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Projections vs Real-Time Aggregation: The Scalability Trap Hidden in Your Dashboard Queries

Evaluating event-driven architectures for read scalability, specifically focusing on using outbox patterns, Kafka consumers, and projection reprocessing to serve high-volume dashboards without impacting write performance.

#cqrs#dashboards#kafka...

cqrs

Your Monorepo Is a Distributed System Whether You Like It or Not: Nx, Kafka, and CQRS as Force Multipliers

Monorepos are making a comeback, but this time they’re not fighting microservices, they’re eating them from the inside. Here’s how Nx, Kafka, and CQRS create a unified codebase that scales better than the sum of its parts.

#cqrs#event-driven#kafka...

architecture

Vertical Slices vs CQRS: The Architecture Debate That’s Mostly Semantics

Cutting through the buzzword fog to reveal why these patterns are more similar than different and how semantic diffusion corrupts good ideas.

#architecture#cqrs#patterns...