DevOps Tools
Reducing Risk in Healthcare Application Testing
In healthcare, releases are not just about delivering new functionality. They affect how clinicians access information, how patients interact with care systems, and how connected devices exchange critical data. The question is no longer whether testing is happening. It’s whether testing reflects the workflows, environments, and constraints healthcare applications actually depend on—and whether teams have…
The Fourth Wave: AI Is Writing the Code. Who’s Is Testing It?
Agentic Software Development, what I have called the Fourth Wave, is accelerating at a rate that could not have been predicted. Advances in frontier models, accelerated enterprise adoption, and what seems like endless capital investment have quickly made coding agents one of the fastest technology diffusions in history. AI coding agents (and copilots) have fundamentally…
Your CarPlay Test Passed. What Did the Driver See?
If your team is building an Apple CarPlay-enabled application, validating what happens on the main display is often one of the first testing priorities. The question many teams still struggle to answer is what was shown on the instrument cluster during the test. For navigation, EV, media, and communication applications, that driver-facing display is often…
Choosing the Right Deployment Model for Testing – SaaS, On-Prem or Hybrid
Here’s a question that comes up more than it should: a team spends months evaluating testing platforms, comparing features, pricing, integrations, and then, right at the end, someone asks: “so where does this actually run?” The deployment model is not a checkbox. It’s the foundation. Get it wrong and you’re either fighting your own security…
iOS 27 Beta Is Here. Test Your Apps With Digital.ai Testing.
Apple has begun rolling out iOS 27 Beta for developers and testers. As with every major iOS release, the beta period is the window teams have to validate how their applications behave on the next generation of the platform before it reaches hundreds of millions of devices simultaneously. Digital.ai Testing supports iOS 27 Beta on…
How Teams Are Scaling Playwright Beyond Local CI
The numbers back it up. Adoption among professional QA teams grew from 12% to 45% between 2023 and 2025 — surpassing Selenium in active adoption on new projects for the first time. Weekly npm downloads have grown from 1.2 million to 52 million over the same period. More than 12,000 companies now run Playwright in…
The Three Hardest Arguments Against White-Box Cryptography–and Why They Miss the Point
In part 1 of the series , we looked at where hardware security stops: why Android’s TLS stack bypasses StrongBox entirely, why hardware fragmentation leaves most of your users unprotected, and why hardware security can’t defend the protocol layer from binary reverse engineering. If you haven’t read it, that context matters here. This post addresses a…
The Myth of “Rip-and-Replace” Software Delivery in Regulated Enterprises
In regulated industries, the pressure to “modernize the delivery toolchain” is relentless. Every year brings a new promise: a single cloud-native delivery platform, a consolidated pipeline, an opinionated way of working that will finally eliminate friction. But for regulated enterprises, ripping and replacing software delivery solutions is often just a different kind of risk—because the…
Why Healthcare Workflows Are Hard to Test
In healthcare applications, the workflows that matter most are often the hardest to test. Not just individual features, but complete workflows—patient monitoring, clinical documentation, prescription management, and connected device interactions. These workflows don’t operate in isolation. They depend on devices, environments, systems, and conditions that standard testing approaches don’t always handle well. Healthcare Workflows Extend…
Your Hardware Security Is Working. That’s Not the Problem.
We hear a version of this objection regularly: “We’re already using Android StrongBox. We have ECDH key exchange. Our keys never leave the hardware. Why would we need white-box cryptography on top of that?” It’s a fair question. StrongBox, TEE-backed Keystore, and ECDH are genuinely strong technologies. Dismissing them would be intellectually dishonest–and unhelpful. So…
