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Survey of AI coding assistants for Linux, comparing leading tools and open-source options. Explains install and editor/terminal integration, code completion and generation, refactoring, tests, and shell help. Weighs privacy, on-device vs cloud models, costs, and licensing. Provides selection criteria, workflows, and benchmarking tips to boost productivity in Linux development.