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Software engineer · Building in public

Charles McQuain.

A senior engineer using AI to ship real products and side income — and writing about it honestly: real workflows, real costs, real numbers.

Latest The Real AI Side Hustle Is Live on Amazon
Years shipping production software
07 Years shipping production software
Products & sites live in the portfolio
06 Products & sites live in the portfolio
Visits served by an award-winning build
1M+ Visits served by an award-winning build
My first book — out now on Amazon
Live My first book — out now on Amazon

The Book

Out now on Amazon

The Real AI Side Hustle.

A senior engineer's no-hype field guide to building a real side-income asset with AI tooling. Honesty is the floor; the edge is proof — real, dated, redacted dashboards from live projects, and the AI-search shift most books still ignore. Drafted in the open: the blog is the working log, the book is the distillation.

Who it's for The AI-curious person with a day job who wants a real side-income asset — not engineers, not marketers.

What you'll get A real method to build an AI-assisted content site, taught through my actual projects — real numbers, real dashboards, failures included.

About

Charles McQuain

Still in the
codebase.

I'm Charles — a senior software engineer, seven years into building platforms that handle millions of requests, AI systems doing real-time product Q&A, and the kind of infrastructure overhauls that quietly save companies a lot of money. I still do that job every day.

In the margins around it, I use AI tooling to build a small portfolio of products and content sites — and I publish the honest version of how that's going: the method, the systems, and the numbers, recently distilled into a book. No dream-selling, no cherry-picked screenshots. If I write about it, I shipped it.

7+ Years shipping production software on AWS & GCP
ADDY Silver at the 2025 American Advertising Awards
65% Cloud cost cut in a ground-up platform rebuild
M.S. Computer Science, plus a Google Cloud GenAI certification

Shipped & public

Collaborate

Let's build something.

Some of the best things I've shipped started as a conversation with someone chasing an idea who needed another builder in their corner. If you're working on something interesting — a product, a partnership, a sponsorship, or an idea you can't put down — I'd genuinely love to hear about it.

Newsletter

I'm still doing the job I write about.

Field notes from a senior engineer who's still in the codebase every day — every other week, free. One job: help you stay valuable as the field shifts.

  • Honest tool takes — what's genuinely useful, what's hype, and what I've stopped paying for.
  • Real AI-first workflows — the actual setups I use to ship production code, not polished demos.
  • Real numbers — what my tools and projects actually cost and earn.
  • Lessons from building products and mentoring engineers — what worked, what broke.
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