I will build a production ready n8n or claude code automation agent


About this gig
Most automations work until something unexpected shows up. Then they stop, and nobody notices for two days.
I build workflows that keep running when the model returns something odd, when an API is down, and when the input is not what anyone planned for.
WHAT I BUILD
Lead capture and routing - form or email in, sorted into your CRM
Customer replies - classified, answered or escalated
Documents and invoices - extract fields, check them, push onward
Meeting notes to actions - transcript in, summary and tasks out
WHAT COMES WITH EVERY BUILD
Validation - a malformed response never moves downstream
Retries with backoff, and a fallback when the model or API is down
A decision log - every routing choice recorded with its reason
Nothing is silently dropped: what cannot be handled goes to a human
WHY THIS MATTERS
Most AI workflows fail quietly: a category that does not exist, an API that times out, the job stops with no error anyone sees. You find out when a customer asks why nobody replied.
The fix is not a better prompt. The code decides, the AI only classifies - so you can always read why.
12+ years as a systems analyst: robotics, telecom, retail, logistics, gov.
Get to know Sergei Dr
Automation Engineer: n8n, Claude Code, LLM pipelines
- FromGeorgia
- Member sinceAug 2026
Languages
English, Russian
FAQ
Will this work without me giving you access to everything?
Yes. I start with the smallest slice that proves the workflow, using test data.
What if the AI gives a wrong answer?
That is the normal case, not the exception. The workflow validates every response against a schema; anything that fails goes to a human instead of downstream.
Do you use n8n, or code?
Whichever fits. n8n for connecting existing tools, code where reliability matters more than speed of setup. I will tell you which before you order.
Can you fix an automation somebody else built?
Yes - that is the Standard package. Send me what breaks and I will tell you if it is fixable.

