An ad studio that renders batches
A browser-based ad studio plus a Python batch renderer that turns a copy pool into a varied, contrast-checked batch of social ads for any brand profile on file.
InternalTooling2026-09
What was done
One renderer drives both the interactive studio and the headless batch path, so what is tuned by hand and what is generated at scale cannot drift apart.
What was measured
24layouts
27gradient styles
4,883lines of Python
2,057lines of Malay copy pools
3,219lines of operating manual