Consider using AI for Prebuilt Resolution

Currently, when we encounter prebuilts, we provide a link in the failing build to our documentation. While having documentation is great, encountering a large wall of text can be deterring for users.

We should consider ways to streamline this process using AI. Some ways to do this are to introduce an AI chatbot or AI assistant to help resolve prebuilts without the source-build team's intervention.

**Benefits:**
- Improves user experience by providing a more interactive and engaging way to resolve issues.
- Reduces the need for direct intervention from the source-build team, allowing us to focus on other tasks.
- Potentially faster resolution times for users encountering prebuilts.