Problem Framing and Scope
How Problem Framing and Scope (understanding) informs Do Not Disturb architecture and interviewer depth.
Problem Framing and Scope
Apple Focus modes, Android Do Not Disturb, and Slack notification pauses all solve the same backend problem: translate human intent into a machine-checkable policy that every downstream notifier must honor before spending money on push tokens, SMS segments, or websocket fan-out.
In interviews, open with scope boundaries. You own schedule windows, per-surface muting, allow-lists for VIP senders, digest deferral, and audit-friendly reason codes. You do not own message storage, full push infrastructure, or marketing campaign builders unless the interviewer expands scope.
State three invariants early: (1) no delivery without an eligibility evaluation tied to a policy snapshot version; (2) legal or safety alerts may bypass user mute but must emit bypass_legal reason codes; (3) multi-device updates converge via monotonic versioning, not last-writer-wins on silent fields.
1 from enum import Enum 2 from dataclasses import dataclass 3 from datetime import datetime 4 5 class DndDecision(str, Enum): 6 ALLOW = "allow" 7 SUPPRESS = "suppress" 8 DEFER_DIGEST = "defer_digest" 9 BYPASS_LEGAL = "bypass_legal" 10 11 @dataclass(frozen=True) 12 class EvaluateRequest: 13 user_id: str 14 workspace_id: str 15 channel_id: str 16 category: str 17 policy_version: int 18 event_time: datetime
Section 1 interview angle
When discussing problem framing and scope, tie claims to measurable SLOs, explicit reason codes, and Slack/Apple/Android analogues—not generic notification advice.
Why interviewers care
Do Not Disturb interviews reward crisp scope, explicit trade-offs, and failure stories—not generic microservice diagrams.
The failure that defines the design
The outage to narrate is the 3am push that wakes the user during their quiet hours — because the DND check was skipped on a code path, or the quiet-hours window was evaluated in the wrong timezone. That single leaked interruption destroys the trust the whole feature exists to earn. The fix is the spine of the design: DND is a gate evaluated on the delivery path for every notification, timezone- and DST-correct, that suppresses the interruption (the push and sound) rather than dropping the message — the notification still appears in-app, only the wake-up is withheld. State DND-as-a-per-notification-suppression-gate up front, because do-not-disturb is judged entirely on never interrupting when it promised silence, and the cardinal failure is one push that should never have fired.
Key Highlights
- •Problem Framing and Scope connects DND policy mechanics to interview-ready trade-offs.
- •Separate product toggles from canonical policy graph
- •Declare legal bypass semantics up front
Section Rescue Kit
Buzzwords to use:
Safe statements:
- "Let me anchor Problem Framing and Scope on explicit invariants before choosing infrastructure so trade-offs are transparent."
- "If we need to simplify, I will keep the same event contract and reduce optional behaviors instead of changing correctness rules."