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Imagine you are developing a software application focused on Feature . Provide a detailed outline for integrating an AI copilot that assists developers during the coding process. Include at least three key functionalities the AI copilot should have, such as code suggestions, debugging assistance, or real-time error checking. Describe how these functionalities will enhance the efficiency and productivity of developers working on this feature. Additionally, suggest potential challenges this integration might face and propose strategies to overcome them.