Docker: The Antidote to AI's Dependency Chaos

AI projects face uniquely complex dependency challenges—CUDA versions, system libraries, and model files—that make the 'works on my machine' problem far more costly than in traditional software. Docker captures entire environments in portable images, eliminating hidden dependencies that plague team collaboration and deployment. For AI engineers, containerization fundamentally transforms how code moves from experimentation to production.