AZ400-Q: diagnose slow pipeline delivery

Pipeline duration has not changed, but developers wait much longer before jobs begin. What metric and action should the team consider first?

  • A) Storage account capacity; delete build logs.
  • B) Git commit message length; require shorter messages.
  • C) Queue time/agent utilization; adjust runner capacity, job scheduling, or unnecessary trigger load based on evidence. ✓
  • D) VM disk encryption; disable it.

Answer: C. A gap before execution indicates queue/capacity/scheduling pressure, not necessarily slow tasks. Measure the right part of the pipeline before changing it.

Why not the others: The other choices do not address job queueing or runner availability.

pipeline-maintenance · agent-pool · devops-flow-metrics