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We should forget about small efficiencies, say about 97%…

“We should forget about small efficiencies, say about 97% of the time: premature optimization is the root of all evil. Yet we should not pass up our opportunities in that critical 3%” quote by Donald Knuth
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“We should forget about small efficiencies, say about 97% of the time: premature optimization is the root of all evil. Yet we should not pass up our opportunities in that critical 3%”

Donald Knuth

About This Quote

This interpretation was drafted with AI assistance. It is one reading of the quote, not the author's own explanation.

Focus on overall design, not minor speed gains; optimize only where impact matters.

In simple terms: Prioritize big gains; ignore tiny inefficiencies.

Key Takeaway

Optimize the critical few, not the trivial many.

Themes

efficiency software engineering prioritization

Mood

analytical pragmatic

Type

advice technical

When to use this quote

  • coding projects
  • performance tuning
  • product development

Key Concepts

algorithmic analysis resource management

Questions to Reflect On

  • When is it worth optimizing?
  • What are the biggest performance bottlenecks?
A Different Perspective

Over‑optimizing early can waste time and miss larger issues.

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