Modern software systems change fast. Teams ship features continuously, refactor frequently, and depend on APIs, cloud services, and third-party libraries. In this environment, testing cannot be an afterthought or a single layer of checks. A modern test strategy balances unit tests, integration tests, and end-to-end (E2E) tests so teams can release with confidence while keeping […]
Machine learning is not “done” when you get a good score in a notebook. The real challenge starts when a model must run reliably for months, handle new data, and stay useful as the environment changes. That is what MLOps (Machine Learning Operations) addresses: practices that make model delivery repeatable, testable, and safe. If you […]
JavaScript is widely used for building modern web applications, including dashboards, payment interfaces, and financial tools. However, when handling money, developers often encounter unexpected calculation errors. These issues are not bugs in JavaScript itself but stem from how floating-point arithmetic works at a fundamental level. For anyone building financial features as part of a full […]