Michael Eakins

The veteran engineer's reality check on AI.

Software engineer for 20 years. Engineering leader for 10. US Army veteran. Writing code since the Tandy 1000 HX.

40
Years since my first line of code
20
Years shipping software
10
Years leading engineering teams

My story

My path to software engineering started at age 10, begging my father for a computer almost nobody had at home. He came back from Radio Shack with a Tandy 1000 HX and a DOS programming book. I have been writing code for the 40 years since.

Before software became my profession, I spent six years in the US Army as a satellite systems team chief, deployed from the Middle East to the Balkans, keeping communications alive through the sky while the world went digital back home.

I left the Army in 2001, straight into the wreckage of the burst dot-com bubble. People laughed when I said I was going to school to become a software engineer. Software was "over." It was exactly the right time. That taught me the lesson I keep relearning: the hype never matches what actually ships, and the real building starts when the noise dies.

Twenty years of shipping later, that lesson has held through every wave. Now I write about AI the same way I learned to at that Tandy: what actually works in production, what it really costs, and what it means for engineers and their careers. And I do something most commentators will not. I make specific, dated predictions and grade them in public, hits and misses alike.

If you are an engineer or engineering leader trying to separate AI signal from AI noise, follow along on LinkedIn.

The record

Bullhorn 2022 to present

I lead mobile delivery with teams across five continents, and I architected an AI-powered placement engine that recruiters use in production.

General Motors 2018 to 2022

Led development of connected-vehicle cloud features serving more than 200 million daily user sessions.

CareSource 2014 to 2018

Built HIPAA-compliant healthcare platforms, including the secure member portal serving Medicaid and Marketplace members.

Earlier years 2001 to 2014

Computer vision at GE before deep learning made it cool, a 4 million line VB6 to C#/.NET modernization, and enterprise .NET across telecom and logistics.

US Army 1995 to 2001

Satellite systems team chief. Six years keeping mission-critical communications alive, deployed from the Middle East to the Balkans.

On the side ongoing

I run Blackhole Software and CrashBytes, where I build tools like pipemason, an AI development pipeline runner, and ship mobile apps to both app stores.

Where to find me

I write on LinkedIn several times a week. The prediction ledger, with every call dated and graded, lives on CrashBytes.