Credit-health prototype

What I did for the credit-health prototype

I was brought in to build a prototype of a system aimed at helping people deal with debt and improve their credit rating and overall financial health. The brief came with a clear spec; my job was to turn it into a working system that could scale beyond prototype if the project advanced.

The build:

• Laravel as a headless backend - exposing a clean API that the frontend could consume without coupling the two systems. Good fit for a domain (financial health) where the data model and business logic deserve a stable separate layer from the user interface.
• Vue.js front-end - separate codebase consuming the Laravel API, giving the team flexibility to iterate on the UX without touching the backend.
• Architecture sized for the prototype but flexible enough to scale - both for additional features (more credit-health flows, more user states) and for additional load if the service got picked up.

Why this kind of split makes sense

A headless backend with a separate front-end keeps the part that has to be correct away from the part that changes most. The financial logic and data model sit behind a stable Laravel API; the Vue front-end is a separate codebase consuming it, so the team could rework the prototype's UX as freely as they needed without touching the logic underneath. The same separation is what lets the architecture scale beyond the prototype.

How I would describe working together

Clear brief, well-scoped spec, and a finished prototype delivered against it. The client got a working system that met the brief and was built to grow rather than thrown together for the demo. Prototype work where the architecture is genuinely future-friendly is rare - most "prototypes" are written to be rewritten - but this one was built to last.

All case studies

This article was drafted with the help of AI to populate the page. I'm in the process of rewriting it - a principle I adhere to across all projects. AI produces boilerplate, not production-quality output.