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One of the most common problems in software development is the difference between development and production environments. The familiar phrase “It works on my machine!” usually comes from exactly this problem. Docker addresses it through containerization, allowing applications and their dependencies to run in consistent, isolated environments. In this practical guide, we'll look at how Docker works, the problems it solves, how it differs from virtual machines, and how it can be used in real-world web and AI projects.
