Start with the request, then build the system.
A model number, a photo and an application can teach you more than another week of internal preparation.
Notes on building, testing and turning experience into a method. Written when there is something worth keeping.
A model number, a photo and an application can teach you more than another week of internal preparation.
A replacement recommendation should expose what was checked and what still depends on the application.
A good output lets the next person make a decision without reconstructing the context.
Initial working principles drawn from the website plan. Project-specific observations will be added as the work develops.
B2B growth, a focused website, or a practical AI workflow.