Pyragogy Launches Its First Automation for Handbook Creation
Bergamo, Italy — August 10, 2025 — Pyragogy has taken its first practical step in improving group learning by launching an n8n automation to create the Pyragogy Handbook. This isn’t about changing the world—just about making our collective way of learning a bit smoother.
Check out our free workflow here: n8n workflow.
How the AI Agents Worked Together
The task was simple but meaningful: produce the handbook’s first draft in Italian using several AI Agents, each with its own prompt and workflow. The process looked less like a tidy orchestra and more like a lively jam session—sometimes chaotic, but always moving forward.
One standout moment: Gemini 2.5 refused to work without a decent knowledge base. So it went off on its own, digging through 68 websites to get a grip on Pyragogy before answering. That kind of initiative made the whole process more solid.
What’s Next? From Draft to Real Collaboration
The automation spit out a single file, which we saved automatically on Pyragogy’s GitHub: Introduction.
Then we imported it into the Pyragogy Wiki, where it’s ready for everyone to edit and improve together. For now, it’s all in Italian, keeping it authentic to the first version.
A quick heads-up: This first draft was made with a pretty limited knowledge base. Going forward, when we focus on single chapters, we’ll use conversations between members and our internal LLM workspace as metadata references.
So here’s the deal: if you’re part of the community, start throwing in your ideas and questions. The more discussion we have, the better the knowledge base will be — and the stronger the next versions will become.
Let’s keep it real and keep learning together.
Rock’n Roll!
Read also: Multi-Agent Orchestration with n8n
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