~/talk

Your Project Behaves Like a Hurricane--Forecast It Like One

Talkat Oredev 2017 · 2017-11-08..11-10· [engineering-leadership]
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slides:none on file

Claims a concrete forecasting workflow: collect track start and end dates for every item, compute historical throughput, feed that into a Monte Carlo simulation (the demo runs 10,000 trials) and produce probabilistic dates — e.g. 50% by Dec 15, 85% by Dec 24, 95% by Dec 29 for a 100‑item backlog. Shows a live five‑minute group release plan and a running continuous forecasting dashboard used to update forecasts daily and drive scope/date decisions.

AI-written summary · about

  1. 0:00Start
  2. 11:04On October 22, 2012, a storm formed in the southern Caribbean...
  3. 23:25What do we need to think probabilistically about?
  4. 23:40What does it even mean to think probabilistically?
  5. 25:06There are two problems with using an average to answer WWIBD
  6. 26:14A forecast should contain two parts: a range and a probability
  7. 26:49From Monty Hall To Monte Carlo
  8. 33:35Update Your Forecasts When You Get More Information
  9. 37:11Shorter Term Forecasts Are Better Than Longer Term Ones
  10. 39:07"Ultimate Kanban" Case Study at InfoQ
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