Discussions on software development quality, R&D efficiency, high availability, technical quality, quality systems, assurance, architecture design, tool platforms, test development, continuous delivery, continuous testing, etc. Contact me with any article questions.
This guide shows how to leverage ChatGPT together with tools like VS Code, Markmap, and PlantUML to automatically create complete, non‑redundant test case mind maps that cover boundary conditions, scenario coverage, and eliminate duplicate tests, boosting testing efficiency.
This article explains the distinction between code coverage and test coverage, outlines testing strategies across functional, code, and architectural layers, offers practical steps and visualisation techniques, and highlights how AI can enhance both kinds of coverage in modern software testing.
Selecting an appropriate code coverage tool is crucial for ensuring software safety and reliability, and this article outlines ten key criteria—including compiler independence, ease of use, report clarity, support for safety-critical standards, integration flexibility, low overhead, language support, creative coding handling, security suitability, and licensing and support evaluation.
As DevOps accelerates software delivery, integrating robust security testing—through static, dynamic, interactive application security testing and software composition analysis—becomes essential, and this article explains the importance, methods, tools, and best practices, including Huawei Cloud’s approach, to ensure comprehensive protection across the development lifecycle.
This article traces the transformation of enterprise testing—from early manual, low‑coverage practices through script‑based automation, white‑box testing, and CI/CD pipelines—to a DevOps‑driven quality model that standardizes processes, expands test breadth, improves metrics, and shifts testing responsibilities toward development teams.
This article explains how security testing tools integrate into DevOps to form a DevSecOps model, outlines the differences between static and dynamic application security testing, and reviews popular SAST and DAST solutions that help protect software throughout its lifecycle.
This article explains the concept of precise testing, illustrates industry implementations at iQIYI and ByteDance, examines current practices within China Industrial and Commercial Bank, and outlines future enhancements such as dynamic analysis and intelligent test case recommendation to improve test efficiency and risk assessment.
This article explains how DevOps and continuous delivery rely on three practical rules, introduces layered automated testing concepts, details front‑end, back‑end and integration testing techniques with real code examples, and shows how test coverage and DevOps platform integration can improve software quality and delivery speed.
This article explains the challenges of testing in a rapidly evolving banking system and introduces a traffic recording and replay platform that automates test case generation, improves coverage, and reduces manual effort through web‑server, network‑stack, and application‑level recording techniques.
This article outlines the critical business areas, core performance metrics, testing approaches, templates, and tools—including Hyperledger Caliper—required to effectively implement and evaluate blockchain reconciliation systems for secure, accurate, and scalable financial operations.
