Category: Engineering Analytics

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…

In this article, we’re going to talk about why WIP (Work In Progress) is important, how to manage it in engineering teams, and share some strategies to help you set WIP limits in your project. What does WIP mean? WIP, or *Work in Progress*, is a key concept for understanding how efficient a project is.…

Throughput in Scrum is a key metric for evaluating the efficiency and productivity of software development teams. It shows the amount of work completed in a certain period, helping to identify potential bottlenecks and areas for improvement. What is Throughput? Throughput is a metric that measures the amount of work completed by a team within…

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?…

The world of software delivery is full of terms and metrics that can seem confusing at first glance. Two of these commonly used but often misunderstood terms are Cycle Time and Lead Time. While they may seem similar at first, these metrics play distinct roles in process and project management. In this article, we’ll break…

When it comes to software development and delivery cycles, deployment time is one of the most crucial factors for agility. An efficient deployment means reducing the time between creating a feature or fix and getting it into production, resulting in faster value delivery to users. In this article, we’ll cover some practical techniques to help…