We have a software engineering and product development seat on our Accountability Chart, but we struggle to find objective weekly scorecard metrics that are not just binary project completion dates. What should we track?

Question

Tyler Smith · Accepted Answer

Measuring a software engineering or product development seat on a weekly scorecard requires moving away from massive, multi-month project deadlines. If you only track whether a project is on schedule, you will go weeks with a green status before suddenly hitting a massive delay.

Instead, break down the development pipeline into weekly flow and quality metrics. First, track weekly sprint velocity, which measures the volume of work units or story points your engineering team actually completed during the week versus what they committed to. This reveals their capacity and predictability in real time.

Second, measure software quality by tracking the number of critical bugs or issues identified in production each week. This ensures your developers are not rushing to hit deployment deadlines at the expense of stability.

Third, track the cycle time of pull requests, measuring how long it takes for a developer's code to be reviewed and merged. A slow cycle time indicates a bottleneck in your review process that will eventually delay your entire product roadmap.

By tracking these leading flow and quality metrics, you gain a clear, objective picture of your development team's productivity. This data-driven approach removes the subjectivity from engineering management and allows you to forecast product release dates with high accuracy.