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What Mid-Level Developers Get Wrong About System Design

Published
Author
Arif Ikhsanudin
Backend Developer

Mid-level developers often bring strong implementation skills into system design conversations and apply the wrong mental model. The gaps are predictable, and fixing them is less about knowledge than about shifting the frame.

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What Really Happens When You Annotate @Transactional

Published
Author
Arif Ikhsanudin
Backend Developer

Spring's @Transactional annotation hides significant machinery: proxy creation, connection management, propagation behavior, and rollback rules. The bugs that come from misunderstanding this machinery are among the hardest to diagnose in Spring applications.

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