I spent the first few minutes just trying to scope it.
Start by clarifying the scope and requirements of Facebook's email system, such as whether it's for internal notifications or a full email service like Gmail. Then, outline a high-level architecture covering key components like email sending, receiving, storage, and spam filtering, and dive into trade-offs for scalability and reliability.
Pro tip: Emphasize the unique scale and integration with Facebook's existing infrastructure (e.g., using social graph for spam detection) to show product sense and technical depth. Discuss how you would handle email deliverability and reputation, which is often overlooked but critical.
Ask questions to understand the scope: Is this for internal notifications, marketing emails, or a full email service? What are the scale, latency, and reliability requirements? What features are needed (e.g., attachments, search, spam filtering)?
Outline the main components: email sending service, receiving service (if applicable), storage (mailboxes, attachments), indexing for search, spam filtering, and user interface. Sketch a diagram showing data flow.
Pick 2-3 critical components (e.g., storage, spam filtering, scalability) and discuss design choices, trade-offs, and technologies (e.g., distributed storage like Haystack for attachments, machine learning for spam).
Explain how the system handles Facebook-scale traffic: partitioning, replication, fault tolerance, and disaster recovery. Discuss trade-offs between consistency and availability.
Highlight how the email system integrates with Facebook's social graph, existing infrastructure, and user experience. Consider features like social spam detection, priority inbox, or unified messaging.
AI-generated suggestions, not part of the candidate's original notes. May be inaccurate — verify before relying on them.