I added barcode scanning to my AI pricing app – 92% cheaper per scan
Barcode scanning cuts identification costs by 92% compared to vision models.

Real warehouse tool after 5 rewrites; competes with TraceLink and Manhattan Associates.
Ecommerce warehouse operators and fulfillment teams
Stitch Labs · ShipBob · Shopify Fulfillment Network
I rewrote it 4 times (Blazor Server -> Blazor WASM + Asp backend -> React + Node -> Ruby on Rails - Ruby and Rails are both awesome btw.) and kept telling myself I was “improving the architecture” when I was really avoiding release. I also spun up a few side projects in that period and shipped none of them.
This is the first one I finally pushed live.
It’s Upzone, an inventory app for ecommerce warehouse teams: receiving, bin locations, pick/pack/ship workflows, and Shopify/Amazon/... sync. Built on Rails 8, which has been genuinely great to work with. A QuickBooks integration is also coming
If you run ops or warehouse workflows, I’d love literally any kind of feedback:
Barcode scanning cuts identification costs by 92% compared to vision models.
Beats manual SQL macros at flattening nested JSON for dbt pipelines.
Inventory management as combat is clever, but early demo has bugs.
Niche dashboard for Claude Code updates when GitHub releases already exist.
Sleek iOS tracker in a sea of Goodreads clones with shelf-scanning.
Self-serve CDC when Fivetran and AWS DMS already dominate this space.