n8n troubleshooting
Why Is My n8n Workflow Not Triggering?
Test mode works, production does not, a webhook never fires, or a schedule appears to do nothing. Work the problem from trigger to infrastructure.
Troubleshoot the trigger →Solve
Start with the thing that isn't working.
These guides are for the point where a YouTube tutorial, AI conversation, or quick prototype runs into the real world. Use them to diagnose the problem yourself. If the problem turns out to cross several systems, that is usually where Cowboy AI becomes useful.
Authentication
Google OAuth and n8n: What Usually Goes Wrong
Redirect URI mismatch, blocked access, expired tokens, wrong scopes, or a self-hosted URL that Google does not recognize.
Fix Google OAuth →LLM reliability
Why Does My AI Agent Give Inconsistent Output?
When "usually right" is not reliable enough, separate model behavior from schema, tool, context, and workflow failures.
Make AI output more dependable →Production
How Do I Make an AI Workflow Production-Ready?
Retries, validation, approvals, logging, credentials, failure paths, ownership, and the controls a prototype rarely includes.
Use the production checklist →Architecture
n8n vs. Zapier vs. Make vs. Power Automate
The useful question is not which tool is best. It is which tool creates the least fragile system for this particular workflow.
Choose the architecture →Security & control
How Much Access Should an AI Agent Have?
Design permissions, credentials, approvals, logging, and stop conditions before an agent can act as your business.
Set safer boundaries →Go Deeper
When the error is really an architecture problem.
Our white papers cover the broader transition from a working demonstration to a dependable business system.
It Worked in the Demo. Now What?
Taking AI automation from prototype to production.
Read or download →Why Is My AI Automation Breaking?
A field guide to diagnosing failures across triggers, auth, APIs, LLMs, and downstream systems.
Read or download →Choose the Right Automation Architecture
Decide when to use n8n, Zapier, Make, Power Automate, custom code, or a combination.
Read or download →Start where you are
Bring us a problem.
Exploring AI, improving a process, connecting systems, solving a problem, or looking for a partner? Tell us where you are and what you would like to accomplish.