AI Social Media Content System: Short-Form Production & Growth
Fully automated pipeline from brief to published post — the system behind @bydanielcho.
Challenge
One creator, four platforms, a full-time job. Every video needed a script in a consistent voice, a thumbnail, a title, and a publish slot — hours of production work per post, done in the evenings after work.
Solution
A pipeline that runs the whole line: brand-voice scripting, an algorithm-aligned publishing calendar, automatic YouTube title filling at compose time, and a watcher that sets Shorts thumbnails through the API the moment an upload lands.
Impact
Publishing runs while the founder is at his day job. Every post ships branded and on schedule, and the marginal cost of a video dropped to the filming itself.
The Stack
Claude
YouTube API
Metricool
LaunchAgents
OBS
Project screenshots coming soon
This system runs in production today — walkthrough visuals are being prepared.
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