Engineering Judgment: When Not to Scale
Engineering Judgment: When Not to Scale

Engineering Judgment: When Not to Scale

Author
Shiv Bade
Tags
tradeoffs
scalability
design maturity
eb1a
Published
July 8, 2014
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Not every problem needs to be solved at scale.
In 2014, we had a service that was underperforming. Everyone reached for: sharding, async queues, auto-scaling groups.
But the actual fix? Rewrite a 40-line SQL query with proper indexing.
Scaling Triangle
Scaling Triangle
Scalability is sexy, but judgment is leadership. Knowing when not to scale is just as important.