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PURIST
30 days
Money-back window
14 h/wk
Modeled time saved
99.97%
Uptime SLA
< 7 days
Deploy time
PURIST AI
Claude Opus 4.7 · n8n v1.71 · <80ms
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Core concepts
Intermediate

Loop / iterator

A workflow pattern that processes a list of items one by one. Example: for each overdue invoice in a list, send a personalised reminder email. Loops enable workflows to handle variable-length datasets.

Expert insight

A loop that fails on item 47 of 200 shouldn't take the other 199 down with it. Well-built loops isolate errors per item, log which specific records failed, and keep processing the rest, then surface a summary at the end ("198 succeeded, 2 failed: see below") instead of one opaque failure message that tells you nothing about what actually went wrong.

In a real workflow

A loop sends a personalised email to each attendee in a list, one item at a time.

Common mistakes

  • Looping over thousands of items with an API call each, hitting rate limits.
  • Not handling a failure in one item without stopping all others.

Complexity level

Intermediate

Requires some familiarity with automation concepts.

Quick facts

Category Core concepts
Level
Intermediate

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