Journal
Posts
Notes from the consulting bench — on software architecture, Kubernetes, cloud infrastructure, and the disciplined use of AI in daily work.
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AI in the daily workflow: where Claude actually saves time
Not every task gets better with AI. An honest accounting of where I use Claude every day — and where I deliberately don't.
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Kubernetes for small teams: pragmatic setups that hold up
Kubernetes has a reputation for crushing small teams under complexity. In practice, even a three-person team can run it reliably — if you know which shortcuts to take.
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Architecture without ceremony: decisions designed to age well
Good architecture documents aren't PowerPoint battles. They're short, dated, and they give the reader two years from now a fair chance.