An n8n multi-agent setup burned Claude API budget

A post on r/ClaudeCode says the author was running a multi-agent setup in n8n. The setup kept looping and used up Claude API budget, and the author says they stopped it by applying a VSM framework.

Key points

  • The author used an n8n multi-agent setup.
  • The setup kept looping, according to the post title.
  • The loop burned Claude API budget.
  • The author says a VSM framework helped stop the issue.
  • AI automation flows need clear stop conditions.

Quick term guide

r/claude
r/claude is a Reddit community for discussion about Claude.
multi-agent
A setup where several AI agents each handle a different subtask and work together to complete a larger goal.
Claude API
A way for software or automations to call Claude AI directly.
VSM framework
A structured method for managing complex systems and workflows.
framework
A ready-made structure or toolkit that helps developers build software faster.
AI tools
Software that can help create text, code, images, or other work.
automation
A way to make repeated work happen without doing every step by hand.
AI workflow
A repeatable set of steps that uses AI to help finish a task.
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