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1Beyond "Sending Screenshots to LLMs": An Alternative Approach to Mobile UI Automation Traditional multimodal LLM UI automation faces high token costs, slow inference and black-box flaws. This structured parsing solution enables efficient, stable mobile UI automation with pure text LLM input.
2Why Most Manual Testers Find Test Platforms Frustrating: An Honest Look at API Automation Most manual testers find traditional test platforms frustrating. Here's why — and what actually works better for API automation (hint: scripts + a good framework).
3Testing as a Craft: Reshaping QA in the Age of AI (20-Year Insight) Explore the 20-year evolution of software testing. From manual automation to DeepSeek R1, a veteran practitioner shares deep insights into AI-driven innovation, technical paradigms, and the future of the testing craft. Read the full roadmap.
4What are the Software Cutting-Edge Tests Technologies in Today's AI Era? In today's AI smart era, automation has become mainstream, what are the cutting-edge tests technologies worthy of attention? This article summarizes some latest testing technologies.
5What is Compatibility of Apps/Games & how to Check it? What is compatibility of apps? Or games? This question is now very common since it holds high importance for many developers, newcomers in the industry, and software students. Let us discuss this in detail by touching on all basic concepts.