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Overdue Pull RequestsReviewNudgeBot
•80% Informative
Pull requests (PRs) are essential for ensuring code quality and enabling collaboration across teams.
Microsoft and Delft University of Technology conducted a comprehensive study, analyzing 22,875 pull requests.
The study identified the top factors that contribute to prolonged PR completion times.
Microsoft developed the Nudge system, an automated bot designed to send reminders to the relevant actors.
This system was deployed to over 8,000 repositories and sent 210,000 nudges in just one year .
Microsoft reduced PR completion times by 60% , cutting the average time from 197.2 hours to 77.65 hours .
The system’s predictive capabilities and activity detection modules ensured that the right person was reminded at the right time.
Microsoft achieved a 71% satisfaction rate from developers regarding the usefulness of the notifications.
VR Score
84
Informative language
86
Neutral language
39
Article tone
semi-formal
Language
English
Language complexity
59
Offensive language
not offensive
Hate speech
not hateful
Attention-grabbing headline
not detected
Known propaganda techniques
not detected
Time-value
long-living
External references
1
Source diversity
1
Affiliate links
no affiliate links