Problem Statement: Special Instructions at Marketplace Scale
Problem Statement: Special Instructions at Marketplace Scale — delivery instructions interview depth
Problem Statement: Special Instructions at Marketplace Scale
Design DoorDash/Amazon/Instacart-class delivery instructions: structured drop-off preferences, access codes, and order-scoped overrides propagated to couriers in near real time. This section covers problem statement: special instructions at marketplace scale in the understanding phase.
Operational detail
Instruction read p95 <120ms on driver app; push delivery p95 <3s after post-dispatch edit before pickup complete.
Failure and edge cases
Customer edits instructions after food is picked up—kitchen already printed bag labels with old notes
Interview checkpoints
Interview note (sec-01)
When presenting Problem Statement: Special Instructions at Marketplace Scale, cite instruction_revision_id, order snapshot pinning, and courier push fanout—not generic delivery instructions blobs.
1 public record InstructionRevisionId(String value) { 2 public static InstructionRevisionId mint() { 3 return new InstructionRevisionId("ir_" + java.util.UUID.randomUUID()); 4 } 5 }
1 def merge_order_snapshot(address: dict, override: dict | None) -> dict: 2 base = {k: address[k] for k in ("drop_off", "access_code", "notes")} 3 if override: 4 base.update({k: v for k, v in override.items() if v is not None}) 5 return base
1 export interface OrderInstructionSnapshot { 2 revisionId: string; 3 dropOff: "DOOR" | "HANDOFF" | "LOCKER"; 4 accessCode?: string; 5 notes?: string; 6 }
Why interviewers care
Delivery Instructions interviews reward crisp scope, explicit trade-offs, and failure stories—not generic microservice diagrams.
Interview checkpoint
Name one failure story for Problem Statement: Special Instructions at Marketplace Scale that proves you understand real outages, not happy-path diagrams.
Key Highlights
- •Consumers save reusable instructions on an address profile (gate code, leave at door, ring bell)
- •Each order pins an instruction_revision_id at checkout so fee disputes reference frozen text
- •Couriers see structured chips plus optional free-text within character caps
- •Post-dispatch edits fan out to assigned courier via push within seconds
Section Rescue Kit
Buzzwords to use:
Safe statements:
- "For Problem Statement: Special Instructions at Marketplace Scale, I'll separate address defaults from order snapshots before discussing storage."
- "Let me pin instruction_revision_id at checkout before estimating Kafka partitions."