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Breaking Down Know-Your-Customer Deepfake Attacks
Where Hardening Fits in the Deepfake Attack Surface A face isn’t proof of a person anymore. That’s the uncomfortable truth banks are learning as AI-generated faces and documents start slipping past Know-Your-Customer (KYC) checks that were built for a world before generative AI. Cameras show up at a handful of specific moments in a banking…
Android 17 Is Out. Is Your App Ready?
Every major Android release follows the same pattern. Google ships the OS, a segment of users upgrades quickly, and mobile teams scramble to validate behavior on a platform version they may not have tested against. Android 17 — codenamed Cinnamon Bun — is now available. It’s been rolling out since earlier in June, and user…
The Genie and the Contract
How spec-driven development (SDD) and test-driven development (TDD) actually fit together when a non-deterministic agent is writing your code — and where the naive version quietly falls apart. An unpredictable genie Kent Beck has spent five decades arguing that tests should come first. So it’s worth noticing how he describes the AI coding agents he…
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…
