Heidelberg AICurriculum
Track 6 · Advanced

Automation Tools

pipelines & agents that run

This track teaches you how to build pipelines and agents that run without your constant attention. It is for anyone who wants to connect applications, automate data flows, and create self‑operating AI assistants using no‑code tools. After completing the modules you will be able to design n8n workflows, choose and configure the right automation platform, move an AI agent from a demo environment into production, construct visual canvases with branches, loops, and error handling, set up quick automations with Zapier, extend agents with custom skills and tools, and deploy open‑source LLM applications with Dify. Start with Chapter 1 to get hands‑on experience in the n8n lab bench, then follow Chapters 2 and 3 to understand tool selection and production deployment. Continue with Chapter 4 for visual canvas design, use Chapter 5 for fast Zapier integrations, explore Chapter 6 to add skills and extensions, and finish with Chapter 7 to build a grounded chatbot using Dify. If you are short on time, you can skip Chapters 4 and 7 after mastering the core workflow and agent deployment concepts.

7 chapters 854 recipes Advanced 0/7 done
Comparison matrix from Automation tools

Wire your apps together so repetitive work runs itself — no code. n8n and KNIME you can self-host and own; Make and Zapier are hosted drag-and-drop builders; Dify focuses on LLM-powered apps. → Pick by what you want: the fastest way to wire up popular apps → Zapier; visual multi-step flows with branching → Make; self-host it and drop into code when the nodes run out → n8n; clean, join and analyse data tables → KNIME; a chatbot over your own documents → Dify.

n8n
make
zapier
knime
dify
Self-host / own your data
yes
no
no
yes
yes
Free to run
yes
partial
partial
yes
yes
Drop into code
yes
partial
no
yes
partial
App integrations
many
lots
most
few
few
Built-in AI / LLM
yes
partial
partial
partial
yes
Data / tabular crunching
partial
partial
no
yes
no
Scheduling & triggers
yes
yes
yes
partial
partial
Beginner-friendly
partial
yes
easiest
partial
partial
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