AI tools in coding aim to assist developers rather than replace their skills. Developers often express concerns about whether AI truly enhances productivity or simply promotes product use. GitHub's approach focuses on integrating AI features seamlessly within existing workflows, minimizing disruptions that can break a developer's flow. The emphasis is on making suggestions contextually relevant, like proposing better variable names during renaming tasks, rather than forcing all interactions into chatboxes, which can be distracting. Feedback from developers highlights the need for AI to empower rather than automate for its own sake. Many want to eliminate tedious tasks like boilerplate code while maintaining control over critical decisions. AI-generated explanations can support learning but should not replace a developer’s own understanding. Customization options are vital, allowing users to adjust how often they receive suggestions and how intrusive these tools are. GitHub encourages direct feedback from developers to improve their tools and address issues like AI fatigue, ensuring that the tools remain useful and aligned with developers' needs.