Continuous Integration and Automated Testing: When, Why, and How

No one loved group projects in school, but working together as a team is important at any level of business.

Working in a team always can be complicated, but that’s especially true when developing engineering services for medical device, said Mike Goulet, Program Manager and Principal Software Engineer at Sunrise Labs. That’s why developing processes that run on their own, like continuous integration and automated testing, is critical.

“One benefit and one real challenge in medical device development is … controlling the tools that are used to develop the software. One of the projects I was on recently, I think there must be 20, 30, 40 maybe 50 if you add it all up – [there were] so many tools involved in that build of software between compliers, handwritten tools, off-the-shelf products, repositories, testing tools,” Goulet said.

“When you’ve got 20 developers and you say, ‘This is how you’re supposed to develop the software and these are the tools and configurations you’re supposed to use,’ it’s really, really important you do it in a very specific way, because we have to control the inputs and outputs.”

That’s especially true in an industry like the heavily regulated medical device space. With continuous integration, all members of the team can find the right tools all in one place.

Keeping everyone on the same page and making sure the software stays in compliance is among the benefits of deploying continuous integration and automated testing, and, as Jim Turner, Director of Software Engineering at Sunrise Labs, noted, it’s an opportunity to make sure work isn’t repeated or undone, saving time and money for the client.

“The concept is not too hard, but entropy is at work. You get developers, you get five people together, and you don’t have control over what they’re going to do – you’ll have a mess on your hands very shortly,” Turner said. “So, think about the universe wanting to break apart. So does your code, ultimately, so you’ve got to put the processes together to bring it back.”

Follow us on social media for the latest updates in B2B!

Twitter – @MarketScale
Facebook – facebook.com/marketscale
LinkedIn – linkedin.com/company/marketscale

Follow us on social media for the latest updates in B2B!

Image

Latest

skilled trades mentorship
Why the Modern Data Center Is Forcing Communities and Policymakers to Rethink Infrastructure
April 21, 2026

Data centers have moved from largely invisible digital infrastructure to a highly visible source of public debate as artificial intelligence accelerates demand for power, fiber, and compute capacity. The modern data center is now being built closer to population centers to support low-latency services, bringing critical infrastructure into direct contact with residential communities for…

Read More
Inside the Spot Freight Shift: How Manifold Is Simplifying a Fragmented Logistics Market
April 21, 2026

The freight market is in the midst of a notable shift. With national tender rejection rates approaching 14% by the end of Q1, freight conditions have shifted back in carriers’ favor, often coinciding with increased activity in the spot market. At the same time, logistics teams are juggling an increasingly fragmented ecosystem of portals, emails,…

Read More
healthcare 2026
Healthcare’s 2026 Reality: Growing Workforce Gaps, Tiered Access, and the Rise of AI Support
April 20, 2026

Healthcare systems are entering 2026 under mounting pressure. A growing, aging population and rising disease burden are colliding with persistent workforce shortages—highlighted by projections that new cancer diagnoses in the U.S. will surpass two million this year alone. The stakes are no longer theoretical: delays in care, limited specialist access, and widening disparities are…

Read More
Mental Health Care
Policy, AI, and New Funding Models Are Reshaping Mental Health Care Delivery
April 16, 2026

Mental health care isn’t a new problem—but it’s finally being treated like an urgent one. After years of being sidelined, the cracks in the system are becoming impossible to ignore: overstretched clinicians, long wait times, and entire communities without consistent access to care. In the U.S., the scale is striking—more than one in five…

Read More