18 days ago I shared my first automation project here. Since then, I've significantly improved its architecture — and I'm excited to share what's new! What changed: 🗄️ Cross-Workflow Data Bridge: Added Google Sheets as a reliable data layer between Generator and Moderator workflows — seamlessly passing image URLs and multilingual texts between two separate n8n workflows. 🔗 Real LinkedIn Publishing: Connected LinkedIn OAuth2 API — approved posts now go live automatically in the selected language (EN, PL, or ES) with just one tap in Telegram. 📘 Facebook Publishing Ready: Facebook Graph API node is already implemented in the workflow and ready to activate for clients who need it. 📝 Universal Prompt: Removed the archaeology-specific focus — the agent now creates expert content on ANY topic the user sends via Telegram bot. The system now consists of two interconnected n8n workflows — a true agentic architecture! About the Development: This upgrade was co-developed with Claude (Anthropic) as a technical mentor and debug partner. If you're learning AI automation — don't be afraid to iterate and improve. Every upgrade teaches you something new! 🚀 PhD in Archaeology → AI Automation at 55. It's never too late! 👉 See where it all started: https://www.skool.com/data-and-ai/my-first-experience-in-automation?p=76cc6cfe 📂 Full project on GitHub: https://github.com/Evgeniy1970-ai/ai-content-scout

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Hello my name is Juan Fdo. I'm from Colombia. I like to learn all IA.

Has anyone built an AI agent that utilizes tool calling with n8n? For example: An organization has different branches, and each branch has its own APIs for specific tasks (e.g., calculations, cashback). You use the n8n HTTP Request node and define rules so the AI knows exactly which function to call and also when to use the API response from one request to make another HTTP request and give answers to "questions". I built something like this with Python, LangChain, and Flask, but I'd love to see how people are doing it natively in n8n!

I've been struggling with my weight loss journey as I've been trying to figure out how to balance my 9-5, learning AI, and going to the gym consistently at the same time. It's been really hard over the last couple of weeks. I have a feeling a bunch of you are in the same boat. I was thinking about how to solve this. Here's what I've been doing and what I believe makes sense right now: 1. Scheduled 4 non- negotiable days per week at the gym, the time remains flexible(Why? because life happens, and if you get caught up on the time, missing that period will give you an excuse not to work out). 2. Try to make two of our 3 meals per day healthy in nature. I find that if you try to go for only healthy meals, relapse is inevitable. We have to slowly allow the body to adjust. 3. To avoid bad snacking, just remove them from your environment. Allow your current batch to deplete and refrain from restocking. Anybody got thoughts? Hope this helps someone 🙏 — and all the best on your automation journeys.