I Read My Team's Commit Patterns for a Weekend. Then I Changed Our Standup.

The weekend was dedicated to examining the team's commit data for the quarter using an analytics tool. The findings revealed a high ratio of commits happening outside of working hours, primarily concentrated in just two individuals. These two team members had previously claimed things were fine during a standup meeting. The shift from a status-based question to a data-driven question allowed the team to focus on when work actually happened, rather than how they felt about their workload.

The tool used for this analysis, gitpulse, provides insights into commit patterns, branch strategies, and contributor impact. The key takeaway was that measuring commit timing can reveal underlying issues in team dynamics, even without individual assessments of wellbeing. The data showed that small teams often appear erratic, while large teams seem steady, and the interesting patterns emerge in the middle.

This information can help managers address potential issues before they lead to resignations. The branch strategy was also analyzed, revealing that teams with a higher ratio of pull-request commits to direct-push commits tend to be more structured in their workflow. By focusing on the data rather than relying on hunches, the team was able to make informed decisions about their schedule, ultimately improving their overall productivity.