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How would you combine a human approval workflow with a logging system that records every decision made by AI or human? Choose the best approach.

hard📝 Application Q9 of 15
Agentic AI - Agent Safety and Guardrails
How would you combine a human approval workflow with a logging system that records every decision made by AI or human? Choose the best approach.
ALog only when AI auto-approves
BLog only human approvals
CAdd logging calls inside each decision branch (auto-approve, human approval, reject)
DLog decisions after the entire workflow finishes without details
Step-by-Step Solution
Solution:
  1. Step 1: Understand logging needs

    Every decision (auto, human, reject) should be recorded for traceability.
  2. Step 2: Evaluate options

    Add logging calls inside each decision branch (auto-approve, human approval, reject) logs inside each decision branch, ensuring all decisions are recorded.
  3. Final Answer:

    Add logging calls inside each decision branch (auto-approve, human approval, reject) -> Option C
  4. Quick Check:

    Log all decision points for full traceability [OK]
Quick Trick: Log every decision branch for full records [OK]
Common Mistakes:
  • Logging only some decisions misses info
  • Logging after workflow loses detail
  • Ignoring human approval logs

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