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Here's What Your AI-Generated Code Is Not Telling You

  • AI coding assistants can introduce subtle performance issues, miss contextual constraints, and make reasonable assumptions that don't meet domain-specific requirements.
  • AI-generated code may lack understanding of business context, project conventions, architectural implications, and performance considerations at scale.
  • To use AI coding tools effectively, reserve them for boilerplate, review integration points carefully, and craft precise prompts with context.
  • Critical thinking and thorough code review are essential when utilizing AI tools, as they have inherent limitations in understanding the full context of a codebase and domain-specific requirements.

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