The most effective use cases for chat assistance include those for assistant developers, where achieving 100% correctness is not crucial for usefulness. Chat tools can provide valuable suggestions that, while not perfect, serve as a starting point for further development and iteration. Additionally, there is potential in creating chat assistance that integrates seamlessly with internal resources like documentation, code, and best practices. This integration aims to minimize context switching and friction in the developer workflow, enhancing productivity and efficiency.

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