Automation & Agents
Hand repetitive work to n8n, Zapier and AI agents.
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Tips
Pin test data
In n8n, pin the output of a trigger node while building. You can rerun later steps without sending yourself 40 test emails.
Draft, don't send
Let automations draft emails and posts, but route them to a human for approval until you trust the output. Then remove the gate.
Ask for JSON in automations
When an AI step feeds another step, request strict JSON with named fields. Free text breaks the next node.
Add an error workflow
Every production automation needs a failure alert (email or Slack). Silent failures are worse than no automation.