I will fix, debug and optimize your n8n workflows and ai automations

Is your n8n workflow failing, timing out, duplicating data, or just not doing what it should? I'll find the problem and fix it, usually within 24-48 hours.

Common things I fix:

- Errors from APIs, webhooks, authentication or expired credentials

- Loops, merges and IF logic that skip or duplicate items

- AI nodes giving inconsistent output (prompt and structured output fixes)

- Slow or memory-heavy workflows, and rate-limit problems

- Workflows that fail silently, so I add error handling and alerts

- Code node (JavaScript/Python) bugs

What you get:

- A working workflow, tested with your real data

- A short note explaining what was wrong and what I changed

- Suggestions to make it more reliable and cheaper to run

I'm a DevSecOps & automation engineer who builds production n8n systems, including ones that have processed tens of thousands of emails and documents. I'll also flag any security risks I spot, like exposed webhooks or credentials in plain text.

Send me a screenshot or export of your workflow and the error, and I'll confirm I can fix it before you order.