and the resulting rule ('do not restart a second producer') is now written into the ledger so no future session undoes it. The same lane carries an unglamorous safety story: a published short once shipped with no voice because the old guard checked for an audio stream rather than a VOICE, and the music bed made a silent clip measure loud. The fix measures the isolated voice track before the music is mixed in, and both renderers now refuse to mux without it.