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Every get_or_create_* helper (genre, keyword, language, country, company, collection, person) followed check-then-act: look up by natural key, insert if missing. That was safe as long as nothing ingested concurrently for overlapping data -- which stopped being true the moment ingest_series_task could cascade season ingestion (include_seasons), since arq runs multiple queued jobs concurrently. Two seasons of the same series sharing a guest star, crew member, or company can now race to create it: both see "not found", both try to INSERT, and the loser hits a unique-constraint violation instead of finding the winner's row. Reproduced live: cascading Better Call Saul (60059) with include_seasons crashed a season job with "duplicate key value violates unique constraint uq_external_id_source" on a recurring guest actor shared across two seasons ingesting at the same time. _create_or_recover wraps each insert in a SAVEPOINT and, on that specific failure, rolls back just the savepoint and re-queries for what the concurrent job committed -- recovering instead of aborting the whole ingestion job. Added unit tests for the retry mechanism itself; genuinely reproducing the underlying race in an automated test would need real Postgres MVCC timing, which isn't something a deterministic test can force reliably. Co-Authored-By: Claude Sonnet 5 <[email protected]>