Retry without the uncertainty.
Separate logical jobs from processing attempts and make duplicate handling, partial outcomes, and uncertain commits understandable.
Read the guideImport Notes · Topic
Reliability
Define logical jobs, repeated attempts, partial outcomes, and uncertain commits. Start with a small failure matrix and verify the destination state after every recovery scenario.
Connect the ideas to a workflow
Use these readings to define a small, testable handoff: an approved source, explicit destination fields, and a correction path for ambiguous values. Keep the original representation visible while checking the proposed transformation.
Explore the import categories for source-specific decisions or follow the local developer quickstart to see a complete synthetic mapping and validation result.