The Data Migration Checklist I Use on Every CRM Project
The exact checklist I run on every CRM migration — auditing, cleaning, mapping, test loads, and the cutover steps that prevent disasters.
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Event-Driven Architecture With Kafka: When the Complexity Is Worth It
Event-driven architecture solves real problems and creates new ones. After shipping Kafka-based systems in production, here's my honest take: the use cases where it genuinely shines, the operational overhead nobody fully budgets for, and the simpler alternatives I now reach for first.
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