n8n:

n8n is an extensible open-source automation platform that helps you build AI-driven workflows without being locked into a single vendor. It combines a visual node-based editor with the option to code custom logic, giving teams full control over how large language models (LLMs) and data sources interact.

Key points about n8n:

• Works with hundreds of integrations, LLMs, vector stores and REST APIs via a drag-and-drop node editor
• Lets AI agents make decisions, then adds guardrails with human-in-the-loop steps and explicit decision rules
• Blends no-code and code – branch, loop and adapt with JavaScript or Python for advanced logic
• Built-in debugging with data replay, inline logs and visual traces for every agent interaction
• Self-host or cloud-hosted with role-based controls and cost-saving triggers to keep budgets in check

n8n lets technical teams ship agentic workflows quickly while maintaining control over data, execution and costs.

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