OutfitMaker.ai
LiveYour closet, finally smart
Meridian Build is a solo operation run by Marco. I design, build, and ship software products from first commit to paying customers. Currently focused on AI, SaaS, and tools that solve real problems for real people.
Wrapping OutfitMaker's six external API calls in circuit breakers was the easy part. Making breaker_machines actually trip — and actually survive a worker restart — took two monkey patches and a lot of reading the gem's internals.
Replacing OutfitMaker's virtual try-on engine looked like a service-object swap. It turned into a same-day cascade of five fixes, including discovering the Gemini API I was already using can't return images.
Two turbo-frame elements with the same id, one HTTP response, three dead features in OutfitMaker. No exception, no Honeybadger hit, no console error. Just a click that did nothing.
I write about what I learn while building these products. Technical deep-dives, honest numbers, and lessons from shipping solo.