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Microservices Data Patterns: Saga, Transactional Outbox, CQRS, and Event Sourcing

TLDR: Microservices get risky when teams distribute writes without defining how business invariants survive network delays, retries, and partial failures. Patterns like transactional outbox, saga, CQRS, and event sourcing exist to make those rules ex...

Mar 13, 2026•9 min read

CQRS Pattern: Separating Write Models from Query Models at Scale

TLDR: CQRS works when read and write workloads diverge, but only with explicit freshness budgets and projection reliability. TLDR: This dedicated deep dive focuses on the internals, failure behavior, performance trade-offs, and rollout strategy requi...

Mar 13, 2026•9 min read

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