Back-of-Envelope Estimation
🔴 P0 — expected in every system design interview; grounds design decisions in numbers
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397 words·
2 mins
Axioms and mental models that underpin every distributed system. These are not patterns per se but conceptual foundations that patterns build on. If you can’t articulate these clearly, pattern-level answers lack grounding.
| Pattern | Priority |
|---|---|
| Statelessness & State Management | 🔴 P0 |
| Idempotency | 🔴 P0 |
| Failure & Partial Failures | 🔴 P0 |
| Fallacies of Distributed Computing | 🟠P1 |
| Back-of-Envelope Estimation | 🔴 P0 |
🔴 P0 — expected in every system design interview; grounds design decisions in numbers
🔴 P0 — appears in nearly every system design interview
🟠P1 — Peter Deutsch’s eight fallacies; useful as a shortcut reference in interviews
🔴 P0 — the defining characteristic of distributed systems
🔴 P0 — critical for payment systems, Stripe’s public API design is built on this