How I Learn Django With AI (My Current Workflow)
After finishing my first full Django site, Stream English, I realised something important - I …
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.
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 …
AI Search Readiness vs. AI SEO vs. AI-Powered SEO
Search is evolving faster than most business owners realise. A few years ago, SEO meant …
The Rise of AI Search: Why Businesses Must Focus on AI Search Readiness
Quick SummaryAI search readiness didn’t appear overnight. It is the result of a long evolution …
Format Content for AI (Make Your Website Easy to Digest)
You can have cluster pages, FAQs, and schema in place but if your content isn’t …
From High Street to AI Search: Winning Local Customers in 2025
You run a local business so you already know that the high street is not …
Apply Schema Markup (Make Your Content Machine-Readable)
Here is something most small businesses may not realise. Search engines and AI don’t “read” …
How To Write FAQ Snippets (Turn Questions Into Traffic)
If cluster pages are the backbone of AI search readiness, Frequently asked questions or FAQs …
How Local Businesses Can Get AI Search Ready
If you run a local business like a café, gym, salon, or dentist, you probably …
Build Cluster Pages (The Foundation of AI Search Readiness)
Most business blogs fail not because the content is bad but because it’s scattered. One …
Why Django (and Why I Kept Going)
When it came to learning backend development, Django wasn’t a choice. It was the only …
Organising My Django Blog for AI Search
Quick SummarySearch used to be about keywords. AI search is about connections. Instead of treating …
Behind the Build: My Django Backend Setup
I like structure. I like knowing where things belong and how they connect, which is …
What I’m Learning: From Astro to AI Tools
If there Is one thing that keeps me interested in development, its that there is …
When To Use Headless CMS
I had a productive chat with a potential client a few days ago who asked …
Building for AI Search Starts With Structured Data
Quick SummaryIf you want search engines and AI assistants to truly understand your website, structured …
The Benefits of Using PLR Products for Small Business Owners
Can I sell PLR products directly?Yes, depending on the license. Some PLR allows resale as …
Decided to Find Out What AI Search Readiness Actually Means
Over the last few months, I keep hearing about AI Search Readiness that sound half …
Corrison API
CORRISON
PDF Lead Magnets That Convert
Frequently Asked Questions: Lead Magnets That Convert Q: How long should a lead magnet PDF …
My Tech Stack May 2025
I build with a small but powerful stack - simple enough to manage on my …
What I Learned Setting Up VPS Hosting with Hetzner and HestiaCP
May and June 2025 have been busy months for me. One of the things I …
Why Service Businesses Should Package Knowledge
Quick Wins / Action Checklist Use this list to create your first PDF without overthinking …