Why Looking Busy Can Be a Bad Sign for Software Teams

When evaluating physical labor, we easily judge effort by sweat and visible progress, but applying the same instinct to knowledge work can be misleading. Managers often equate long hours and noisy collaboration with hard work, overlooking the value of well‑designed, maintainable code.

In 2004, the author worked at a cable TV company with two development teams. The analog TV team used Microsoft BizTalk, worked late nights, and constantly gathered around a single workstation to troubleshoot, giving the impression of intense effort.

In contrast, the digital TV team was led by a developer nicknamed David, who wrote concise, modular code with many small classes and methods. Although the team worked regular hours and rarely stayed late, David taught the author design patterns, SOLID principles, and unit testing, resulting in elegant, stable, and easily extensible software.

The outcome was that the digital team delivered higher quality with less apparent effort, challenging the belief that overtime equals productivity. Management, however, tended to reward visible hustle, creating a bias against teams that prioritize good design over long hours.

The author suggests that true performance should be judged by the usefulness and reliability of the software, not by how hard the developers appear to work. Remote work can help focus on outcomes rather than superficial metrics.

Ultimately, the piece warns that glorifying visible hard work can be a failure signal in software development, and advocates for evaluating teams based on results, code quality, and sustainable practices.