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Writer's pictureRich Washburn

Outdated Gear in the Age of AI: My Desk Stack Upgrade to Escape the Tech Stone Age 


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Stack Upgrade to Escape the Tech Stone Age 

After four solid years with my OG M1 MacBook Pro and a scrappy little Windows mini-PC, I’m ready to escape the tech stone age. The AI world is accelerating, projects are getting bigger, and my current setup feels like trying to play a 4K Blu-ray on a VCR. With local model testing, cross-platform work, and AI development making up my daily grind, I need a desk stack that’s sleek, powerful, and ready to keep up with the intensity. So here’s my dream upgrade lineup — a powerful Apple Silicon beast and a portable Windows powerhouse that finally have me covered.



Primary: MacBook Pro with M4 Max in Space Black – $5,699.00 


This is it — the dream machine. Apple’s 14-inch MacBook Pro in Space Black with the M4 Max chip is a beast. We’re talking 16-core CPU, 40-core GPU, 16-core Neural Engine, and a whopping 128GB of unified memory. For heavy AI tasks? It’s got them covered. This machine will handle model inference, supercharge local dev, and still keep everything running as smoothly as my morning coffee ritual. With 4TB of SSD storage, I’ll have room for massive datasets, files, and ongoing projects without constantly playing digital Tetris to free up space.


The Liquid Retina XDR display is pure magic. With razor-sharp detail and vibrant color, it’s a perfect tool for visualizing data outputs, editing high-res images, and handling video work. And with three Thunderbolt 5 ports, HDMI, an SDXC card slot, and MagSafe 3, I can say goodbye to the cable and dongle jungle once and for all.


Plus, macOS now plays remarkably well with ML libraries, so running AI workflows on the MacBook is smoother than ever. And that Space Black finish? It’s as sleek as it is powerful — a desk piece that says, “I mean business.”



Secondary: GPD Win MAX 2 2024 with GPD G1 eGPU – $1,364.95 + $699.99 


This is the “secret weapon.” Since Apple Silicon diverged from Windows compatibility, I’ve kept a Windows mini-PC around for client projects and test cases. But that mini-PC was a weakling for anything beyond web browsing and small-code testing, and I’ve regretted not going bigger ever since. Enter the GPD Win MAX 2, a Windows handheld that packs desktop-class power in a device I can carry with me — no more wishing I had something portable that could actually keep up.


With an AMD Ryzen 7 8840U processor, Radeon 780M GPU, 32GB of RAM, and 2TB of NVMe storage, this device doesn’t just keep up; it leads. It’s powerful enough to handle moderate AI tasks, test smaller models, and tackle more demanding code sessions without a hitch. Its 10.1-inch IPS display is compact yet productive, perfect for hitting the road without feeling cramped. And best of all? It’s built for an eGPU upgrade with OcuLink, so when I’m back at my desk, it clicks right into the GPD G1 eGPU for that crucial boost.


Speaking of the eGPU, the GPD G1 is packed with an AMD Radeon RX 7600M XT with 8GB of GDDR6 memory — essentially a compact powerhouse that turns the Win MAX 2 into a fully capable Windows beast. In my world, graphics power translates to better AI processing, meaning the GPD G1’s extra muscle means faster, more efficient model handling, plus the performance I need for high-quality photo and video editing in Lightroom and Photoshop. Together, the Win MAX 2 and G1 eGPU are the Windows solution for second seat.



Why This Setup Hits the Sweet Spot


Optimized for Local Model Testing: The M4 Max MacBook will handle local model testing with ease, thanks to its expansive memory and processing power. With macOS now playing nicely with ML libraries, I can handle most testing directly on the Mac. When I need a Windows environment or want to test models cross-platform, the Win MAX 2 steps in seamlessly. Together, this setup provides a well-rounded, dual-platform workflow for every part of my AI projects.


Portable, Dual-System Workflow  

Having both macOS and Windows in my toolkit gives me flexibility that’s hard to beat. The MacBook Pro is my go-to for AI testing, client work, and creative projects. Meanwhile, the GPD Win MAX 2 can be my mobile Windows workstation, ready in my bag for wherever my card-carrying road warrior life takes me. When I’m back at my desk, the G1 eGPU turns the Win MAX 2 into a Windows powerhouse, bringing desktop-level graphics in a compact setup without the massive footprint and cost.


High Performance Meets Cost Efficiency  

The price tag here isn’t light, but for the flexibility and power, it’s worth every dollar. Apple’s M4 Max MacBook is an energy-efficient powerhouse, and the GPD Win MAX 2 paired with the G1 eGPU gives me Windows power without the extra expense of a full-blown desktop setup. It’s everything I need without the need for dedicated server racks (and without having to break out the extra AC unit).



Final Thoughts: Ready to Leave the Stone Age Behind


As someone who lives and breathes AI, machine learning, and cross-platform development, this upgrade plan feels like a leap into the future. The MacBook Pro with M4 Max is a sleek, powerhouse centerpiece, ready to take on anything I throw at it, while the GPD Win MAX 2 and G1 eGPU combo gives me a flexible, portable Windows system that can go wherever I do.


This isn’t just an upgrade — it’s a desk stack transformation. A dual-system, multi-platform setup that keeps my workflows smooth, my productivity up, and my tech future-proofed. Here’s to leaving the tech stone age behind and getting ready for whatever’s next in AI, coding, and every creative project that comes my way before the machines decide to run things themselves.

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