StaffSignal

DynamoDB

AWS fully managed NoSQL database with single-digit millisecond performance. Advanced partition key design, GSIs, and on-demand scaling.

This technology guide is part of the full calibration library.

Staff interviews are decided on nuance — tradeoff framing, ownership boundaries, and failure anticipation. This technology guide covers the depth that separates Senior from Staff+.

What's inside this technology guide

Practice & Reference
  • Why This Matters
  • The 60-Second Pitch
  • Architecture & Internals
  • Data Modeling — Single-Table Design
  • GSI vs LSI — Secondary Access Patterns
  • Capacity Modes
  • DynamoDB Streams & Change Data Capture
  • Advanced Features
  • Failure Modes & Recovery
  • When to Use vs. Alternatives
  • Operational Concerns
  • Interview Application — Staff-Level Plays
  • In the Wild
  • Practice Drill
  • Quick Reference Card