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Introducing n8n 3.0
n8n 3.0 beta is out, focused on reliability, stability and security. Here’s what’s changing and how to get ready.
n8n 工作流自动化 · Published 10/27/2026, 19:53AI Agent Memory: How LLM Agents Manage State in Production
Learn how AI agent memory works, explore short-term and long-term memory architectures, and discover how to combine n8n and Cognee to build AI workflows that retain context, share knowledge, and learn across sessions.
n8n 工作流自动化 · Published 10/23/2026, 20:20Hallucination Detection Methods for AI Agent Workflows
AI agent hallucinations are hard to catch because they usually look like normal answers. An agent can invent a fact, misread retrieved context, or contradict itself without signaling that anything went wrong. Once that output triggers anoth
n8n 工作流自动化 · Published 10/23/2026, 01:21API Versioning Strategies for Stable Workflow Integrations
Compare API versioning strategies like URI, header, and date-based approaches, and learn how to handle a provider’s deprecation without breaking integration
n8n 工作流自动化 · Published 10/23/2026, 00:15Stateful vs. Stateless: Managing Context in AI Agent Builds
Stateful versus stateless design changes how systems scale and remember context. Learn when to use memory nodes, state stores, or both.
n8n 工作流自动化 · Published 10/22/2026, 23:44Self-Hosted LLM vs. Cloud APIs: How to Route Between Them
A self-hosted LLM isn’t always cheaper than an API. Learn when on-prem wins, what your hardware can run, and how to route between local and cloud models.
n8n 工作流自动化 · Published 10/22/2026, 23:01Why we refreshed the n8n brand
A new logo, a new typeface, and a new take on our pink, built for where n8n is going.
n8n 工作流自动化 · Published 10/20/2026, 19:09Run your n8n AI workflows on NVIDIA DGX Spark, with no cloud API
Most small businesses want the same handful of AI jobs. They want to draft emails, summarize calls, read invoices, search their own documents, and make the odd image. Plenty of them can't send customer data to a cloud API to do it. Often th
n8n 工作流自动化 · Published 10/19/2026, 21:2212 Best Enterprise Workflow Automation Platforms
Compare the top enterprise workflow automation platforms for technical teams. See how each tool handles control, scale, and AI workflows.
n8n 工作流自动化 · Published 10/17/2026, 01:24Build n8n workflows with Gemini 4 Argon: MCP, the Assistant, and Agents
Gemini 4 Argon just dropped, and n8n is one of the first companies to use and integrate the model. Check out how you can use it with your existing n8n workflows and how to build new ones. Here are the benchmarks Google published: Benchmarks
n8n 工作流自动化 · Published 10/14/2026, 00:09Build a morning AI news brief with You.com, Jev, and n8n
Every weekday at 8am, this workflow searches the day's AI news, scores every article for materiality at about $0.00004 apiece, and posts one cited brief per topic to Slack. Topics with no real news get no post.
n8n 工作流自动化 · Published 10/13/2026, 13:4511 Best DevOps Automation Tools for Engineering Teams
Compare 11 DevOps automation tools for modern engineering teams. Learn how to choose the right platforms for each layer of your stack.
n8n 工作流自动化 · Published 10/12/2026, 23:42IT Automation Software: 6 Tools for Different IT Jobs
The best IT automation software depends on what you’re automating. Here’s where six popular tools fit and what each brings to your IT stack.
n8n 工作流自动化 · Published 10/08/2026, 21:47How API Contract Testing Prevents Production Failures
API contract testing helps you catch breaking changes before they disrupt your workflows. See how n8n validates API responses while your automations run.
n8n 工作流自动化 · Published 10/01/2026, 23:36iPaaS vs. API Management: What Engineers Choose When Both Fall Short
Compare iPaaS versus API management tools. See why engineering teams that need execution control, self-hosting, and code-level extensibility reach for n8n.
n8n 工作流自动化 · Published 10/01/2026, 23:07When to Use an LLM Knowledge Graph or a Vector RAG
An LLM knowledge graph and vector RAG ground models differently. See when to use each, how to build a knowledge graph from text, and how to run both smoothly.
n8n 工作流自动化 · Published 10/01/2026, 23:03You can now top up your n8n Assistant credits
On n8n Cloud, you can now buy extra Assistant credits when you run out - manually or with auto top-up. Here's how it works.
n8n 工作流自动化 · Published 10/01/2026, 05:35
