Category: Engineering Analytics

Lead Time is one of the most important metrics for measuring the efficiency of a software development process. Despite its popularity, many companies still don’t fully leverage this metric to identify bottlenecks, improve predictability, and boost team productivity. In this article, I’ll break down what Lead Time is and what insights it can give you.…

Software metrics are essential for engineering leaders—they provide valuable insights to assess project performance and efficiency. But agreeing on key performance indicators (KPIs) can be tricky since different professionals have different perspectives on what really matters. Our goal here is to highlight and break down the key metrics that help engineering leaders make better decisions…

Understanding and managing lead time is critical for any project’s success. A shorter lead time means faster delivery to customers, allowing your company to respond quickly to market demands and user needs. But cutting lead time isn’t easy. It requires a strategic approach, from process optimization to continuous improvement and efficient priority management. The key…

Software metrics and estimates are key to measuring performance and estimating the time needed to complete projects efficiently. In this article, I’ll give you a clear overview of how these metrics and estimates are applied in agile development, ensuring you have everything you need to lead your teams effectively. What Are Software Metrics and Estimates?…

Implementing throughput in your software development team is one of the best ways to keep your project production organized. By collecting data through this metric, your engineering leadership can track team productivity and plan the project’s development before it even starts. This data also improves communication with your clients. Knowing how long each sprint takes…

Software development is a complex field that demands constant decision-making to balance innovation, speed, and quality. The concept of technical debt refers to short-term choices made to accelerate delivery, often compromising quality and creating long-term issues. To keep projects sustainable, it’s essential to measure technical debt using effective metrics that help assess its impact and guide…

Does your team seem to be delivering less than expected? Or maybe you’re struggling to understand if the work pace is really efficient? This is where the Throughput metric comes in—an essential tool for measuring productivity and tracking team performance. The Throughput metric helps answer key questions like: how many tasks can we complete in…

Before diving into pull request metrics, here’s a heads-up: don’t use these numbers to evaluate or compare individual team members’ performance. Not every effort shows up in the stats. Solving a complex bug might take days and result in just one line of code, while a simple change might look more “productive.” Alright, now let’s…

Striving for efficiency is a constant for software engineering teams. To reach that goal, it’s crucial to understand and monitor flow metrics. These metrics give valuable insights into the team’s performance, helping to identify bottlenecks and improvement opportunities. There are several flow metrics out there, but we believe these three are the key ones every…