Ai Hype To Scale

Welcome to AI Hype to Scale, where we cut through the hype and start shipping products.

Most AI advice is either hype that doesn't survive contact with users, or tutorials that skip the hard parts. I share what actually works—separating real AI value from noise, and showing exactly how to build products that scale.

What you'll find here:
- Build logs: Follow along as I ship AI products step-by-step
- Reality checks: What AI can actually do vs. what's oversold
- Deep dives: Evals, observability, metrics—the stuff most tutorials skip

16 years building products across energy, TIC, and B2B SaaS. Now sharing what I've learned.