What Is Software-for-One?
What does “software-for-one” actually mean, and how is it different from building software for a …
Articles & Insights
I learn and document as I go. This blog documents what I build, what I break, and what I learn along the way - from backend logic to AI experiments.
From Overwhelm to Ownership: The Story Behind Building MTDify
If you had told me a year ago that I’d end up building a full bookkeeping application and that I would purposely avoid turning it into a hosted SaaS - I probably would have laughed. I’ve built websites for years, developed tools, taught workshops, and handled my fair share of …
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Understanding Local-First Sync
When software stores data on your device first and treats remote servers as optional, something …
Building Offline Apps with Python and Django
Can Python and Django be used to build genuinely offline-first applications, and what does that …
The Journey from Offline-First to Local-First
Many developers arrive at local-first through a familiar path. They build an application that works …
The Benefits of Self-Hosting for Small Businesses
Self-hosting has a reputation problem. It sounds technical, expensive, and risky. For most small business …
When Offline-First Is the Right Choice
How do you know whether offline-first software is actually the right approach for a project …
Why Offline-First Matters for Privacy and Control
Why does offline-first software offer more privacy and control than cloud-based tools—and does that really …
What Is Offline-First Software?
What does “offline-first” actually mean, and why would anyone choose software that doesn’t rely on …
Free Stock Images of Diverse Women Available to Download
If you have ever searched for stock images of women and felt frustrated by what …
The Freedom of Building Without Feature Requests
What actually happens when you stop accepting feature requests—and why does it change the way …
Why Building for Yourself Creates Better Software
Is building software “just for yourself” really a serious approach—or is it a shortcut that …
Why I am adding local-first development to my work
For years, my work has centred on helping creators and small businesses build a home …
From Personal Tool to Product: When to Share Your Software
How do you know when a personal tool should be shared—and what actually changes when …
Getting Started with Self-Hosting: A Practical Guide
Self-hosting does not require a computer science degree. It does not require expensive hardware. It …
Tools You Can Run Yourself
Today I wanted to focus on writing about tools you can run yourself. I want …
Local-First vs Cloud-First - Key Differences
The software industry has spent the last decade shifting toward cloud-first design. Everything moved online: …
How AI Enhances Independent Web Development
When I first asked ChatGPT to come up with an outline for an article on …
Building the Mini eCommerce Builder System
As I learned Django, most of my progress came from repetition. Immediately after completing my …
What Goes Into a Business PDF
Do I need to include images in my PDF?Yes, but carefully. Images should support the …
What Are Self-Hosted Tools?
There has been a massive increase in ongoing subscription plans from platforms and third-party dependencies. …
Cluster Pages & FAQs: Building Trust Through Content
Every business wants to be found online, but too often websites end up as a …
How I Learn Django With AI (My Current Workflow)
After finishing my first full Django site, Stream English, I realised something important - I …
How I Investigate Django Errors Without Panic
I used to dread seeing the white screen of doom. The Server Error (500) page …
Behind the Frontend: My Tailwind v4 and Template Setup
Structure matters to me, and not just in the backend, but in how things look …