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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.
2Optimizing Word Frequency Statistics with Kafka and Spark Streaming In this article, we present an optimized solution using Kafka and Spark Streaming, which significantly reduces the cost of querying large numbers of indexes and improves the timeliness of word frequency updates.
3How to Build a Complete Performance Testing Knowledge System Learn how to build a systematic performance testing knowledge system, master core terminology, pressure models, system architecture, monitoring, troubleshooting and practical testing skills.
4How to Generate Makefile for Software Development in Linux using Autoconf and Automake This article provides a step-by-step guide on how to generate a makefile for a typical project structure, including the use of bin, include, and src directories.
5Efficient Testing Strategies: Optimizing Your Test Automation Process This article explores various testing strategies that can help optimize your test automation process, including leveraging database calls, optimizing cross-browser testing, streamlining CI/CD builds, automated unit testing, parallel testing, and following best practices.