TestMu AI Blogs

Test OTT and video streaming apps on real devices: DRM (Widevine, FairPlay), adaptive bitrate on mobile networks, codec fragmentation, and Appium automation.

Learn how to test push notifications on real Android and iOS devices with APNs, Firebase FCM, and Appium. Validate delivery, taps, and notification states.

Learn how to test dark mode across browsers: what breaks in each engine, and how to run real-session, automated, and AI-driven prefers-color-scheme checks.

European Accessibility Act compliance explained: what the EAA covers, who must comply, the EN 301 549 and WCAG standards, penalties, and how it is enforced.

I built a Salesforce-style CRM with Claude in 25 minutes, then verified it end-to-end with Kane CLI in 15. Here is the layout bug that verification caught.

Pega testing validates low-code Pega applications across unit, UI, and API layers. Learn Pega testing types, the tools involved, and how to automate at scale.

Enterprise application testing explained: the core testing types, a risk-tiered strategy, common challenges, and how to validate complex business apps at scale.

Playwright iOS testing guide: emulate iPhone Safari with WebKit, understand the WebKit vs real Safari gap, and run Playwright tests on real iOS devices in CI.

Learn how to test Apple Pay on real iOS devices. Covers sandbox setup, Appium automation with the applePay capability, device matrix, and CI/CD integration.

The state of AI browser agents in 2026: what is solved, what is still broken, and the benchmark and security data behind AI agents that act on the live web.

Confirmation testing means retesting a fix to confirm the bug is gone. Learn how it differs from regression testing and how to verify a fix across browsers.

Test a banking application across every browser before release. Build the coverage matrix, run real-time checks on login and transfers, and catch bugs early.

Test whether your site breaks when users run ad blockers. See what fails, which blockers and browsers to check, and how to test it live across browsers.

OCR in test automation verifies text your DOM cannot see, inside images, canvas, and PDFs. Learn when to use OCR and how to keep assertions reliable at scale.

Chain-of-Thought prompting guides an LLM to reason step by step before answering. Learn how CoT works, its techniques, benefits, limits, and QA uses.

Few-shot prompting gives an AI model a few examples to improve accuracy without fine-tuning. Learn how it works, best practices, and how QA teams apply it.

What's new at TestMu AI in May: KaneAI drag-and-drop gestures, SmartUI A/B testing, manual app profiling, plus Accessibility, Test Manager and Insights updates.

Playwright automates WebView content on Android, Electron and Edge WebView2, but never native UI. See each API, its limits, and WebView tests on real devices.

Browser automation frameworks rarely fail in a demo. At scale, parallelization, flakiness, coverage, and maintenance decide the outcome. Here's what to weigh.

One-shot prompting guides an AI model with a single example before a task. Learn how it works, its structure, best practices, and how QA teams apply it.