01 / Free reading path
Can I trust this prototype?
Know what to check before real users arrive.
Learn by doing
One useful answer.
Then one real step.
Start with the question in front of you. These short reading paths pair a practical explanation with a tool you can use.
02 / Free reading path
What will this actually cost?
Understand the costs around the model, too.
03 / Free reading path
When should I stop vibe coding?
Decide when a quick build needs a different approach.
Want to learn together? Explore the planned live workshop ↓
Live workshop · In development
From promising demo to useful product.
A practical workshop for non-technical founders. Bring an AI idea or prototype and work toward a clear brief, a set of tests and a realistic next step.
Message me on LinkedIn to register interest. Proposed format: two live sessions with a practical assignment. Dates and pricing are not set. This is an enquiry, not enrolment.
How it works
01
Define the useful part.
Who is this for? What job should it do? Map the current workflow, the baseline and the smallest result that would make the project worthwhile.
02
Test beyond the demo.
Explore wrong answers, missing context, data access and operating costs. Translate these into practical questions you can take to an engineer or vendor.
03
Make the next call.
Review your brief and test plan. Decide what evidence you need before investing further, and what can stay manual for now.
Good questions.
Not yet. This is a proposed live pilot, not a finished video course. Expressing interest lets us discuss your use case. Dates, price, inclusions and cancellation terms will be shared before anyone is asked to pay.
The proposed workshop is designed for non-technical founders and operators. You will work on a product brief and evaluation plan, rather than complete a programming bootcamp.
Recording and access arrangements will be confirmed before enrolment. Private participant material will not be reused in public teaching without permission.
You can enquire about a team session through the contact page. Tell me the team size and the workflow or decision you want to focus on.
Start with where you are.
Express interest in the pilot ↗