Journal

Notes from building.

What I learned, what went wrong, and what I would do differently — written from the work rather than from a template.

Filter

Session normalisation, aggregation jobs and why a dashboard should never query raw events.

Order-based entitlement, two content formats, and the screen that matters most in a digital storefront.

Start from the process, not the tool — and always design the failure path first.

Design backwards from the visitor's question, and keep a small set of content patterns instead of a large component library.

What WordPress taught me that still applies, and what had to be unlearned to build real business systems.

Multi-division corporate content, three audiences at one front door, and the value of a single content pattern.

A case study is an engineering story, not an advertisement — here is the structure that keeps it honest.

Next step

Have something to build — or something to automate?

Tell me what the system needs to do. I will tell you honestly whether I am the right person to build it.