n8n
@n8n.io
Workflow automation platform combining AI with business processes. Connect anything to everything. Fair-code, self-hostable.
You buy a coffee, tell yourself you'll log it later, you don't. This template does it in Telegram. Hold the button, say "coffee, four euros", walk away. AI transcribes it, picks the category, lands in your sheet.
Text and photos work too. 👉 Check it out: https://bit.ly/4cU5wj7
Text and photos work too. 👉 Check it out: https://bit.ly/4cU5wj7
September 18, 2026 at 8:00 AM
You buy a coffee, tell yourself you'll log it later, you don't. This template does it in Telegram. Hold the button, say "coffee, four euros", walk away. AI transcribes it, picks the category, lands in your sheet.
Text and photos work too. 👉 Check it out: https://bit.ly/4cU5wj7
Text and photos work too. 👉 Check it out: https://bit.ly/4cU5wj7
An AI audit trail is a tamper-resistant record of every action your AI system takes, detailed enough to replay a run months later and see exactly what happened.
What it needs to capture, and how to build it in.👇 https://blog.n8n.io/ai-audit-trail/
What it needs to capture, and how to build it in.👇 https://blog.n8n.io/ai-audit-trail/
AI Audit Trail: Logging Data Usage in AI Workflows
Learn how to implement an AI audit trail for production workflows. Discover how execution records and data usage tracking ensures governance.
blog.n8n.io
September 16, 2026 at 8:15 AM
An AI audit trail is a tamper-resistant record of every action your AI system takes, detailed enough to replay a run months later and see exactly what happened.
What it needs to capture, and how to build it in.👇 https://blog.n8n.io/ai-audit-trail/
What it needs to capture, and how to build it in.👇 https://blog.n8n.io/ai-audit-trail/
Error workflow runs are now free on every n8n plan. Your safety net shouldn’t compete with the automations it protects. Set one up to alert Slack, email, or your ticketing tool when a workflow fails. Live on Cloud; self-hosted from v2.38.0.
Read more in our Docs: https://bit.ly/4xJB2se
Read more in our Docs: https://bit.ly/4xJB2se
September 9, 2026 at 11:00 AM
Error workflow runs are now free on every n8n plan. Your safety net shouldn’t compete with the automations it protects. Set one up to alert Slack, email, or your ticketing tool when a workflow fails. Live on Cloud; self-hosted from v2.38.0.
Read more in our Docs: https://bit.ly/4xJB2se
Read more in our Docs: https://bit.ly/4xJB2se
What does it take to move AI from a promising demo to a workflow your team can rely on?
At @HumanXCo, we’ll talk about orchestrating AI in production, connecting LLMs, agents, apps and data end to end, and scaling automation across teams.
📍 Meet n8n at booth G19.
At @HumanXCo, we’ll talk about orchestrating AI in production, connecting LLMs, agents, apps and data end to end, and scaling automation across teams.
📍 Meet n8n at booth G19.
September 9, 2026 at 8:57 AM
What does it take to move AI from a promising demo to a workflow your team can rely on?
At @HumanXCo, we’ll talk about orchestrating AI in production, connecting LLMs, agents, apps and data end to end, and scaling automation across teams.
📍 Meet n8n at booth G19.
At @HumanXCo, we’ll talk about orchestrating AI in production, connecting LLMs, agents, apps and data end to end, and scaling automation across teams.
📍 Meet n8n at booth G19.
Traditional security monitoring was built for deterministic systems. AI breaks that: outputs vary between runs, prompts carry hidden instructions, and model behavior drifts as weights get retrained. We break down the risks and how your team can catch them.
https://blog.n8n.io/ai-security-monitoring
https://blog.n8n.io/ai-security-monitoring
AI Security Monitoring: Risks, Detection, and Best Practices
Learn how AI security monitoring works from both sides. Discover the unique AI risks and the strategies engineers use to automate detection and response.
blog.n8n.io
September 8, 2026 at 1:00 PM
Traditional security monitoring was built for deterministic systems. AI breaks that: outputs vary between runs, prompts carry hidden instructions, and model behavior drifts as weights get retrained. We break down the risks and how your team can catch them.
https://blog.n8n.io/ai-security-monitoring
https://blog.n8n.io/ai-security-monitoring
Got a small team tracking leave in a Google Sheet? This workflow checks it daily, pings HR in Slack, reminds employees to update their status, and updates the sheet.
No new tools, just automation layered on top of Sheets, Slack, and Gmail 👉 https://bit.ly/4hdNhrh
No new tools, just automation layered on top of Sheets, Slack, and Gmail 👉 https://bit.ly/4hdNhrh
September 7, 2026 at 8:00 AM
Got a small team tracking leave in a Google Sheet? This workflow checks it daily, pings HR in Slack, reminds employees to update their status, and updates the sheet.
No new tools, just automation layered on top of Sheets, Slack, and Gmail 👉 https://bit.ly/4hdNhrh
No new tools, just automation layered on top of Sheets, Slack, and Gmail 👉 https://bit.ly/4hdNhrh
Fine-tuning or RAG: which one does your LLM actually need?
Short answer: it depends on the problem. New post breaks down how each works and why RAG has become the default for most teams 👇
https://blog.n8n.io/fine-tuning-vs-rag/
Short answer: it depends on the problem. New post breaks down how each works and why RAG has become the default for most teams 👇
https://blog.n8n.io/fine-tuning-vs-rag/
Fine-Tuning vs. RAG: When to Use Each for Production LLMs
Explore fine-tuning versus RAG to understand how they differ, when each approach works best, and why many production LLM systems use both.
blog.n8n.io
September 3, 2026 at 4:45 PM
Fine-tuning or RAG: which one does your LLM actually need?
Short answer: it depends on the problem. New post breaks down how each works and why RAG has become the default for most teams 👇
https://blog.n8n.io/fine-tuning-vs-rag/
Short answer: it depends on the problem. New post breaks down how each works and why RAG has become the default for most teams 👇
https://blog.n8n.io/fine-tuning-vs-rag/
LLMs are stateless by default. Every call starts cold, a real problem for agents running multi-step workflows. New guide: agent memory types, storage, retrieval, and how to build it in n8n.👇 https://blog.n8n.io/ai-agent-memory/
AI Agent Memory: Types, Storage, and Retrieval Guide
Learn how AI agent memory works, from in-context buffers to vector stores. Discover how to build persistent memory into real-world agent workflows at scale.
blog.n8n.io
September 1, 2026 at 12:00 PM
LLMs are stateless by default. Every call starts cold, a real problem for agents running multi-step workflows. New guide: agent memory types, storage, retrieval, and how to build it in n8n.👇 https://blog.n8n.io/ai-agent-memory/
This week's featured workflow: a daily AI news digest that lands in your inbox.
Every morning it pulls from YouTube, r/n8n, X and Perplexity, summarizes it with GPT, and sends you one email. 👉 Check it out here: https://bit.ly/3SHrpuV
Every morning it pulls from YouTube, r/n8n, X and Perplexity, summarizes it with GPT, and sends you one email. 👉 Check it out here: https://bit.ly/3SHrpuV
August 31, 2026 at 8:00 AM
This week's featured workflow: a daily AI news digest that lands in your inbox.
Every morning it pulls from YouTube, r/n8n, X and Perplexity, summarizes it with GPT, and sends you one email. 👉 Check it out here: https://bit.ly/3SHrpuV
Every morning it pulls from YouTube, r/n8n, X and Perplexity, summarizes it with GPT, and sends you one email. 👉 Check it out here: https://bit.ly/3SHrpuV
The Amazon Bedrock AgentCore node gives you a managed agent runtime. Memory, code execution and browsing run in your own AWS account, and it provisions itself on the first run.
👉 Our new Verified Node Spotlight builds a support triage team with it: https://bit.ly/4zUL23J
👉 Our new Verified Node Spotlight builds a support triage team with it: https://bit.ly/4zUL23J
August 25, 2026 at 10:30 AM
The Amazon Bedrock AgentCore node gives you a managed agent runtime. Memory, code execution and browsing run in your own AWS account, and it provisions itself on the first run.
👉 Our new Verified Node Spotlight builds a support triage team with it: https://bit.ly/4zUL23J
👉 Our new Verified Node Spotlight builds a support triage team with it: https://bit.ly/4zUL23J
Drop videos in a Drive folder. Gemini writes TikTok, Reels, and Shorts captions in the video's own language, puts them in a Sheet as drafts. Edit, approve, done. 🙂
Check it out: https://bit.ly/4wMq1VV
Check it out: https://bit.ly/4wMq1VV
August 24, 2026 at 8:00 AM
Drop videos in a Drive folder. Gemini writes TikTok, Reels, and Shorts captions in the video's own language, puts them in a Sheet as drafts. Edit, approve, done. 🙂
Check it out: https://bit.ly/4wMq1VV
Check it out: https://bit.ly/4wMq1VV
Building a strong LLM prototype is easy. Keeping it stable in production is the hard part. Most builds break the moment they hit a messy API schema. Our guide to the agentic AI design patterns that survive production. 👇🏻 https://blog.n8n.io/agentic-ai-design-patterns/
Agentic AI Design Patterns: A Production Architecture Guide
This practical guide to agentic AI design patterns covers validation, governance, context management, error recovery, and cost control in production.
blog.n8n.io
August 21, 2026 at 9:00 AM
Building a strong LLM prototype is easy. Keeping it stable in production is the hard part. Most builds break the moment they hit a messy API schema. Our guide to the agentic AI design patterns that survive production. 👇🏻 https://blog.n8n.io/agentic-ai-design-patterns/
The n8n ecosystem has never come together like this. Meet the people behind the workflows, see what they’re building, and get a look at what’s next. Last chance: save 30% with Super Early Bird tickets 🎟️ https://bit.ly/4bVJfRm
August 20, 2026 at 9:00 AM
The n8n ecosystem has never come together like this. Meet the people behind the workflows, see what they’re building, and get a look at what’s next. Last chance: save 30% with Super Early Bird tickets 🎟️ https://bit.ly/4bVJfRm
MCP servers let LLMs call tools, query data sources, and take action in the real world. Those extra capabilities create new risks. To stay safe, production MCP needs a control plane. How it works, and the auth controls behind it. 👇 https://blog.n8n.io/mcp-server-security/
MCP Server Security: Risks and Controls
Map MCP server security risks and apply the controls that matter: auth, tool-call scoping, observability, and mitigation strategies.
blog.n8n.io
August 19, 2026 at 8:00 AM
MCP servers let LLMs call tools, query data sources, and take action in the real world. Those extra capabilities create new risks. To stay safe, production MCP needs a control plane. How it works, and the auth controls behind it. 👇 https://blog.n8n.io/mcp-server-security/
2 days left to propose a talk or workshop for the n8n In the Loop, our first flagship conference talking place on October 14 in Berlin. Closes Aug 20, 23:59 CET. This is the community side of the program: your builds, your lessons, your opinions. 👉 Submit your idea here: https://bit.ly/3U3eGmM
August 18, 2026 at 2:00 PM
2 days left to propose a talk or workshop for the n8n In the Loop, our first flagship conference talking place on October 14 in Berlin. Closes Aug 20, 23:59 CET. This is the community side of the program: your builds, your lessons, your opinions. 👉 Submit your idea here: https://bit.ly/3U3eGmM
New featured template: an n8n AI agent that reads a stock chart, the financials, and the news, then emails you a Buy/Hold/Sell call. Free APIs, 10 min setup.
👉 Check it out here: https://bit.ly/4i9mKMI
👉 Check it out here: https://bit.ly/4i9mKMI
August 18, 2026 at 8:00 AM
New featured template: an n8n AI agent that reads a stock chart, the financials, and the news, then emails you a Buy/Hold/Sell call. Free APIs, 10 min setup.
👉 Check it out here: https://bit.ly/4i9mKMI
👉 Check it out here: https://bit.ly/4i9mKMI
n8n × @Miro hackathon, NYC, September 28 🗽 Map your logic in Miro. Build it into a real n8n automation with AI + MCP. Then watch your workflow write itself back to the board.
Five hours, live demos, prizes for the top three. See you there?
🎟️ https://bit.ly/4xJKrzG
Five hours, live demos, prizes for the top three. See you there?
🎟️ https://bit.ly/4xJKrzG
August 17, 2026 at 3:00 PM
n8n × @Miro hackathon, NYC, September 28 🗽 Map your logic in Miro. Build it into a real n8n automation with AI + MCP. Then watch your workflow write itself back to the board.
Five hours, live demos, prizes for the top three. See you there?
🎟️ https://bit.ly/4xJKrzG
Five hours, live demos, prizes for the top three. See you there?
🎟️ https://bit.ly/4xJKrzG
Last chance to get your Super Early Bird ticket. Join the builders shaping the future of AI and automation at In the Loop 2026 in Berlin. 🎟️ Get your ticket for €199 before Super Early Bird ends on 21 August: https://bit.ly/4bVJfRm
August 17, 2026 at 8:34 AM
Last chance to get your Super Early Bird ticket. Join the builders shaping the future of AI and automation at In the Loop 2026 in Berlin. 🎟️ Get your ticket for €199 before Super Early Bird ends on 21 August: https://bit.ly/4bVJfRm
SF, we’re back and with a legendary guest list! 🔥
Join n8n Founder & CEO Jan Oberhauser + Head of Product David Roberts for a fireside chat & Q&A, and meet our new US Community Manager, Jacq Vaca!
https://luma.com/n8n-9sxo
Join n8n Founder & CEO Jan Oberhauser + Head of Product David Roberts for a fireside chat & Q&A, and meet our new US Community Manager, Jacq Vaca!
https://luma.com/n8n-9sxo
San Francisco n8n Community Meetup with n8n Founder & CEO Jan Oberhauser · Luma
Join us for an n8n Community Meetup in San Francisco!
We’re excited to invite you to resume our n8n meetups in San Francisco, hosted by San Francisco…
luma.com
August 14, 2026 at 3:00 PM
SF, we’re back and with a legendary guest list! 🔥
Join n8n Founder & CEO Jan Oberhauser + Head of Product David Roberts for a fireside chat & Q&A, and meet our new US Community Manager, Jacq Vaca!
https://luma.com/n8n-9sxo
Join n8n Founder & CEO Jan Oberhauser + Head of Product David Roberts for a fireside chat & Q&A, and meet our new US Community Manager, Jacq Vaca!
https://luma.com/n8n-9sxo
Adding an MCP server to your agent is a quick OAuth flow. 70 are now available directly from the Node panel, with more on the way. New this round: Airtable, Miro, Grafana, New Relic, Jotform, PandaDoc, and more.
Pick a server, sign in, ready to use in your workflow. ➡️ https://bit.ly/4ga5Uup
Pick a server, sign in, ready to use in your workflow. ➡️ https://bit.ly/4ga5Uup
August 14, 2026 at 1:00 PM
Adding an MCP server to your agent is a quick OAuth flow. 70 are now available directly from the Node panel, with more on the way. New this round: Airtable, Miro, Grafana, New Relic, Jotform, PandaDoc, and more.
Pick a server, sign in, ready to use in your workflow. ➡️ https://bit.ly/4ga5Uup
Pick a server, sign in, ready to use in your workflow. ➡️ https://bit.ly/4ga5Uup
A Facebook Messenger chatbot built in n8n 🤖 Powered by GPT-4o-mini, it remembers the last 50 messages and groups quick back-to-back messages into one reply. Built for automated support & engagement. 👉 Check it out: https://bit.ly/4g3oNRf
August 12, 2026 at 2:15 PM
A Facebook Messenger chatbot built in n8n 🤖 Powered by GPT-4o-mini, it remembers the last 50 messages and groups quick back-to-back messages into one reply. Built for automated support & engagement. 👉 Check it out: https://bit.ly/4g3oNRf
Choosing a vector database is a commitment. The wrong one shows up later as query latency and ops overhead. We compared 10 of them on scale, index design, metadata filtering, and how much work each takes to run.
https://blog.n8n.io/best-vector-database/
https://blog.n8n.io/best-vector-database/
10 Best Vector Databases for Production AI and RAG Pipelines
Compare the 10 best vector databases for RAG and AI pipelines. Evaluate your options on scale ceiling, metadata filtering, overhead, and architectural fit.
blog.n8n.io
August 11, 2026 at 1:00 PM
Choosing a vector database is a commitment. The wrong one shows up later as query latency and ops overhead. We compared 10 of them on scale, index design, metadata filtering, and how much work each takes to run.
https://blog.n8n.io/best-vector-database/
https://blog.n8n.io/best-vector-database/
200,000 stars on GitHub ⭐
Every single one came from someone who tried n8n, built something real with it, and thought it was worth sharing. Thank you for building with us!
Every single one came from someone who tried n8n, built something real with it, and thought it was worth sharing. Thank you for building with us!
August 10, 2026 at 8:00 AM
200,000 stars on GitHub ⭐
Every single one came from someone who tried n8n, built something real with it, and thought it was worth sharing. Thank you for building with us!
Every single one came from someone who tried n8n, built something real with it, and thought it was worth sharing. Thank you for building with us!
AI pipelines rarely fail loudly. They quietly hand you a wrong answer with total confidence, and everything downstream looks fine. Why that's hard to catch, and how to fix it 👇🏻
https://blog.n8n.io/ai-hallucinations/
https://blog.n8n.io/ai-hallucinations/
What are AI Hallucinations? Causes, Types, and Prevention
Discover what AI hallucinations are, how LLMs generate them, and which types matter in production. Learn how to reduce them and create a reliable pipeline.
blog.n8n.io
August 6, 2026 at 3:00 PM
AI pipelines rarely fail loudly. They quietly hand you a wrong answer with total confidence, and everything downstream looks fine. Why that's hard to catch, and how to fix it 👇🏻
https://blog.n8n.io/ai-hallucinations/
https://blog.n8n.io/ai-hallucinations/
This week's featured template compiles your day's top WordPress stories into a vertical video for YouTube Shorts, and publishes it automatically. Great for news sites and content teams repurposing what they already publish. Check here: https://bit.ly/4gckjqj
August 3, 2026 at 8:00 AM
This week's featured template compiles your day's top WordPress stories into a vertical video for YouTube Shorts, and publishes it automatically. Great for news sites and content teams repurposing what they already publish. Check here: https://bit.ly/4gckjqj