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Staff SRE / Principal Architect [L3] General DevOps General DevOps — Scenario-Based Interview Questions Staff SRE Scenario [L3]

Q: A developer wants to perform a breaking schema change in a live production database (e.g., renaming a heavily used column or splitting a table) with zero downtime. Walk through the steps to achieve this safely.

You cannot simply run an ALTER TABLE RENAME command, as the live application will instantly crash when it queries the old name. The solut...

#General DevOps #General DevOps — Scenario-Based Interview Questions #L3 #DevOps #SRE #Architecture
🎙️ Candidate Opening & Architectural Context
""We faced this organizational and technical challenge while scaling our engineering teams. The interviewer is testing: Zero-downtime database migrations, Expand/Contract pattern.. I structure my answer around systematic triage first, root cause analysis second, and permanent remediation third.""
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🛠️ Production Runbook & Step-by-Step Resolution

1️⃣

Initial Diagnostics & Root Cause Analysis

You cannot simply run an ALTER TABLE RENAME command, as the live application will instantly crash when it queries the old name. The solution is the Expand and Contract pattern:

  • Expand (Database): Add the *new* column alongside the old one. Do not delete the old one.
  • Expand (Code - Write both): Deploy a new version of the application that writes data to *both* the old and the new columns but still reads from the old one.
  • Backfill: Run a background script to migrate existing data from the old column to the new column.
  • Transition (Code - Read new): Deploy a new version of the application that reads from the *new* column instead of the old one.
2️⃣

Remediation & Permanent Safeguards

  • Contract (Code - Stop writes): Deploy a version that stops writing to the old column completely.
  • Contract (Database): Finally, safely drop the old column from the database.
💡 The Senior SRE Gold Nugget (Key Architectural Takeaway)
"Pro-Tip: Expand (Database): Add the *new* column alongside the old one. Do not delete the old one.."
⚡ 60-Second Elevator Pitch Talking Points
  • Expand (Database): Add the *new* column alongside the old one. Do not delete the old one.
  • Expand (Code - Write both): Deploy a new version of the application that writes data to *both* th...
  • Backfill: Run a background script to migrate existing data from the old column to the new column.
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