TL;DR
TL;DR
Scaling amplifies both good and bad patterns. Before rapid growth, ensure your infrastructure can scale horizontally, security controls work at volume, logging won't overwhelm storage, and your team has runbooks for common incidents. Fix architectural issues before they become 10x harder.
Infrastructure Scaling 5
Security at Scale 5
Operational Readiness 4
When should I start preparing for scale?
When you see consistent growth or before planned events (launches, press, marketing campaigns). It's much easier to fix architectural issues at 1,000 users than at 100,000.
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What's the most common scaling security issue?
Rate limiting that doesn't work across instances. Each instance thinks it's the only one, so effective rate limits multiply by instance count. Use centralized rate limiting (Redis, etc.).
Should I scale before I need to?
Prepare to scale, don't pre-scale. Have the ability to scale quickly (auto-scaling, horizontal architecture) but don't pay for capacity you don't need yet.
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Scale-Ready Security
Verify your security works at any scale.
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