Videos
Real Devices vs. Virtual Devices: Why Enterprise Mobile Testing Can’t Afford to Get This Wrong
Your customers judge your brand through a screen that fits in their pocket. When your mobile app is fast and reliable, they barely notice it. When it stutters, drains their battery, or crashes at checkout, they notice immediately, and many of them leave. For an enterprise, the mobile experience is not a feature. It is…
From Accessibility Findings to Release Evidence: WCAG Scans Are Now Built Into Your Test Reports
Automated accessibility testing can identify up to 57% of digital accessibility issues, according to Deque’s Automated Accessibility Coverage Report. That’s a meaningful chunk of coverage, and it’s also a reminder that finding an issue is only the first step. Every finding still has to be reviewed, understood, and factored into a release decision. And that’s…
The EAA Has Been Enforced for a Year. Most Teams Still Can’t Prove Compliance
On June 28, 2025, the European Accessibility Act moved from deadline to enforcement. That was over a year ago now. If it doesn’t feel urgent anymore, that’s normal. Deadlines fade fast once nothing visibly breaks. But accessibility doesn’t fail like a server outage. The consequences show up later, as a lawsuit, a failed audit, a…
From Days to Hours: How White Hat Reverse Engineering Evolved with AI
In 2020, reverse engineering a non-trivial binary often took days of careful analysis for security researchers and engineers to understand vulnerabilities and protect systems. They would move through strings, imports, disassembly, decompiled code, and call graphs, gradually building a mental model of the software. That process was not just about extracting facts. It was also…
Best Practices for Root Cause Analysis Optimization
By now, it’s undeniable that AI is transforming the way we deliver software. Coding agents are increasing the volume of code faster than humans can investigate failures. While testing teams can theoretically use AI to create and execute more tests, in practice, automation outputs are disparate, disorganized, and require a human to interpret. This is…
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,…
