Kealy Smith

From the Bucket

From the Bucket is a podcast about industrial control systems as they actually exist in the field. Not how they look in CAD. Not how they were sold. But how they behave at 3 a.m. when production is down and someone needs answers. Hosted by controls engineer Kealy Smith, each episode explores real projects, real mistakes, and the long-term consequences of engineering decisions. From early career chaos and endless travel to burnout, leadership, and eventually starting a company, this podcast follows the full arc of a career spent making machines work in the real world.

Author

Kealy Smith

Category

Technology

Podcast website

podcasters.spotify.com

Latest episode

Jun 29, 2026

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Episodes

Dead Data: What Industrial Data Can (and Can't) Do for You 29.06.2026

This episode is a detour from the career story because I've spent a big part of this year buried in compressor data, and it's been some of the most interesting work I've done. Industrial data collection is a spectrum, from an operator with a clipboard all the way up to full historians logging every point. In this episode I talk through what each level actually lets you do, how the ques...

The shop, Where Everything Works in CAD 26.05.2026

Two years in Dallas. Sixteen-hour days. Full autonomy to make decisions, fix problems, and drive a project forward. And the you come home. In this episode, I talk about the part of field engineering nobody really warns you about: the transition back to the shop. The pace whiplash. The committees for decisions you used to make in thirty seconds. And the moment I realized where the phrase "it w...

Someday I'll Teach You How to Program 11.05.2026

There's a reputation that follows controls engineers around. Arrogant. Difficult. Convinced they're the smartest person in the room. I'm not going to tell you that reputation is completely undeserved. In this episode I talk about how the field builds that arrogance almost by design, what it actually looked like when I was inside it and couldn't see it, and why the honest answer is...

The Last Thing Dallas Taught Me 27.04.2026

Every big chapter ends somewhere. This is where Dallas ends for me with miles of overhead conveyor, a burned motor, and a welding hood I hadn't picked up since high school. What two years in one place actually made me.

Your Machine, My Line 13.04.2026

Every machine that comes into a production line has its own PLC, its own logic, and its own idea of how the world should work. As the system integrator, that's your problem to solve. In this episode, we break down the reality of integrating third-party machines into a line control system. Why fillers are the hardest machines to work with, why Ethernet doesn't actually mean access, and what...

Temporary (But Not Really) 30.03.2026

The filler panel caught fire. It wasn't dramatic,just enough to trip the alarm and send everyone outside to stand in 110 degree Dallas heat. That moment pretty much sums up this entire project. This episode is about bad equipment, impossible expectations, and what you learn when software can't save you.

Ninety-Nine Percent 16.03.2026

An experimental filler pushing 210 cartons per minute created one unexpected challenge: merging three lanes of cartons into a single line without collisions. What looked like a simple control problem became a deep dive into conveyor physics, compounding error, and the limits of mathematical modeling. In this episode, I tell the story of experimental filling line, the weeks spent chasing a perfect...

Ratchet Straps and Good Intentions 02.03.2026

Not every successful project looks good while it’s happening. In this episode, I tell the story of a large gantry-based X-ray inspection system that started in frustration and ended in success. The original design never really existed, the space was brutally constrained, and normal installation methods were off the table from day one. I talk through why we started from scratch, how a distributed m...

We’ve Built This Before 16.02.2026

Early in my career, I was handed my first real production line and told not to worry, the company had built it before. What I wasn’t given was the code, the standards, or a real starting point. In this episode, I talk through what happens when “experience” exists only as stories, how abstraction becomes a survival mechanism, and how early habits can quietly turn into long term technical debt. From...

Travel, Responsibility, and Becoming “The Guy” 16.02.2026

Early career travel and responsibility often arrive together in controls engineering. In this episode, I talk about what “paying your dues” actually looked like for me, living on site, owning multiple lines too early, and learning the job under constant pressure. This is a story about growth, pride, and the hidden costs of becoming reliable. Music from Pixabay Monument_Music

The Code That Wouldn’t Go Away 07.02.2026

In this first episode of From the Bucket , I tell the story of my very first controls project. It was a barcode verification system that worked exactly the way it was designed. We deployed it, customers were happy, and nothing broke. Years later, after feature creep, expansion, and a lot of well-intentioned decisions, it became a system that only a few people could support. And one of those people...

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