The ResearchYou
You scroll until something sparks and call it research.
Case Study 03 / 09
Content Engine
I run this one for my own channel, @buildingscaling. The system researches, ideates, and scripts. I pick the ideas worth filming, and I'm still the one on camera. The take never got delegated; everything around it did.
06 Steps Before
02 Stay Yours
The Record · @buildingscaling on Instagram
01The Workflow, BeforeEvery badge is you
The IdeasYou
Ideas arrive in the shower and die in a notes app.
The PickYou
You pick whatever still sounds good on filming day, which is whatever you can remember.
The ScriptYou
You write the script right before you film, because that was the only slot left.
The ShootYou
You film it again because the first take wandered.
The PublishYou
The caption gets written at the last minute, and one heavy client week puts the channel to sleep.
02The Same Workflow, Running on AgentsSame steps, new owners
The ResearchAgent
The research runs without you: what's working, what's tired, what the comments keep asking for.
The IdeasAgent
Ideas arrive as a written list, hooks and angles attached.
The PickYou
You pick the ones worth your face.
The ScriptAgent
Scripts come back drafted in your voice, shaped by what already worked.
The ShootYou
You read it once, cut anything that doesn't sound like you, and hit record.
The Hand-Off · Everything before the camera is the machine. Everything on it is you
The PublishAgent
After your edit, the post leaves finished: caption written, format set, slot queued.
03The System MapYou sit outside the loop
Researcher
Angle Finder
Scriptwriter
Publisher
The Factory
The Pick and the Take
YouOutside the loop
04The ArtifactsWhat the factory produces
The Idea List01 / 02
The Script02 / 02
05What Stays Yours
-
You
The take. The system finds angles. The opinion is yours.
-
You
The face. You're still the one on camera. That's the asset.
-
You
The kill. Anything that doesn't sound like you dies before it films.
-
You
The edit. No agent cuts your footage. That grind is still yours, and this page won't pretend otherwise.
06The Verdict FrameWhat a session would call this
In a session, this workflow gets one of three verdicts: automate it now, fix it manually first, or leave it alone.
A content engine earns "automate it now" when you already know what works and you're just not making enough of it. If nothing has landed yet, it's "fix it manually first": you post by hand until something works, then the machine gets built around the winner. And if you don't have takes you're itching to say out loud, leave it alone. An agent can't manufacture a point of view.
Sixty minutes. The spec for this, written live.
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