I will build ai agents and workflow automation in python or n8n

Most AI automation breaks the moment real-world data hits it. 

A "happy path" build that works on test files isn't the same as one that runs reliably across thousands of messy real inputs. The difference is in the parts most builds skip: schema validation, retry logic, duplicate detection, structured logging. That's where I focus.

About NexThing

NexThing LLC is led by a Principal AI & Automation Architect with 15+ years building production automation. Day to day I architect agentic AI systems for one of the world's largest technology companies. NexThing brings that engineering discipline to small and mid-sized businesses.

What I'll build

An AI workflow or agent pipeline: ingest data from where it lives, process it through an LLM (your choice of provider), route the output to your CRM, database, or any system with an API. Built in Python and n8n, clean and well-commented.

Why NexThing

- Senior engineering, not no-code shortcuts

- Honest scoping I ask what matters before I quote

- Code you can hand off, so your future engineer can own it

Not sure which tier fits? Send a short description of your workflow and I'll tell you honestly.