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The real impact of AI on software teams

Watch our talk on how AI is actually changing software organizations today — from who you hire to how teams collaborate and measure success.
Watch
In this session, Swarmia Founder & CEO Otto Hilska and Field CTO Rebecca Murphey discuss:

  • The impact of AI on team structure and hiring
  • How to measure the impact of AI
  • How to introduce AI to your engineering organization
  • How AI changes the best practices of software development

More from the swarmia blog
Otto Hilska · Jun 16, 2026

Measuring the productivity impact of AI coding tools: A practical guide for engineering leaders

Measuring the productivity impact of AI coding tools used to be a simpler problem. When I first wrote this article at the start of 2025, leaders mostly wanted to know one thing: are these tools worth adopting at all? And we were talking about acceptance rates, usage dashboards, metrics pre- and…
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Rebecca Murphey · Jan 7, 2025

The three pillars of effective software organizations

Call it what you want, but topics related to “ developer productivity ” and “ developer experience ” are at the top of many engineering leaders’ minds. That doesn’t mean the industry has agreed on these terms: some might consider “developer experience” to be wholly encompassed by asking developers…
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Rebecca Murphey · Jan 23, 2025

Understanding flow in software development: Economics, process, psychology

Flow is a rich concept in software development that encompasses multiple aspects of how work gets done. While we often discuss flow in terms of individual developer productivity or process efficiency, understanding flow through multiple lenses can help organizations optimize their software…
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