~/talk

Perfect Estimator in Strange New Worlds

Talkat DevConf.CZ 2025 · 2025-06-12..06-14· [engineering-leadership]
links:none on file
slides:none on file

A thought experiment uses a Perfect Estimator and automated factories on a 120-hour iteration to show Fibonacci story points force probabilistic mapping: a 4h square becomes 1 point and yields 30 pieces; a 6h hexagon maps to 2 or 3 points proportionally; a 5h pentagon needs randomized rounding (50% 2 / 50% 3) giving 24 pieces and expected 60 points. Conclusion: to keep estimates unbiased teams must inject intentional fuzziness — expect about ±10% fuzziness across a 50-item sprint and use specific rounding distributions (e.g. for 3-point items assign 2 to ~15% and 5 to ~10%).

AI-written summary · about

  1. 0:00Introduction
  2. 1:04Estimation expectations problem
  3. 2:13Perfect estimator thought experiment
  4. 3:40Basic test case
  5. 4:44Hexagon test case
  6. 6:31Pentagon real-world challenges
  7. 7:56Non-Fibonacci tasks
  8. 9:45Consistent fuzziness
  9. 11:11Fibonacci scale imprecision
  10. 12:15Conclusion and key takeaways
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