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!