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One symptom, ten problems: a Kotlin + Spring Boot + Kafka debugging case

This story is from 2026-09-08. It is preserved in the archive; the latest stories are on the live feed.

A single visible symptom led to many defects, half unrelated to it but all tied to one invariant about async TID processing. Debugging is invariant discovery. One visible symptom opened the session. By the end of it the developer and the agent had fixed many defects, about half of them unrelated to…

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  1. 2026-09-08 13:21 · DEV Community — AI
    One symptom, ten problems: a Kotlin + Spring Boot + Kafka debugging case

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