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4 contributions to AI Automation Society
New to AI Automation — Seeking Roadmap & Tips!
The challenge I’m facing right now is that I don’t have a clear learning roadmap — I want to know what skills, tools, and concepts to learn step by step to reach a solid professional level. I’d love to hear your advice: -I just want to know if there’s a complete roadmap or plan I can follow to really improve my skills, not just to get started in the field or be “good enough" - If you were starting from scratch today, what roadmap would you follow? - Which skills or tools should I focus on first? Looking forward to connecting, learning, and contributing here 🙏 Excited to be part of this journey with you all!
3 likes • 2h
@Deanna Ouellette you're absolutely right, it's hard to know where to start. Glad to know I'm not the only one feeling that way! ​I'm sure with time the path will get clearer for us both. Good luck!
1 like • 2h
@Zee Arae ​Hi Zee, I feel the exact same way. It's definitely overwhelming at the start! ​My personal approach has been to start with the absolute basics first to get comfortable with the tool. Now that I have a handle on that, I'm diving into a long, comprehensive video that covers multiple concepts by building several real-world workflows and AI agents. From there, I'll see what other skills I might need to pick up as I go. It's a journey for sure! I joined this group to learn from experts and find a clear roadmap.and being around others on the same journey is incredibly motivating! ​
4 Trending Products/Services You Can Tap Into This Week (Prompts Included)
Every week we see new product and service trends pop up, but the real question is: how do we, as builders and agency owners, actually capitalize on them? I've broken down 4 massive trends that are blowing up right now on Google. But we're not just talking about them. I'm giving you the exact business ideas and the LLM prompts to start building an MVP this week using n8n and AI coding agents. ---------------------------------- TREND #1: THE AI-POWERED STUDY ASSISTANT The Rundown: Tools like Mindgrasp are exploding in the college market. Students upload any study material (lecture notes, PDFs, YouTube videos) and the AI spits out quizzes, flashcards, and summaries. With over 85% of students using AI, this market is a blue ocean of opportunity. The Opportunity: Niche Down for Massive Value Instead of a general study tool, build an "AI MCAT/LSAT/CFA Tutor." Target high-stakes exams where students are already spending thousands on prep. You'll provide a hyper-focused tool that turns dense prep books and lectures into interactive study materials. Your Action Plan: 1. Build a simple web app where a user can upload a PDF or paste text from their study materials. 2. Fire off a webhook to an n8n workflow that processes the text. 3. The workflow uses an LLM to identify key concepts and generate quiz questions and flashcards. 4. The results are stored in a database (like Supabase) and displayed back to the user on the web app. Your Prompts: --- PROMPT FOR N8N WORKFLOW DESIGN: START --- Act as an expert n8n automation architect. I need to design a workflow for my AI Study Assistant app. The trigger is a Webhook that receives a JSON object containing 'userId' and 'studyText'. Here is the step-by-step logic I need you to outline in a clear, actionable format: 1. Parse the input: Extract the 'studyText'. 2. Generate Key Concepts: Send the 'studyText' to a Claude 3.5 Sonnet node. The prompt should ask it to extract the top 10-15 most important concepts, terms, and definitions from the text. The output should be a clean list.
1 like • 3h
Thanks for sharing!
🚀New Video: How to Automate ANY Content with Poppy and n8n (no code)
In this video, I show how to use Poppy AI with n8n to completely automate your content creation process. $25 OFF Poppy AI HERE Poppy lets you build specialized AI assistants that can be trained on almost anything, YouTube videos, TikToks, Instagram posts, websites, or even your own local files. Just drag and drop the media, and your Poppy assistant can use it to get smarter. From there, you can connect Poppy with n8n to automate research, content generation, or any part of your creative workflow. The best part is that it’s all no-code, making it simple and powerful for anyone to start building AI-driven content systems.
2 likes • 10h
Good job 👏
1 like • 4h
👏🏼👏🏼
Access Your Local Raspberry PI N8N Instance Anywhere with Working Webhooks
Here is my follow up video from early this week where I go through how to run your local N8N instance on your raspberry pi through a cloudflare tunnel. This allows you to access it on any network using a custom domain and includes the ability to use webhook functionality and gives other api access that local hosting on a raspberry pi doesn't allow by default. Same as last time, there is now a github repo (https://github.com/WorkFlowAutomationNetwork/Youtube-Resources) with all the required documents you can access! Don't forget, if you are going to directly send the docker compose file straight from your PC to your raspberry pi, ensure you change the file name once sent to docker-compose.yml Please as a safe guard just ensure you have backed up your workflows. I have also added a workflow that can do this for you, saving all your workflows as json files to google drive with the ability to schedule backups as often as you like! Again, if you do find this helpful i'd love some support on my youtube channel! Thanks :)
1 like • 12h
Good job 👏
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@mohamed-fayad-8849
MF

Active 9m ago
Joined Sep 30, 2025
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