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Debugging With a Little Help From AI

By Brian Biddle on April 23, 2025
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Table of Contents

  • The Setup
  • The Assist
  • Why This Matters

I’ve run into my fair share of technical snags over the years, but there’s something particularly humbling about being stumped by a script that won’t show up on the homepage. This time, it was a simple countdown widget — a custom integration we added for a specific client. Or at least, it should’ve been simple.

Normally, I’d loop in a developer, ask them to poke around, open an Asana ticket, and wait for the back-and-forth to resolve. But this time, I tried something different.

I asked ChatGPT.

What followed wasn’t just a fix but a reminder that these tools aren’t just novelties. They’re assistants in the truest sense.

Link to The Setup The Setup

We had implemented a lightweight script loader through our internal toolset and added a bit of HTML to trigger the display. Everything looked right. There were no console errors or broken code—just… nothing on the front end.

Link to The Assist The Assist

So I started chatting.

I described the setup and behavior and included a few screenshots. ChatGPT didn’t just respond—it walked through the issue like a second set of eyes, checking script order, caching layers, placement logic, and browser conditions.

And here’s the thing: it wasn’t magic. It was methodical. It reminded me of how a good developer thinks — breaking the problem into layers, testing assumptions, and guiding the logic.

We narrowed it down to a caching issue. One incognito window later, and boom — the widget was there, just waiting to be seen.

Link to Why This Matters Why This Matters

I still believe in the value of working with talented developers. But I also believe in momentum. Sometimes, being able to ask a question in plain language and get a clear, actionable answer—without waiting in a queue—makes the difference between spinning your wheels and shipping something small but essential. And when I can handle things like this on my own, it keeps our developers focused on the deeper, more complex work that really needs their attention.

This wasn’t just about a countdown. It was about recognizing how tools like ChatGPT can quietly extend what we’re capable of on our own.

I didn’t write code. I didn’t need to.
I just asked the right questions, and that was enough to move things forward.

Photo of Brian Biddle Brian Biddle

For the past 18 years, Brian has been designing and creating legal blogs with LexBlog. If a legal blog has the LexBlog logo, chances are this design came from Brian.

During his time with LexBlog, Brian has served as lead designer and the…

For the past 18 years, Brian has been designing and creating legal blogs with LexBlog. If a legal blog has the LexBlog logo, chances are this design came from Brian.

During his time with LexBlog, Brian has served as lead designer and the art director for LexBlog. In addition, he works directly with the product team to provide design and UX/UI guidance for the tools that power the world’s largest legal network.

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  • Posted in:
    Technology and AI
  • Blog:
    human brian
  • Organization:
    LexBlog
  • Article: View Original Source

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