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AI Automation Society

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AI Automation Agency Hub

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12 contributions to AI Automation Society
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!
0 likes • 6h
@Kevin troy Lumandas thanks 🙏
0 likes • 6h
@Muhammad Usman Tahir thanks 🙏
Practical Wins
The biggest wins in automation aren’t flashy they’re the everyday pain points solved. From data cleanup to tool syncing, AI Automation Society celebrates the "boring but powerful” ops that free us to focus on what matters.
0 likes • 14h
The unglamorous automations compound the most. When data flows cleanly and tools stay in sync, everything else becomes easier to build and scale. Those “boring” wins usually pay the biggest dividends.
0 likes • 13h
@Richard James Absolutely
Inviting Collaboration
AI automation is evolving fast, but the real power comes from how communities use it. I’d love to hear from this group: what’s the most surprising or creative way you’ve applied automation recently? Let’s share ideas and build a playbook of real‑world wins..
2 likes • 14h
@Richard James Exactly that boundary check is key. If automation doesn’t meaningfully save time or reduce errors, it’s usually not worth touching. ve found mapping time spent × frequency × risk of mistakes helps decide fast what to skip and what to automate first
1 like • 14h
@Richard James Absolutely
Mission & Vision
AI Automation Society is where innovators, builders, and dreamers come together to explore how automation can remove friction and unlock creativity. Our mission: make AI practical, human‑centered, and community‑driven.
1 like • 14h
Well said. The human-centered part really stands out. Automation works best when it removes the boring friction and gives people back time to think, create, and decide. Curious to see how this community shares real, practical use cases, not just tools but outcomes
Welcome! Introduce yourself + share a career goal you have 🎉
Let's get to know each other! Comment below sharing where you are in the world, a career goal you have, and something you like to do for fun. 😊
1 like • 14h
@Muskan Ahlawat Thank you!
1 like • 14h
@Leroy Ldb Welcome to the community !!!
1-10 of 12
Ahmad Shayan
3
34points to level up
@ahmad-shayan-8624
Founder & CEO @ Ahmasoft

Active 8m ago
Joined Nov 25, 2025
Lahore, Pakistan
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