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Cover Image for Stateful vs Stateless: A Developer’s Real-World Guide (2026)
Himanshu Mandhyan

Why do some bugs only appear after deployment, even when tests pass locally? Early in my backend work, I kept hearing discussions around stateful vs stateless. It felt academic at first, but once I started dealing with scaling issues, flaky tests, and production bugs, I saw how...

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