AI coding agents excel at generating code but struggle with understanding and navigating the complex, context-dependent environments in which that code must run. This limitation highlights the critical role of "scaffolding"—the implicit knowledge and configurations required for development—which current AI tools cannot fully grasp or replicate. Developers should focus on creating structured documentation and context files to help AI agents better operate within these intricate production settings.
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