Submit Order (Prevent Double-Charge)

What would you ask before drawing a single box?

Ambiguity you would resolve with the interviewer: scope, scale, who uses it, what counts as done.

About Submit Order (Prevent Double-Charge)

Idempotency keys, dedup window, retry storms.

Difficulty
intermediate
Time
about 40 minutes
Stages
10
Topic
System Design Fundamentals

How this problem is worked

Ten stages, from the questions you would ask an interviewer to the trade-offs you would defend. Each asks one question, and the simulator runs the architecture you draw against the requirements you wrote.

  1. 01ClarificationsWhat would you ask before drawing a single box?
  2. 02Functional reqsWhat must this system actually do?
  3. 03Non-functionalWhat must it promise about speed, uptime and correctness?
  4. 04Capacity estimationHow much load and data does this have to hold?
  5. 05API designWhat does the outside world call, and what comes back?
  6. 06Data modelWhat gets stored, and what is it looked up by?
  7. 07Use-case breakdownHow does each requirement actually get served?
  8. 08High-level designWhich components handle a request, and in what order?
  9. 09Deep divesWhich part breaks first, and what do you do about it?
  10. 10Trade-offsWhat did this design cost, and what breaks at 10×?

Primary sources for this problem

  • Stripe — Designing robust APIs with idempotency
  • Stripe API Reference — Idempotent Requests (24h window, 409 concurrent, param-mismatch error)
  • Brandur — Implementing Stripe-like Idempotency Keys in Postgres (recovery points + atomic phases)
  • AWS Builders' Library — Timeouts, retries, and backoff with jitter (Marc Brooker)
  • Marc Brooker — Exponential Backoff And Jitter
  • Google SRE Book — Handling Overload + Addressing Cascading Failures (client-side throttling, retry budgets)

Browse the full problem catalog, or see what the simulator does and does not model.