Tutorials teach you how to build an AI agent that works when the API is up.
They don't teach you what happens when the LLM hallucinates, the vector database times out, or the user asks something completely off-topic.
When I build RAG (Retrieval-Augmented Generation) support...
I just launched The Boring AI Builder — a weekly newsletter where I break down real AI automations: the problem, the architecture, the result.
No hype. No "AI will replace everyone" noise. Just builds that save real hours.
First issue: The Most Profitable AI Automations Are...
A quick thought on where AI automation is heading
The conversation around AI has shifted a lot this past year — less "can AI write an email" and more "can AI actually run part of my business reliably."
That shift matters. It means the bar is higher. A cool demo isn't enough...
Here's what I've built in the last 30 days — the numbers
Over the past month I've walked through real automation builds across four industries:
An invoice complaint handler that turns 15-20 minutes of manual response into seconds of review
A patient follow-up system that removes...
AI Lead Qualification Workflow
Built Google Forms to ChatGPT to HubSpot pipeline that automatically scores and routes leads to Slack or Gmail based on qualification criteria.
