Best of n8n — December 2025

1. 1
   Article

   freeCodeCamp·23w

   Learn n8n to Design, Develop, and Deploy Production-Grade AI Agents

   n8n is an open-source visual workflow automation tool for connecting applications, APIs, and AI models. A comprehensive beginner course covers building practical AI agents including email automation, research workflows with OpenAI and Perplexity, and a customer support RAG agent using vector databases like Pinecone. The training includes advanced topics like modular component patterns, multi-workflow builds for coordinating agent teams, and deployment options including cloud, Docker, and self-hosting with local LLMs like Ollama.

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   2
2. 2
   Video

   Oxylabs·23w

   n8n Web Scraping: Complete Automation Guide

   n8n enables no-code web scraping through its visual workflow builder. The platform offers multiple approaches: basic HTTP Request and HTML nodes for static sites, Markdown conversion for AI processing, and third-party tools like Oxylabs AI Studio for JavaScript-heavy pages. Workflows can be configured with error handling, retry logic, and rate limiting. Scraped data integrates directly with databases, spreadsheets, and LLMs. Both cloud-hosted and self-hosted deployment options are available, with self-hosted being free but requiring infrastructure management.

   37
3. 3
   Article

   Prismic·22w

   Agent Lab: Building a Hybrid Team of Humans and AI Agents

   A marketing team experimented with building AI agents to create a hybrid human-AI workforce over one quarter. They used n8n as their primary automation platform, structured the project with dedicated channels and weekly check-ins, and built various agents including an executive briefing agent, content workflow system, and LLM benchmarking tool. Key learnings included: not everything needs full autonomy (simple workflows often work better), tool integration is harder than expected, scoping down is critical for success, and understanding processes deeply before automating is essential. Some agents became valuable company-wide tools while others served mainly as learning exercises.

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