Writing
Notes from distributed systems in production.
Essays and field reports from building and operating high-traffic, polyglot platforms — Kubernetes, AWS, incident response, iGaming scale.
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How AI Is Reshaping Software Development — For the Better
Cursor and Claude Code have roughly 5×'d my output over the past year. Here's what actually changed in production work, which skills got commoditized, and which got more valuable — a senior developer's field report.
3 min read
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Working With AI While Writing Code: What Actually Matters
I've been using Cursor and Claude Code in production for a year. As important as the speed gains are the rules I keep — hallucination, context hygiene, security, and production stability.
3 min read