n8n and Automation Help

n8n looks simple until you hit your first real workflow with branching logic, API authentication issues, error handling, and data transformation all at once. I have built production n8n automation systems including async queue workers with row level locks, dead letter queues, and exponential backoff that process thousands of items without timing out. Describe your automation goal or the specific problem you are facing and I will help you with workflow design, node configuration, API integrations, handling failures gracefully, and deploying your automation so it runs reliably without you babysitting it.