Hard truths for engineering leaders.

Written by Tyler Desplenter, PhD — Systems Reliability Consultant.

June 30, 2026·5 min read

You Trained Your Engineers To Stay Silent

So, does anyone have anything they want to share with the team? The room stays silent.

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June 23, 2026·5 min read

The Hidden Cost of Feature Flags

Your team is about to roll out the new AI-powered search feature the board has been pushing for.

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June 16, 2026·5 min read

Don't Let AI Shutdowns Turn Your Business Into A Fable

You get a call from an engineer in the early morning because the production system is down.

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June 10, 2026·5 min read

Generating Code Was Never The Bottleneck

The pressure has never been higher to ship fast. The board is devouring every news article about how AI has 10X the productivity of everyone and their uncle.

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June 2, 2026·6 min read

You Can't Skip Quality. You Finance It.

That new enterprise prospect looks promising. You've been in talks for months, and now as the negotiations are happening, they bring up their outlook on cybersecurity.

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May 26, 2026·7 min read

Your Best Engineers Didn't Fail. Your Model Did.

It's 3 a.m., your wife wakes you up and mumbles something about your phone. It was ringing, but you were too exhausted to hear it.

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May 19, 2026·6 min read

Nobody Approved This Change, But It Changed Everything

My team was drowning in testing. Not for a lack of skill or effort, but for a lack of time.

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May 12, 2026·4 min read

I Built an AI Tool Under Pressure. Here Is What Broke.

I built an AI-powered cost assessment tool in a week under self-imposed pressure. The prompt I started with looked nothing like the one running today. Here is what broke and why.

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May 5, 2026·5 min read

Your Team Has Accepted Failure As Normal. That's Exactly The Problem.

The first time I saw the dashboard, I almost couldn't believe it. Thousands of errors in the logs every hour.

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April 21, 2026·6 min read

Are You Really Deploying AI Agents In Production?

I keep seeing many posts and having discussions with people about how their organizations are "deploying AI agents in production." My gut reaction was that this is just the next buzzword.

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April 14, 2026·5 min read

Same Prompt. Same AI Model. Result: 5 Different API Contracts.

I've worked with AI tools enough by now to understand that the same input doesn't produce the same output. The purpose of this experiment was to explore the differences in code generated in response to the same prompt.

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April 7, 2026·5 min read

I Assessed A Vibe-Coded System Before It Hit Production. Here Is What I Found.

Vibe coding, a term attributed to an X post made by AI-leader Andrej Karpathy, has gained a lot of popularity in the software realm over the last year.

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