Curated Articles
Handling SIGTERM in Kubernetes Without Dropping Requests
October 29, 2026 - Reading time: 8 minutes
A rolling update looks clean in the dashboard: new pods come up, old pods go away, and the deployment reports success. Then someone checks the load balancer logs and finds a small cluster of 502 and 503 errors at the exact minute of every release. Nothing crashed. The old pods simply stopped serving while traffic was still headed their way.
This is one of the most common reliability gaps in Kubernetes, and it rarely shows up in testing because test traffic is too light to hit the window. The fix isn't a single setting. It's an agreement between the kubelet, the endpoint controllers, your load balancer, and the process running inside the container. This article walks through that sequence step by step and shows where each piece can fail.
Azure MCP Server
October 28, 2026 - Reading time: 8 minutes
The Azure MCP Server is a server from Microsoft that implements the Model Context Protocol (MCP) so that AI agents and MCP clients can work with Azure resources through natural language. It authenticates with Microsoft Entra ID through the Azure Identity library and limits actions to the caller's Azure role-based access control (RBAC) permissions.
How to Protect Your Revenue Cycle During an EHR or Practice Management System Change
October 28, 2026 - Reading time: 6 minutes
Switching to a new EHR or practice management system is one of the biggest operational projects a healthcare organization can take on. The goal is usually better workflows, stronger reporting, or tools that fit a growing practice. But the transition itself is risky for revenue. Claims get stuck between the old and new systems, staff slow down while learning new screens, and small setup errors can cause denials for weeks before anyone notices. Many organizations see collections dip for several months after go-live, and some take far longer to recover. The good news is that most of these problems are predictable, and with careful planning, a system change doesn't have to turn into a cash flow crisis.
5 Things Science Says Happen to Your Body When You Spend Time in Nature
October 21, 2026 - Reading time: 2 minutes
Spending time in nature is linked to measurable changes in the body, and researchers have tracked them using saliva samples, blood pressure readings and sleep measurements. Many of the effects appear after modest amounts of time outdoors, although a few come from studies of longer trips, and the research on each is still growing.
Generating Letters at Scale With Spring Batch and PDF Templates
October 21, 2026 - Reading time: 3 minutes
Spring Batch suits letter generation because a large run breaks down naturally into reading a record, merging it into a template and writing a PDF. The framework already handles chunking, restarts and job history, so the decisions that shape the result are the template design and the format of the output files, and settling those early keeps reruns predictable across tens of thousands of records.
How XDR Connects the Disconnected Layers of Cybersecurity
October 17, 2026 - Reading time: 7 minutes
Modern organizations depend on a diverse mix of endpoints, cloud services, networks, email systems, applications, and digital identities. Each layer creates valuable security information, but that information is often distributed across separate tools. An endpoint system may detect suspicious software while an identity platform records an unusual login and a network service identifies communication with an unknown domain.
Viewed separately, these events may appear unrelated. Together, they may reveal a coordinated attack.
Extended Detection and Response, commonly called XDR, addresses this visibility problem by bringing security information from multiple sources into a connected detection and response process. Instead of treating every alert as an isolated event, XDR helps security teams examine relationships among users, devices, processes, communications, and other activity.
Technology and Malaysian Play and Social Life
October 15, 2026 - Reading time: 4 minutes
For numerous Malaysians, the smartphone is a key device for playing, relaxing and connecting with others. Games, video clips and chats through mobile devices now constitute an increasingly larger proportion of the time that used to be devoted primarily to face-to-face interactions. However, this does not mean that face-to-face interactions are obsolete, and many people combine both forms of activity. Continue reading to learn more about this topic.
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