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Decoding Mobile App Crashes — From Chaos to Clarity
Mobile apps are under constant attack. According to Digital.ai’s 2026 Application Security Threat Report, the attack rate on enterprise applications has climbed from 55% to 87% since 2022. The tools and expertise needed to reverse-engineer a mobile app have never been more accessible. A threat actor with a laptop and an LLM subscription can now…
Why EU AI Act Readiness Starts in the Software Delivery Pipeline
AI is changing how software is designed, written, tested, deployed, and operated. But in many enterprises, governance still happens in spreadsheets, documents, and disconnected review processes. This makes it difficult to prove that governance standards are followed. This is addressed through orchestrated, auditable release controls. Compliance depends on each organization’s AI systems, risk classification,…
The Invisible Side of UX: Why Quality Testing Is the Foundation of User Trust
When the Redesign Isn’t the Problem Picture this: your bank just rolled out a complete redesign of its app. Every screen looks sharp. Navigation is simpler. There’s a new AI assistant that promises to help you manage your money faster than ever. It’s the kind of release a product team is proud to ship. You…
Why Pass Rate Isn’t a Release Signal
What “good enough to ship” actually means – and what your current metrics aren’t telling you Pass rate is not a release signal. Here’s what is. It’s Thursday afternoon. Release is scheduled for Friday morning. You open the dashboard. 94% pass rate. The failing tests are ones you’ve seen before – intermittent, usually green on a rerun. You rerun them. Green. You sign off. …
How to Meet (and exceed!) IEEE 1735
Last month I received a recruiting email from someone claiming to be a Senior Recruiter at Workday. Polished. Personalized. No typos. My first name in the subject line, bypassing all email filters. I didn’t reply. I checked the sender domain: `hiring-workday.co`. Not `workday.com`. DNS records showed mail routing through `emx.mail.ru`. Raw SMTP headers confirmed origin…
Innovation in Testing Is Becoming an Ecosystem Opportunity
For a long time, innovation in software testing has been discussed mostly at the product level: a new feature, a new dashboard, a new framework, or a new way to automate part of the workflow. Those things still matter. But as AI becomes more active in the testing lifecycle, the next wave of innovation will…
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…
