Methodical Ledger
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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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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.

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

Thoughts on systems. Updated sporadically.

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Occasional notes on systems topics. Archives here.