The AI AdoptionFree AI pre-audit 
His expertise.
His idea.
His application.
How a repair specialist organised his work with AI to develop an appliance-diagnosis chatbot and keep building it himself.
Look inside the productThe starting point
He knew the problem. He needed a way to build the solution.
Rito had an idea: help people investigate appliance problems before an on-site repair visit. He had heard about AI, but did not know where to start. The idea lived in a long conversation and had yet to become a defined project.
Give the idea a structure that survives the conversation.
Set up the environment, organise the project and retain the context needed for the next session.
Define the project.
Turn the idea into a clear purpose, a practical scope and work that can be approached step by step.
Set up Claude Code.
Help Rito work with AI around the application and its files, with a structure he can return to.
Keep the context.
Retain useful decisions, project knowledge and next steps so the work can continue between sessions.
One long conversation held the idea, the questions and the evolving plan.
The application has a place to be developed, with working context that can be used again as the product evolves.
A real interface people can open and use.
The public Fix Ma Panne chatbot begins with the appliance and asks the user to describe the problem.
The selected category gives the conversation its starting context.
The interface prompts for the brand, model and observed symptoms.
The founder develops and maintains his application with AI support.
The expertise and the product remain his.
Our role was to help Rito structure his work with AI and support him through development. Rito brought the idea and the repair knowledge, built the application and took it to market.
Make the next working session easier to start.
The value of a structured setup continues after the first working version.
What the project needs to retain
A useful working memory.
What the application is for and what the founder wants to develop.
The useful context from work already completed.
What remains to investigate, improve or decide.
How it supports the founder
Return to the work.
Begin with the relevant context available.
Use Claude Code to help carry out the next defined change.
Check the result and carry the useful learning forward.
Project memory, illustrated: retain the context, then continue the work.
Get an idea out of a conversation and into a form that could be built.
Rito has a structured way to maintain and develop his own application with AI.