THEBEIZWAY

Work · AI automation

AI that does the work, with a human signing off.

I build agents and workflows that take the repetitive work off people, with approval steps wherever money, customers or compliance are involved.

Ask Purav: an AI interview assistant

ClaudeNetlify FunctionsJavaScript

A chatbot that answers recruiters' questions about my experience, grounded in my real career history. It says so when it doesn't know.

  • API key held server-side in a Netlify Function, never in the browser
  • Scoped to one job: answering questions about my career
  • Reachable from a QR code on my CV
Try itView code

AI agents with n8n

n8nLLM agentsWorkflow automation

Course build from LinkedIn Learning's "Build AI Agents with n8n": an AI-powered pre-sales agent that researches leads and drafts responses.

Course project, built while learning agent design patterns.

View code

How I build automation

Principles

The rules every build follows, whether it's a personal project or client work:

  • A named human owns every automated decision
  • Anything touching money, customers or lodgements stops for approval
  • Every action is logged so it can be checked later
  • Business data stays in business-grade tools, never free consumer AI