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AI Agents

Building, debugging, and scaling AI agents on top of n8n.

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n8n AI Agents: How to Build Autonomous Agents in n8n

Learn what n8n AI agents are and how to build one: the five core components, a lead-triage walkthrough, memory, RAG, safety, and production cost control.

Nov 10, 2025
AI Agents article

Beyond Text: Automation That Can See, Hear, and Speak

For a decade business automation has been built around text. Multimodal AI changes that, and your next automation tool needs to see, hear, and speak too.

May 28, 2026
AI Agents article

When Plain Automation Beats AI (And Saves You Money)

Not every workflow needs AI. Learn when traditional automation saves time and money compared to AI-powered solutions.

May 1, 2026
AI Agents article

The Three-Layer Agent Stack for Production AI Agents in 2026

Production AI agents require three layers: MCP for tools, A2A for coordination, and NIST standards for security. Here's how to build on the emerging stack.

Apr 22, 2026
AI Agents article

ChatGPT 5.4: What Multi-Step Workflows Mean for Business

ChatGPT 5.4 introduces computer automation with Playwright integration and 1M token context. Here's what it means for business automation.

Mar 22, 2026
AI Agents article

AI Workflow Agents: Systems That Run Business Ops

AI agents aren't just answering questions, they're running entire business processes. Learn how AI workflow automation transforms operations in 2026.

Mar 14, 2026
AI Agents article

n8n AI Agents with Persistent Memory (Redis, Postgres)

Give your n8n AI agents persistent memory that survives workflow executions. Compare Redis, Postgres, and vector database approaches with real examples.

Mar 2, 2026
AI Agents article

n8n AI Agent Tool Output Not Working? Here's the Fix

Solve the frustrating issue where n8n AI agent tool outputs don't reach the agent. Practical debugging guide with real solutions from the n8n community.

Feb 26, 2026
AI Agents article

15 n8n AI Agent Patterns That Scale Without Hiring

Discover 15 proven AI agent automation patterns using n8n that save 20+ hours a week, from lead scoring to content repurposing to intelligent routing.

Feb 14, 2026
AI Agents article

Rowboat: The Open-Source AI Coworker That Actually Remembers

Rowboat builds a persistent knowledge graph from your emails and meetings, so AI assistance compounds over time instead of starting cold each session.

Jan 28, 2026
AI Agents article

Scaling AI: How n8n Becomes Your Company's Central AI Hub

Most companies run AI in isolated pockets, which creates chaos. Learn how n8n becomes your company's central AI hub for secure, scalable AI.

Nov 14, 2025
AI Agents article

Build Your First AI Agent in n8n: Step-by-Step Tutorial

Build your first AI agent n8n workflow in an afternoon: a keyword-opportunity finder and a content-brief generator chained into one autonomous system.

Oct 21, 2025