data-infrastructure-at-scale
Data Infrastructure at Scale
Build data infrastructure that grows from MVP to millions of users without rewrites.
When to Use
Use this skill when:
- Architecting a new data platform
- Current infrastructure can't handle load (slow queries, timeouts)
- Planning to scale from thousands to millions of records/requests
- Choosing between databases, caches, message queues
- Designing ETL/ELT pipelines
- Building real-time analytics or streaming systems
Scaling Stages
Stage 1: Prototype (< 10K users)
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