AI Playbook

AI in My Creative
& Dev Workflow

AI as creative infrastructure — not just using tools, but building AI-powered tools that multiply output across design systems, video production, and frontend development.

Creative Production Pipeline

Modular Video Ad System
5
hooks
×
5
content
×
5
CTAs
×
5
scripts
=
100+
variations
1

Creative brief as input

2

Generate modular script components like hook and CTA

3

Generate screenplay options for each script component

4

Mix-and-match any combination

5

Create final ouput compiling generated videos and audios

Video Brief Development
From concept to generation-ready documentation
Scene-by-scene breakdown with timing
Complete visual asset lists per scene
Narration scripting and direction
Music and sound design mapped for generation
Generation-ready image and video prompt direction

Shipping Product

Regular frontend contributions while building all of the above.

0commits

across 4 production codebases

+0

lines added

-0

lines removed

Plus: AI-generated coloring sheets in Creator Studio for SEO landing pages.