Firefighter, entrepreneur and hedge funder vibe-code solutions

vibe-coding solutions – From a UK firefighter optimizing grocery routes to a Brooklyn entrepreneur organizing house-building documents, three everyday problem-solvers are using AI tools to automate tasks—without writing code. A hedge fund managing director also turned a week of effor

A firefighter in the UK got fed up with the moment that turns a grocery run into a scavenger hunt—doubling back through stores after forgetting items on his shopping list.

Instead of accepting the frustration, Joe Poynton built an app that optimizes shopping routes based on how users move through a store.

Poynton isn’t alone in changing the shape of daily work with AI. In Brooklyn. Jonathan Butler. a 56-year-old entrepreneur building a home in upstate New York. has spent the last stretch of his project trying to keep critical paperwork from vanishing into email threads and scattered folders. He turned to a vibe-coded document-sharing platform to coordinate blueprints. contracts. drawings. and photographs with his architect and contractor—an approach he says he’s constantly refining.

And for Scott Kippler. a managing director at a hedge fund who has to juggle work while getting his son from school and getting him to an after-school program. the problem wasn’t planning itself. It was the search—how to find help quickly without spending time scrolling through Facebook groups for a part-time helper.

In a week, Kippler created a preliminary model of Trot My Tot, a platform where parents can find short-term nannies for one-off gigs.

The thread tying these stories together is simple: each person took an everyday annoyance—groceries, construction paperwork, childcare logistics—and used AI tools to turn it into something workable, even though none of them are positioned as programmers.

They’re chatting with AI bots like Claude or Lovable and instructing them to build apps and websites. often without writing a single line of code themselves. Each outcome still carries the messiness of real life. Butler says his document-sharing platform “isn’t perfect,” and he’s “constantly refining it.”.

For him, the emotional shift has been as important as the features. He compared the process to “being in your wood shop making something.” He also described a past feeling of powerlessness when he “couldn’t build his own websites.” Now, he says, he feels empowered.

The pace is striking, too: Kippler didn’t just imagine a solution—he created a preliminary model in a week, using his time pressure as a forcing function. Poynton’s route-optimization idea came from a specific, repeated pain point: forgetting items and having to double back through grocery stores.

Taken together, the details don’t read like a tech demo. They read like people trying to reclaim hours from tasks that keep slipping their grip.

MISRYOUM is running a new “Vibe Code Your Life” series profiling how non-techie people are using AI tools to solve their problems. For more stories in the same vein. readers are invited to share their own experiences by contacting srussolillo@insider.com. and to sign up for the weekly newsletter. Vibe Mode—where the publication chronicles all things vibe-coding. the new AI builder economy. and its impact on the world. from careers to markets.

AI tools vibe-coding Claude Lovable grocery shopping app route optimization home document sharing platform Trot My Tot short-term nannies childcare hedge fund managing director Joe Poynton Jonathan Butler Scott Kippler Vibe Code Your Life Vibe Mode newsletter