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Operating Kafka in Rails with Karafka: Production Architecture, Consumers, and DLQs (Part 2)

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Syed Sibtain's profile picture
Syed Sibtain
System Analyst

In Part 2, we dive deep into the Sync-Out pipeline—how Rails publishes events to Kafka, how our legacy adapter writes to SQL Server 2009 using TinyTDS, and how Dead-Letter Queues (DLQs) became our lifeline during production incidents. This post covers transaction management, service objects, and operational workflows for handling failures.

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