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Data Quote by Kent Beck

“I tell people to start implementing when they are pretty sure there aren't more important stories out there. An iteration's worth of data is worth months of speculation.” quote by Kent Beck
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“I tell people to start implementing when they are pretty sure there aren't more important stories out there. An iteration's worth of data is worth months of speculation.”

Kent Beck

About This Quote

Source Talk: "Agile Practices", 2010

Start projects when confidence is high; early data outweighs prolonged speculation.

In simple terms: Begin when reasonably sure; data beats guesswork.

Key Takeaway

Act on solid confidence, gather data early.

Themes

decision‑making agile data‑driven confidence

Mood

pragmatic encouraging

Type

professional motivational

When to use this quote

  • software development
  • startup planning
  • research projects
  • product design

Key Concepts

risk management iteration

Questions to Reflect On

  • What evidence would convince you to start?
  • How much uncertainty is acceptable?
A Different Perspective

Overconfidence can lead to premature launches.

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