What We've Learned
Lessons from 300+ n8n workflows. No theory. Just what actually works when you need AI automation to ship.
Featured Posts
n8n Guardrails Node: The Complete Guide to AI Output Validation
Learn how to use n8n's native Guardrails node to validate AI outputs automatically. Block keywords, detect PII, prevent jailbreaks, and route content based on validation results.

How to build a lead scoring workflow in n8n
Stop guessing which leads to chase. Build an automated scoring system that does it for you.
Error handling patterns that actually work in production
After 300+ workflows, here are the error handling patterns we use on every project. No theory. Just what keeps things running at 3am.
n8n v2.0 is here: What breaks, what's new, and how to prepare
The biggest n8n release in years just dropped. Here's everything you need to know before upgrading.
Webhook security basics you can't skip
Your webhook endpoint is public by default. Here's how to lock it down without overcomplicating things.
7 n8n expression tricks that will save you hours
These expression patterns come up constantly. Bookmark this one.
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