Architecture Sep 9, 2026
The Eureka Moment: Apple's Unintentional AI Architecture
How Apple accidentally built the perfect local inference machine — unified memory, DS4, and why I started flirting with Cupertino.
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My journey through
My journey through
the lands of local AI.
A publication dedicated to sharing stories, scripts, and blueprints for building high-performance AI systems. Join our journey below.
Hardware Sep 4, 2026
The Local Option: When a Gaming Rig Becomes an AI Machine
Hardware misconceptions, the AMD experiment that failed, and the Docker GPU facepalm that cost two months of inference time.
Hardware Aug 19, 2026
The Token Tax: Why I Started Shopping for AI Hardware at 1 AM
How rising API costs and a late-night shopping spree led to building Ultron — and the discovery that local AI is cheaper, easier, and already here.
Architecture Aug 16, 2026
My AI Lives in Two Places at Once
Why I split my AI between a local Mac and a cloud VPS — and why neither could do the job alone.
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