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Things I learned while building, operating, modernizing, and occasionally debugging software that people actually depend on.
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2 POSTS
01
Jul 15, 2026
5 min read
Backend Engineering and Architecture
I worked on workflows where every service health check was green while the user’s operation remained delayed or incomplete. We needed signals for the complete operation.
02
Jun 17, 2026
6 min read
Real Engineering Lessons
I work on a security platform that processes more than 100,000 events every day. At this volume, delayed messages, retries and partial failures appear often enough to be part of the normal work.