Technical Architecture for Scale
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Technical Architecture for Scale

Design decisions that help your product handle millions of users without a complete rewrite.

Marcus Johnson
Marcus Johnson
May 28, 2026
14 min read
11,500 views
ArchitectureScalingBackendDevOps

Start Simple, Not Scalable

Choose boring technology. You do not need Kubernetes for 100 users. Monoliths are fine.

Database Choices

PostgreSQL can handle almost everything. Only shard when you actually need to.

API Design

REST is fine. GraphQL is fine. Consistency matters more than the paradigm.

Monitoring and Observability

Build logging and monitoring in from day one. You cannot fix what you cannot measure.

When to Break the Monolith

Wait for team size to force it, not user count. Conway's Law is real.

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