The system
A media company that produces itself.
Most creators trade hours for content. I built a production system instead: AI agents on dedicated Mac hardware that turn two daily live shows into articles, clips, and distribution — automatically.
The daily pipeline
01
Live shows air
Two daily live broadcasts — Birds 365 and The National Football Show — stream to YouTube every weekday.
02
Local transcription
Every broadcast is transcribed on-device with Whisper running on Apple Silicon GPUs. No cloud costs, no rate limits.
03
Video is cut and routed
Segments are cut from full shows and routed automatically — long-form to the main channel, clips to the discovery channel.
04
Articles publish themselves
Show transcripts become written articles, published to jakibsports.com through a headless CMS — daily, without an editor.
05
I review, then build
The pipeline runs itself in about 90 minutes a day. My job is quality control and building the next thing.
Two agents in production
Not a demo — a working crew. Each agent runs on its own Mac mini with its own memory, credentials, and responsibilities.
Otto
Strategy & operations
Show prep, research, news monitoring, the article pipeline, and communications. Has shipped 165+ published articles.
MAX
Video production
The full video pipeline across multiple YouTube channels — downloading, transcribing, cutting, thumbnails, and uploads. 56 videos shipped in week one.
Built with
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