Sanplex Blog

As machine learning moves beyond experimentation, enterprises need repeatable ways to deploy, monitor, and improve models in production. MLOps marks the beginning of AI becoming a true engineering discipline.

This article explores how mindful project management helps teams balance productivity and well-being. It highlights intentional tool selection, thoughtful use of analytics, healthier communication, and stronger support for mental well-being, with Sanplex as a practical example of a human-centred platform.

Metrics alone cannot fully explain what is happening inside a Kubernetes cluster. Kubernetes Events add critical context for troubleshooting, alerting, and operational visibility, especially when combined with persistent storage and real-time analysis.

This article outlines ten common mistakes made by newcomers in automated testing to help them avoid unnecessary pitfalls. Key tips include defining the right scope, selecting appropriate tools, prioritizing code reusability, and evaluating ROI, while warning against the myth of achieving 100% automation.

This article explores how Sanplex strengthens internal audit by centralising audit data, improving planning, standardising processes, enabling real-time execution, tracking corrective actions, supporting risk-based auditing, reducing audit effort, and improving communication across stakeholders.

Here are some issues I have met while implementing agile.

Here are some issues I have met while implementing agile.

An agile coach inspires and empowers others as an external member of the team/department, sometimes he's like a Superman or Batman who saves one person and then goes on to save the next. However, there are really many agile coaches who overlook the importance of "internal cooperation", which has buried a bomb in the following Agile transformation.

What is management? Every manager has an understanding of it. In daily management, people often work ineffectively and fail to produce proper results because of the manager's misconceptions about management. Therefore, managers need to grasp the following five common concepts of management.

This article explores the underlying logic of software testing across processes, analysis, design, automation, and the testers themselves. It emphasizes systematic thinking, the 80/20 principle, forming closed loops in R&D, and the critical importance of human insight driving automation and continuous learning.