The Methodical Margin

Latest writing

Notes on system reliability

Distributed systems fail in ways that are hard to predict. After years of debugging production incidents, certain patterns keep recurring. This post explores a few.

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Why defaults matter more

Performance optimization is a tempting distraction. Every line of code that exists to optimize one specific case is a line that must be maintained and understood forever.

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From the archive

The tools we reach for shape our thinking. I've spent the last decade in terminals and shells, and it's changed how I approach problem-solving in subtle ways.

About this site

Occasional thoughts on engineering practices, tooling, and how we think about code. No sponsors, no tracking, no ads.

Thoughts on craft. Updated sporadically.

Elsewhere

Occasional writing on design topics. Past essays here.