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.

Notes from the first days of building an agent that qualifies leads by phone and hands the warm ones to a sales team.

How a QR-code WhatsApp API works: scan to connect, receive an API key, send messages from your own software — plus the limits to know first.

How a WhatsApp webhook works, what to do when a message arrives, and how it grows from auto-replies into a WhatsApp CRM.

Have a project in mind? Let's talk.

Tell me what you need — a website, a custom system or an automation. I will reply within one to two days with an honest answer and a clear next step.