Moving from Python Automation to n8n - Looking for Practical Delivery Tips
Hi @everyone Ahmad here.
I come from a Python scraping background (I already deliver those solutions) and I’m now learning n8n. I’m building lead-gen + outreach flows and small agent-style automations to win new clients and I’d love practical advice from people who’ve shipped this commercially.
A few specific things I’m curious about:
  1. do you build directly in the client’s n8n instance or export JSON and hand it over? Pros/cons you’ve found.
  2. Common pitfalls when scaling outreach automations (personalization at scale, bounce handling, throttling, etc.).
  3. Must-have nodes/plugins, hosting tips, or debugging tricks that saved you time.
  4. Simple checklist for client-ready n8n projects (what to include: env vars, docs, tests, runbooks, etc.).
If you’ve got one short tip, a template, or a link, please drop it. I’ll share a basic flow in return for helpful replies. Thanks!
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Ahmad Shayan
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Moving from Python Automation to n8n - Looking for Practical Delivery Tips
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