software engineering
A/B Tests vs Cross‑Feature Feedback: Developer Productivity Bias Exposed
In our 2023 study, 30% of A/B test outcomes were skewed by hidden code-review feedback, making UI changes appear more effective than they truly were. The bias emerges when developers focus on feature flips while ignoring background friction that subtly drags performance. developer productivity experiment When I first launched