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Most issues appear during validation, preview, or the first manual run.

Destination table missing

Create the destination table in PostgreSQL before running. Enter the target in MantrixFlow as schema.table.

Column mismatch

If the SQL model outputs a column that is not present in the destination table, update either the model or the table. The run should name the missing column.

Incremental key missing

Incremental sync requires a replication key. Add a stable key such as updated_at, save, and run manually before scheduling.

No primary key warning

If the destination table has no primary key, delivery appends rows and records a warning. Add a primary key when you need merge-style Upsert behavior.

Credential changes

Re-test both connections after credential rotation. A saved pipeline can fail if a connection changes without a successful test.