September 21, 2026 · Solo online talkResearch Insights Made Simple #30
Developer Productivity: Google’s Human-Centered View
Developer Productivity for Humans · Alexander Polomodov
/ Research Insights Made Simple #30 · Developer productivity
Slide contents
1. Developer Productivity: Google’s Human-Centered View
Developer Productivity for Humans · Alexander Polomodov
2. Activity alone does not explain outcomes
3. Speed, ease, and quality belong together
4. Choose a model for the decision
5. A goal outlives its tools
6. A goal needs an understandable endpoint
7. Logs connect steps across tools
8. Surveys measure human experience
9. Disagreement between methods sharpens the question
Logs: what happened
Survey: how it felt
Interview: why and in what context
Experiment: an intervention’s effect
10. A useful metric supports a decision
11. Waiting changes developers’ behavior
12. Predictability helps people choose an action
13. Validate focus measures with people
14. Hybrid work depends on context
15. A first change does not complete onboarding
16. Mentor effort belongs in the outcome
What the newcomer learned
Who helped and at what cost
What became reusable
Where obstacles recur
17. Quality has four distinct objects
18. Refactoring needs an account of its benefit
19. Debt depends on the desired future
20. Removing debt changes the work mix
21. Debt management requires a decision
22. Real collaboration extends beyond reporting lines
23. Local acceleration can transfer costs
24. Creativity includes clever reuse
25. Sharing context builds team capability
26. Start AI design with developers’ needs
27. A useful pause leaves room for reflection
28. Effort saved can become effort shifted
29. Fast output can conceal understanding debt
30. A prototype still needs operational readiness
31. Producing code does not establish verification skill
32. The first month starts an improvement cycle
33. Trust in the program requires feedback
34. Evaluate the ability to achieve goals
Goals give activity its meaning
Consider speed, ease, and quality together
Include the whole team and future work
AI calls for verification and learning