It is easy to make an automation run once. Reliable operations require the workflow to handle incomplete data, service failures, duplicate events, and the moments when a person needs to intervene.
Validate before acting
Check required fields, identifiers, permissions, and formats at the beginning. A clear failure is safer than silently creating the wrong record.
Make runs observable
Store useful run context, errors, and identifiers. The person responsible for the process should be able to understand what happened without reading every node.
Design for retries and duplicates
External services fail. Webhooks may repeat. Use idempotent operations where possible and decide which failures can retry automatically.
Create a human exception path
Not every problem should loop forever. Route unresolved cases to a named owner with the context needed to continue manually.
Document ownership
A production workflow needs a clear purpose, owner, credentials policy, dependencies, and a safe way to pause or change it.