Teams often rely on test cases executed, bugs reported, and pass rates to measure success. These numbers might look impressive, but do they truly reflect software quality? Vanity metrics can mislead teams, encourage the wrong behaviours, and create a false sense of progress. This talk introduces a 7-step framework to move beyond superficial KPIs and focus on metrics that drive real value. Inspired by analytical approaches in competitive sports, this model helps teams make better decisions, align testing efforts with business goals, and ensure that data supports meaningful improvements.
Key takeaways:
- The risks of vanity metrics and how they can mislead decision-making.
- How to design KPIs that focus on value, not just activity.
- A practical framework to ensure testing metrics drive meaningful change.
