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Senior DevOps / SRE [L2] AWS Cost & Architecture Production Scenario [L2]

Q: A serverless payment gateway workflow occasionally takes up to 3 days to resolve because it waits heavily for manual human approval. Should you use AWS Step Functions Standard or Express Workflows?

You must undeniably use Standard Workflows.

#AWS #Cost & Architecture #L2 #Cloud #Infrastructure
🎙️ Candidate Opening & Architectural Context
""In a previous role, our monitoring paged me for a similar incident across our AWS VPC infrastructure. The interviewer is testing: Step Function workflow duration limits.. 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 must undeniably use Standard Workflows.

  • Standard Workflows: Support extremely long-running, auditable executions that can pause and wait cleanly for up to 1 year. They are billed per transition, making them perfect for manual human approval steps and long-polling.
  • Express Workflows: Are designed explicitly for massive, high-volume event processing (thousands per second). Their absolute maximum execution duration is capped violently at 5 minutes. They would time out instantly in this scenario.
2️⃣

Remediation & Permanent Safeguards

💡 The Senior SRE Gold Nugget (Key Architectural Takeaway)
"Pro-Tip: Standard Workflows: Support extremely long-running, auditable executions that can pause and wait cleanly for up to 1 year. They ar."
⚡ 60-Second Elevator Pitch Talking Points
  • Standard Workflows: Support extremely long-running, auditable executions that can pause and wait ...
  • Express Workflows: Are designed explicitly for massive, high-volume event processing (thousands p...
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