NashTech Insights

The Dark Side of Velocity in Software Development: Pitfalls and Solutions

Minh Nguyen Ha
Minh Nguyen Ha
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dark side of velocity
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In the dynamic world of software development, various metrics are used to assess performance and forecast project completion. One such metric is Velocity. While Velocity can provide valuable insights into team productivity, it’s essential to recognize its limitations and potential negative consequences, both in a general context and, more importantly, within your own company. In this blog, we’ll explore the darker aspects of Velocity and discuss alternative ways to measure team performance.

1. Velocity for Forecasting, Not Comparison:

Velocity is often used to estimate how much work a team can complete within a given iteration. However, using Velocity as a comparative measure between teams can be misleading. Each team is unique in terms of skill sets, project complexity, and external factors. Comparing Velocity directly may result in inaccurate evaluations.

2. Manipulation and Performance Pressure:

When Velocity is used as a performance metric, it can inadvertently encourage teams to manipulate the numbers to appear more productive. This can lead to misreporting or overestimation, skewing the data and creating an unhealthy environment focused on metrics rather than actual outcomes.

3. Velocity Manipulation and Technical Debt:

Pressuring teams to inflate Velocity can lead to taking shortcuts and accumulating technical debt. Quality may be compromised in the pursuit of higher numbers, resulting in a negative impact on the project’s long-term health and sustainability.

4. Variant Metrics with Similar Pitfalls:

While Velocity itself may have its issues, the use of variant metrics can exacerbate the problem. Metrics like Productivity or % Release Scope Deviation might seem like alternatives, but they can introduce similar challenges and biases.

5. Velocity as a Performance Indicator in Outsourcing:

In outsourcing scenarios, where the client and company may be geographically separated, there’s often a desire to measure the progress of development teams. However, relying solely on Velocity can lead to inaccurate perceptions of performance and hinder the collaborative aspect of the partnership.

It’s clear that relying solely on Velocity can have detrimental effects on team dynamics and project outcomes. So, what are the alternatives?

Solutions and Alternatives:

  • Focus on Outcome, Not Output: Shift the emphasis from measuring lines of code produced to the actual value delivered to the end-users. Quality and functionality should take precedence over raw numbers.
  • Implement Balanced Metrics: Use a combination of metrics that include not only Velocity but also code quality, customer satisfaction, and on-time delivery. A holistic view provides a more accurate representation of team performance.
  • Embrace Continuous Improvement: Encourage teams to reflect on their processes and seek ways to improve collaboratively. This fosters a culture of learning and growth, which ultimately leads to better outcomes.
  • Transparent Communication: Ensure open communication between teams, management, and clients. Share successes and challenges to foster trust and understanding, reducing the need for overemphasizing metrics.


Velocity is a tool, not a definitive measure of success. While it has its merits, it can easily be misused, leading to detrimental effects on teams and projects. By adopting a more balanced approach to performance measurement, focusing on outcomes, and fostering transparent communication, we can navigate the potential pitfalls of Velocity and guide our projects towards success in a healthier and more sustainable manner.

Minh Nguyen Ha

Minh Nguyen Ha

Hey there! I'm Minh, a Project Manager driven by a passion for Agile methodologies and leadership. With over a decade of navigating the Agile landscape, I thrive on adapting these methodologies to our unique challenges in an outsourcing environment. Beyond managing projects, my heart lies in leadership – nurturing collaborative teams and fostering innovation. Inspired by NashTech's call to think differently, I'm dedicated to guiding my team toward innovative frontiers. When I'm not at work, you'll find me running, exploring, and pushing boundaries. Let's connect and embark on this journey together!

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