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KOZALAK

Dan Koscielak koz-a-lakAI Content Creator

Pipelines

I don't automate, I collaborate. My pipelines aren't programs, they're conversations - I work with AI agents to build them, not just run them. Creativity and efficiency both get rewarded, and AI slop gets called out and cut the moment it shows up.

The Pieces of My Pipeline

Four phases, borrowed from film

01

Development

Story/Audience/Deliverables/Formats

What we are making, who it is for, what formats the deliverables need. All of it decided before a single token is spent - the one-page brief everything downstream points back to.

02

Pre-production

Model selection/Storyboards/Reference sheets/LoRA training/Music

Which models serve the project, and what they cost, shared openly. Storyboards iterated fast and locked. Custom models trained and approved. Music often gets made here too. Where token management pays off most.

03

Production

Generation/Dailies/Approve / re-shoot

Footage generated in ComfyUI from the locked references, master soundtracks built. Reviewed daily, approved or re-shot. Time and budget gate every generation, so the production never goes off the rails.

04

Post-production

ComfyUI → Resolve bridge/Edit/VFX / titles / sound/Grade/Render

Edit, VFX, titles, sound, atmosphere, colour grade, render. Rough cut, pre-final, final.