Confidence through real experience
My Next Step
Helping people see what they can offer through everyday experience, then use it towards work, education or training.
Human purpose. AI-assisted building.
Your idea.
A real next step.
I’m Anthony. I build useful tools with AI, and share what I am learning along the way.
Different tools.
A shared purpose.
Help people recognise what they have, learn what they need, and do something with it.
InkSpire
Turning text into comics and learning material without needing to draw. As InkSpire grew, I began to see how much work sits between a promising feature and a usable product.
J_OS
A working method that grew from keeping notes to rethinking how I collaborate with AI.
Fiction Studio
A writing environment built around the writer’s work. Ordinary local files and an optional AI creative partner.
Nottinghamshire Jobs
One straightforward place to look for local vacancies.
LifeInUK
Traditional Chinese support for learning on a phone, with a path towards English-only practice.
What the building
taught me
What changed while I was building, and the questions the screens alone cannot show.
All Build NotesInkSpire
“Saved” has to mean the words you can see
A slow-save scenario in InkSpire revealed a small detail with a large effect on trust.
Read the Build NoteFiction Studio
A writer should not have to manage a recovery system
How Fiction Studio protects writing and explains choices in the writer’s language.
J_OS
The board worked. I still stopped using it.
A useful lesson in the difference between building a feature and finding a working habit.
A person still
makes the decisions.
Purpose before code
Know who the tool is for and what it needs to make easier. A working feature is only the beginning.
Evidence before confidence
Check the actual experience. Name what has been tested and what remains uncertain.
Help without taking over
People should keep authority over their story, choices and work. AI can help without deciding for them.
Be willing to simplify
Remove a feature, change a direction or stop an experiment when the evidence calls for it.
You do not have to
start as an engineer.
I’m developing practical learning for people who understand a problem and want to learn how to build something useful with AI.
Explore the learning direction