Curated Articles
How Game Designers Test a Million Plays Without Playing the Game a Million Times
November 7, 2026 - Reading time: 5 minutes
Game designers check balance at scale by letting computers do the playing. A card game, a dungeon generator or a reel-based title can be run thousands or millions of times in software, and the results expose patterns that no team of human testers could find on a normal schedule. The core technique is older than the video game industry, and it started with a deck of cards.
A solitaire problem at Los Alamos
In 1946, the mathematician Stanislaw Ulam was recovering from illness and passing the time with solitaire. He wondered how likely a given deal was to come out. Working that out with combinatorics was hopeless, because a 52-card deck can be ordered in roughly 8 × 10^67 ways. His insight was far simpler: deal a large number of random games, count the successes, and treat the ratio as the answer.
That shortcut became the Monte Carlo method. John von Neumann wrote the first computer formulation in a 1947 letter, Nicholas Metropolis supplied the name, and the first calculations ran on ENIAC in the spring of 1948. Game designers inherited the idea almost unchanged.
Workload Modelling in Software Performance Testing
November 3, 2026 - Reading time: 5 minutes
Your online store handles a busy afternoon without any trouble. During a weekend promotion, customers start reporting delayed payments and frozen carts. The load test passed last week - so what went wrong?
The test may have generated plenty of requests without matching real customer activity. Workload modelling helps you describe what users actually do and how frequently those actions reach your systems.
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.
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