Every automation will encounter missing data, conflicting states, provider failures, or cases that require judgement.
Define which failures can retry safely, which need human review, and what context the reviewer needs to make a decision.
Make recovery explicit and observable. A workflow is not complete if an operator cannot understand where an item stopped or resume it safely.
