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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
Jun 17, 2026
3 min read
Real Engineering Lessons
When a system processes more than 100,000 events every day, retries, duplicates and delayed messages aren’t edge cases anymore. They’re part of a normal day.
02
May 20, 2026
3 min read
Production, Reliability, and Scale
When events keep arriving, every extra stage is another place where they can wait, fail or need a retry. A simpler flow is easier for the team to understand when something goes wrong.