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Technologist by trade, musician at heart, and the builder behind Prompt Mode. This is where I write about the parts of tech nobody talks about, build tools that make AI actually useful, and share the music I'm working on.
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Operations · Reliability · The Job
GitLab had five backup mechanisms and none of them worked. The job reporting the failure emailed a server that rejected it — and their postmortem names the cause in one line.
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Change Management · Reliability · The Job
Meta gated 16% of changes instead of freezing everything: 42% more work shipped and 52% fewer incidents. A blanket freeze is a risk model with one parameter.
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Incident Response · On-Call · The Job
The pause before somebody types the word incident is one of the most expensive things in operations. Declaring was never a judgment about size.
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