Handy by Nature

I have always been a handy person. At an early age, my dad (also a tinkerer) would let me watch and help him with all kinds of projects. I was the kid who took everything apart to see how it worked—and sometimes even put it back together again. There aren’t many projects I won’t attempt at least once. There are, however, plenty I wouldn’t try a second time after a terrible first experience.

With Age Comes Wisdom

Yesterday, I decided to fix my snowblower, which over time had lost its drive to the point of barely moving forward at all. With 14″–18″ of snow in the forecast (Snowmageddon 2026), I weighed my options and chose to repair it before getting buried.

I’ve worked on my snowblower before, but never for this issue, so I wasn’t entirely sure what I was getting into. To make matters worse, it was 4 degrees outside. That meant cold fingers turning greasy bolts in an unheated garage. Speed and accuracy were required—and that meant I needed knowledge before I started.

What could go wrong, right?

AI Diagnosis Assist

Using my AI platform as a knowledge base, I was able to diagnose the issue before even taking the bottom off the machine. I described the symptoms in detail and, after about five minutes of back-and-forth, my GPT concluded that the rubber friction wheel was worn and no longer making proper contact with the metal drive plate.

That saved me a lot of fumbling around in the cold. AI even helped me visualize the repair process and told me what size sockets and tools I’d need—so I could prepare everything before stepping outside.

So far, so good.

AI Information Limitations

Once I had the bottom off the snowblower (with my pre-selected 3/8″ socket) and found the parts AI had identified, I hit a wall. The removal process AI described was physically impossible based on what I was looking at.

I took a few photos and retreated to the warmth of the fireplace to “debate” with my GPT. It seemed to be pulling generalized advice from Reddit threads about snowblower repairs—optimistic, oversimplified, and completely mismatched to my actual machine.

AI insisted the steel-and-rubber ring should slide right off the hexagonal axle without removing the axle itself. I was staring at hardware that clearly said: No, it will not.

At that point, I suspected I was being led astray by AI’s limitations, so I took a YouTube break. Within minutes, I found a video showing exactly what needed to happen: https://youtu.be/h10o2YKS9lU?si=nM0oloJQ1nc2gXYP

Remove both wheels.
Pull the drive axle bearing assembly.
Pop clevis pins and snap rings.
Remove the chain cog.
Drop the traction wheel assembly.

My “five-minute AI fix” had just become a minimum one-hour job.

Hybrid Intelligence – It Takes a Village

Armed with photos of my partially dismantled snowblower, AI was suddenly able to give me accurate part numbers. Off I went to the local experts at Brighton Mower & Service, [https://www.brightonmower.com/] where I picked up the needed parts and confirmed the repair process with a real human mechanic.

Between:

• My own experience

• AI diagnostics

• A YouTube guy from Buffalo

• And a lawnmower mechanic in Brighton

…the repair was surprisingly smooth.

Total time:
• 20 minutes with GPT
• 10 minutes on YouTube
• 10 minutes to the shop and back
• About one hour in the garage

AI’s price estimate was even close: about $60 in parts.
The result? My snowblower now drives forward and backward like the day I bought it.

Conclusion – Tools Don’t Replace Judgment

This little snowblower repair reminded me of something important:
AI is a powerful tool—but it is not wisdom.

It can shorten the learning curve.
It can point you in the right direction.
It can save time.

But it can’t see what’s actually in front of you.
It can’t feel resistance in a frozen bolt.
And it can’t tell when a “simple fix” is about to turn into a teardown.

What worked was not AI alone.
What worked was hybrid intelligence:

• Experience
• Asking better questions
• Visual confirmation
• Local expertise
• And knowing when to slow down

That same mindset applies to real estate.

We use data.
We use technology.
We use AI tools.

But we never replace judgment, experience, or human perspective with them.

At The Angie Flack Brown Team, technology helps us move faster—but people make us move smarter. Every house, every client, every transaction has variables no algorithm can fully predict. The real value comes from knowing when to trust the tools… and when to trust your instincts.

Yesterday, that meant a snowblower ready for Snowmageddon 2026.
Every day, it means helping people make confident decisions about their homes.

And sometimes…
it just means knowing when to put the wrench down
and warm your hands by the fire.

~ JDB