Because true impact can’t always be measured on a dashboard.
“When a measure becomes a target, it ceases to be a good measure.”
In engineering, true success goes beyond the numbers.
Creative system design should be measured by more than just numbers and dashboards. Effective management is about genuinely understanding the contributions, challenges, and value of each team member.
By automating and abstracting performance management to dashboards, we risk conditioning people to optimize for whatever metrics are visible, regardless of whether those actions truly benefit the team, product, or company culture. This can easily discourage the very kinds of creative problem-solving and proactive work (like security investigations and cross-team help) that add real value but don’t directly hit the “productivity” metrics.
1. Stop Measuring, Start Listening
Metrics don’t tell the whole story. Deep understanding comes from listening to your team.
Schedule regular one-on-one meetings focused on challenges and achievements that can’t be quantified.
2. Celebrate Problem-Solving, Not Ticket-Clearing
Productivity isn’t about ticking boxes; it’s about tackling real challenges and creative problem-solving.
Recognize and reward employees who identify and solve underlying issues — even if they aren’t “on the board.”
3. Encourage Collaboration Over Competition
Great teams help each other. Supportive, collaborative teams drive innovation better than high performers focused only on individual output.
Build a team culture that rewards mentoring, knowledge sharing, and jumping in to help others without expecting personal credit.
4. Focus on Long-Term Value, Not Short-Term Output
Metrics can push teams to optimize for the immediate, often at the cost of the sustainable. Real impact takes time.
Empower engineers to dive into root problems and explore innovative solutions, even if it slows down immediate deliverables.
5. Remember, People Over Dashboards
Dashboards don’t tell you who helped a colleague, who saved a customer from a security risk, or who stayed late to make it right. Good managers know this.
Invest time in understanding your team’s unique contributions. Make a habit of recognizing contributions that aren’t visible on dashboards.
Leave a Reply