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This article explores the integration of AI and ML models into software products, emphasizing the challenges faced by QA professionals. It introduces the Model Context Protocol (MCP), which facilitates seamless connectivity between AI models and external data. The post provides an accessible explanation of MCP, highlights essential knowledge for QA teams, outlines testing strategies for MCP-based systems, and showcases how tools like Test Collab can enhance the QA process.

In "Embracing the Microservices Revolution," explore a firsthand account of transitioning from monolithic to microservices architecture. Discover insights into the benefits and challenges of microservices, personal experiences with refactoring, and effective testing strategies to ensure smooth development transitions.

As of August 2024, Hong Kong has taken significant steps toward strengthening its cybersecurity framework, particularly focusing on critical infrastructure. This post explores the recent developments, legislative proposals, and the broader context of cybersecurity in Hong Kong based on a comprehensive research report.