Resources
Field notes on rendering at scale.
The decisions that separate an image-generation demo from production infrastructure, written by the team that runs it.
- ·7 minRead →
How to generate images from an API: a practical guide
Templates, payloads, caching and throughput, the parts of an image-generation API that actually decide whether it survives production.
- ·6 minRead →
Bulk ad creative without a design bottleneck
The model wants twenty variants per ad set. The design team can build five. Here is how to close that gap with a template and an API.
- ·5 minRead →
Why your image pipeline should cache deterministically
Most of the images you generate are not new. A cache that understands that is the cheapest performance win in the stack.
- ·6 minRead →
How to generate certificates in bulk from a spreadsheet
Course completions, event attendance, employee awards — every certificate is the same design with a different name. That is a render, not a design job.
- ·6 minRead →
Automating product and listing images for e-commerce
Your catalogue already knows the price, the name and the photo. The only missing step between the feed and the finished image is a render.