It’s Not Vibe Programming — It’s the Ultimate in Pair Programming
The problem with “vibe programming”
Calling it vibe programming makes it sound lazy. Random. Undisciplined.
Like developers are just throwing prompts at a model and hoping something sticks.
That framing completely misses what’s actually happening.
Good engineers don’t work on vibes.
AI doesn't replace that process.
It accelerates it.
What AI actually provides
This is the part people underestimate.
AI gives you:
You describe a problem. It reflects it back.
You refine. It adapts.
You challenge an approach. It offers alternatives.
That’s not automation.
That’s collaboration.
And importantly — you still own the thinking and the outcome.
The part that feels strangely familiar
Long before any of this existed, there was a technique some teams used called “talk to the teddy”.
Literally.
You’d walk up to a stuffed toy or rubber duck on your desk and explain your problem out loud.
No answers, no suggestions, just you, verbalising the mess in your head.
And almost every time, halfway through explaining, the solution would appear.
Not because the teddy was smart.
Because you were forced to structure your thinking.
That was solo pair programming.
Externalising your thoughts. Turning vague intuition into concrete language. Letting clarity emerge through explanation.
What we’re doing now is the same thing — except the teddy talks back.
The loop tightens.
But now, instead of a silent plush toy, you have a tireless collaborator sitting beside you.
So no — this isn’t vibe programming, it’s talk to the teddy, evolved.
And honestly? This pair programming beats the hell out of explaining recursion to a stuffed bear.