Articles tagged "dedup".

Jan 30, 2026 ·9 min read · n8n , bubble , idempotency

Idempotent data pipelines: the natural-key fingerprint pattern

Make any n8n or Bubble.io pipeline safely re-runnable: hash a stable subset of source fields, store the fingerprint, check before every write.