Uses

The tools I actually reach for, not the ones I think I should use. This is the stack behind OutfitMaker and everything else I ship as a solo developer.

Backend

  • Ruby 3.3 + Ruby on Rails 8.1. One framework, one language, one mental model. I run the latest Rails on a live product on purpose — here's how I did the Rails 8 migration with paying users without downtime.
  • PostgreSQL 16 with pgvector. The relational database plus vector embeddings for "find similar items" search, in the same Postgres instance.
  • Sidekiq + Redis for background jobs (the AI calls run async). Moving these to Solid Queue is next on my list, to drop one infrastructure component.
  • Devise for authentication and Stripe for subscriptions.

Frontend

AI

Testing

  • Minitest. I moved off RSpec — here's why.

Infrastructure & this site

  • Railway for hosting and deploys (push to git, rolling deploys, zero downtime).
  • This blog runs on Astro with hand-written CSS, deployed as a static site.

Want to see what I build with all of this? Browse the projects or read the blog.