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WHOOP·Software Engineer·Onsite - System Design / Architecture·Senior

SeniorPrefer not to say
May 2026

Summary

Whoop iOS interview, system design round focused entirely on BLE command handling for a wearable. Pretty niche problem that sits somewhere between mobile architecture and embedded systems thinking. Left feeling like I covered the basics but probably undersold the concurrency side.

Questions Asked (1)

Q1

Design a BLE command handler for an iOS app that communicates with a wearable device. Commands must be serialized strictly, with timeout handling, response matching, concurrent enqueueing from multiple app components, and a defined failure policy when a command times out. Walk through your architecture, concurrency model, and how you'd test it.

System DesignTechnical Trade-offsAPI & Integrations
Author's notes

This is a meaty one.

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AI HintsAI Generated

Suggested Approach

Start by clarifying requirements and constraints (e.g., command types, expected latency, failure handling). Then propose a serial command queue with a single worker that processes commands one at a time, using async/await or a dedicated serial dispatch queue. Finally, detail timeout handling, response matching, and testing strategy.

Pro tip: Emphasize idempotency and cancellation: when a timeout occurs, ensure the command is not retried blindly, and provide a way to cancel pending commands to avoid stale responses. Also, mention using Combine or async sequences for clean concurrency.

1. Clarify Requirements and Constraints

Ask about command types, expected response times, maximum queue size, and whether commands can be cancelled. Confirm the failure policy: should timeouts trigger retries, fallbacks, or just error reporting?

2. Design the Serial Command Queue

Propose a thread-safe queue (e.g., using a serial DispatchQueue or an actor) that enqueues commands from any component. A single worker dequeues and executes commands sequentially, ensuring strict serialization.

3. Implement Timeout and Response Matching

For each command, start a timer (e.g., DispatchSourceTimer or Task with timeout). Match responses using a unique command ID or sequence number. On timeout, cancel the command and invoke the failure policy.

4. Define Failure Policy and Error Handling

Specify behavior on timeout: e.g., mark command as failed, notify the caller, and optionally retry with backoff. Ensure the queue continues processing subsequent commands and that resources are cleaned up.

5. Outline Testing Strategy

Describe unit tests with a mock BLE layer to simulate responses, timeouts, and concurrent enqueues. Include integration tests on real devices and stress tests for high load.

Key Points to Mention

  • Use of a serial queue or actor to guarantee strict command serialization.
  • Timeout handling with per-command timers and cancellation.
  • Response matching via unique command identifiers.
  • Thread-safe enqueueing from multiple components (e.g., using locks or async/await).
  • Failure policy: retries, error propagation, and queue continuation.
  • Testing with mocks, fault injection, and concurrency stress tests.

AI-generated suggestions, not part of the candidate's original notes. May be inaccurate — verify before relying on them.