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

MarTech
How CMOs Must Respond as AI Redefines Marketing and MarTech Strategy
February 16, 2026

AI is shifting marketing from experimentation to operational integration. In this episode, Aby Varma speaks with Palmer Houchins, VP of Marketing at G2, about embedding AI into workflows, rethinking org design, and navigating rapid change across the MarTech landscape. From LLM copilots to agentic workflows, they unpack practical adoption lessons and the increasing importance of…

Read More
experiential learning
Flood the Zone: University of Virginia’s New Strategy to Scale Experiential Learning for Every Student
February 16, 2026

Experiential learning is having a bit of a reckoning moment in higher ed. For years, the default answer was “get an internship” or “do a co-op”—as if every student can pause life, relocate for a summer, and take on a high-stakes role that’s supposed to define their future. But students’ realities have changed: many…

Read More
free tools
The True Cost of Free Tools: When Free Platforms Own More of Your Network Than You Do
February 12, 2026

Nowadays, getting a project off the ground usually means moving fast. A quick map gets sketched. A file gets shared. A design gets reviewed in whatever tool is closest at hand. In the moment, it feels efficient — even smart. But in the telecommunications industry, as networks become more automated, location-aware, and powered by AI,…

Read More
telecom
Predictive Networks: How Baron Weather and GIS are Strengthening Telecom Operations
February 12, 2026

Severe weather is no longer an occasional disruption for telecom providers—it’s becoming part of the operating environment. During Hurricane Ida in 2021, the Federal Communications Commission reported that nearly 1,000 cell sites across Louisiana and Mississippi went offline. In 2024, Hurricane Milton left more than 12% of cell sites in impacted areas of Florida…

Read More