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I Build
Digital
Futures

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Full-stack development, AI implementations, and digital consulting. From RAG pipelines to production web apps — I build the tools that move businesses forward.

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Recent Articles

Writing about the technology I use, the projects I build, and the things I learn along the way.

I Spent $5K on GPUs Just to Learn That One GPU Was Enough

I Spent $5K on GPUs Just to Learn That One GPU Was Enough

Four RTX 3090s, an EPYC server, and a 122B parameter model -- the journey from underwhelming to overkill and back to surprisingly elegant.
I Spent 22 Years Programming Just to Fail at Making a Skeleton Swing a Sword

I Spent 22 Years Programming Just to Fail at Making a Skeleton Swing a Sword

REST APIs to roguelikes: How I'm using a smaller game to learn the fundamentals before building my dream MMORPG. A honest indie gamedev journey.
Build First - Learn Later

Build First - Learn Later

Building an AI app with zero knowledge of AI, hitting deployment walls, and evolving architecture to meet real-world needs.
Tony Costanzo

The Person Behind the Code

20+ years of programming, managing a 4M-subscriber YouTube channel, and wrangling billion-dollar project data by day. I've worn a lot of hats — and I bring all of them to every project.

Learn My Story

Let's Build Something Together

Whether you need a website, a digital strategy, or a creative partner — I'd love to hear about your project.