Where can I listen to this podcast?

This podcast is available on 4 platforms including Apple Podcasts, Spotify, and more. You can also use the RSS feed directly.

Does this podcast accept guests?

No, this podcast does not typically feature guests.

From the Bucket

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by Kealy Smith

5.0(1 reviews)

11 episodes

Updated Daily

Accepts GuestsHas SponsorsLocation 🇺🇸

Podcast Overview

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.

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Publishing Since

2/7/2026

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Recent Episodes

June 29, 2026

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

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 questions change between industries, and how I physically pull and analyze this data in the field. Plus three real compressor stories: a pressure valve failure you could only see in the data, a bearing quietly failing across a month of trending, and using startup data to prove a system is healthy instead of hunting for what's broken. And then there's the trap I see all the time: dead data. Collecting everything and looking at none of it until something fails. Because the value of your data isn't how much you collect.It's whether anybody's actually paying attention before they're forced to.

May 26, 2026

The shop, Where Everything Works in CAD

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 worked in CAD" actually came from. Also, we made it to ten episodes. I have some thoughts on that too.

May 11, 2026

Someday I'll Teach You How to Program

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 that it never fully goes away.

11 total episodes available

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Frequently asked questions

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What is 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.
How often does this podcast release new episodes?: This podcast updates daily.
Where can I listen to this podcast?: This podcast is available on 4 platforms including Apple Podcasts, Spotify, and more. You can also use the RSS feed directly.
Does this podcast accept guests?: No, this podcast does not typically feature guests.

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