I see this pattern constantly. A non-technical founder needs to hire their first engineer (or their first few engineers) and they fall into one of two traps.
Trap one: outsource the whole thing. They hand the interview process entirely to a recruiter, a technical friend, or an agency. The candidate gets hired based on someone else's judgement, and the founder has no real sense of who they have brought into the business. Six months later, the engineer is technically competent but a terrible cultural fit, or they are building the wrong thing because nobody assessed whether they actually understood the product.
Trap two: bluff it. The founder tries to run the technical interview themselves, asking questions they found on Google, nodding along to answers they do not understand. Good candidates see through this immediately. Bad candidates exploit it. Either way, the founder ends up making decisions based on confidence and charisma rather than competence.
There is a better way. You do not need to code to run an effective interview process. But you do need to understand what you are actually evaluating, structure the process properly, and know which parts you should own and which parts you should delegate.