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Crusoe is reportedly in talks for a big new round, Anthropic hired IPO counsel, and Sonnet 5 shipped as the company races toward a blockbuster IPO. Infra megarounds and public markets mean commercial pressure on the exact APIs your automations depend on. Here is my take on
The model call is the least reliable step in your n8n workflow. Build a multi model fallback ladder (primary, cheaper, local, human) plus a budget guard so a 429, a 529 overload, or a blown budget degrades gracefully instead of killing the run.
Your n8n AI workflow passed every test, then a 429 killed a whole overnight batch with no alert. This guide wires 3 defenses: Retry On Fail, a fallback model, and a global Error Workflow.
