A focused three-stage walkthrough
- 1Scope
Clarify scale, freshness, ranking, and privacy.
- 2Design
Define write, fan-out, storage, ranking, and read paths.
- 3Stress-test
Compare fan-out-on-write and fan-out-on-read for different users.
Make every architecture choice traceable
Clarify users, core operations, scale, latency, consistency, retention, and what is explicitly out of scope.
Define APIs and data models, then connect components through the critical read and write paths.
Identify bottlenecks, failures, security concerns, and the trade-offs behind your scaling choices.
What a strong practice attempt includes
- Requirements drive the architecture
- APIs and data ownership are explicit
- Scale and failure modes are addressed
- Trade-offs are explained instead of hidden
Answer the main question first, then take these on one at a time:
- How do celebrity accounts change the design?
- Where does ranking happen?
- How is privacy enforced?
Check your recording or written solution against this list:
- Ignoring privacy
- One fan-out strategy for everyone
- No degraded mode
This guide combines general interview-practice patterns with the public hiring material below. The practice prompt and coaching are PiriPiri AI editorial content, not official Meta questions or answers.
Official sources reviewed 20 September 2026.