Hot take: n8n is the wrong tool for AI workflows in 2026

I know this might ruffle some feathers but hear me out.

n8n is incredible — 400+ integrations, visual builder, self-hostable. For business ops it's genuinely unbeatable.

But the moment you need:

LLM calls running 30–120 seconds

Auto retries when scraping fails

Batch processing 100+ items

Long-running agent pipelines

It starts to struggle. That's where Trigger.dev comes in.

I put together a full no-fluff comparison covering exactly when to use which — with a head to head, cost breakdown, and honest verdict.

PDF in the comments. Would love to hear what the community is actually shipping with.

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Hot take: n8n is the wrong tool for AI workflows in 2026

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