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AI coding assistants can generate code quickly, but experienced developers know that building reliable software requires much more than autocomplete. This guide explores practical AI pair programming workflows, including how to organize project context with CLAUDE.md, write prompts that produce production-ready code, and use AI for architecture discussions, debugging, and code reviews.