How should I structure a 45–60 minute frontend system design interview?

Follow the RADIO framework: Clarify Requirements (0–5 min), lay out high-level Architecture (5–15 min), define Data Model & state boundaries (15–25 min), specify Interfaces & API contracts (25–35 min), and detail Optimizations & tradeoffs (35–50 min).

What is the most critical difference between junior and senior frontend system design answers?

Senior answers clearly separate state boundaries (local interaction state, shared client store, and server cache), design explicit network contracts with failure handling, and state architectural tradeoffs out loud rather than just naming libraries.

How do interviewers evaluate performance in frontend architecture?

They look for rendering strategy selection per route (SSG, ISR, SSR, Streaming SSR), DOM virtualization for long lists, bundle splitting, asset prefetching, network backpressure management, and Core Web Vitals awareness (LCP, INP, CLS).

Design Perplexity (RAG Search with Citations)

hardAI

Asked at

GitHub, Google, OpenAI, Perplexity

Problem statement

Design a Perplexity-style search product — the 5-stage RAG pipeline (search → fetch → rerank → synthesize → render), inline citations that stay anchored as tokens stream, cache+freshness, and the clean frontend/backend boundary. Mentor-tone walkthrough with four flow diagrams.

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Full RADIO-framework walkthrough with architecture diagrams
Data model, API design, and rendering strategy trade-offs
Performance, accessibility, and offline sections plus a model answer

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Design Perplexity (RAG Search with Citations)

Problem statement

The full solution is part of HelloFrontend Pro

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