Insights
Practical guides and definitions on AI automation: AI agents, RAG, n8n and AI workflow automation. Terms explained the way they behave in production, not the way vendors pitch them.
- automationAI workflow
What is AI workflow automation?
Adding a decision layer to classic automation. How it differs from rule-based flows, the architecture it usually takes, and the processes where it does and does not pay.
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- AI agentautomation
What is an AI agent?
An AI agent decides for itself which tool to use and when, in service of a goal. How it differs from a chatbot and from rule-based automation, when it earns its cost and when it does not.
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- n8nautomation
What is n8n?
n8n automates business processes through a visual workflow editor and can run on your own servers. Why its licence is not open source, how its billing unit differs, and where it wins.
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- RAGknowledge assistant
What is RAG?
RAG has a language model retrieve relevant documents from your own sources before it answers. How it works, when it beats fine-tuning, and where it breaks in production.
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