Build Daily
Tinley Park · September 9, 2026All That VRAM Needs a Bigger Brain
This video documents the construction of a high-end workstation equipped with four GPUs and 384GB of VRAM to evaluate if the hardware meets the demands of coding agents. It covers the parts selection, build process, system setup, and performance benchmarks for AI workloads.
The outline
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Parts Selection
The creator selects the components needed to build a powerful workstation with four GPUs and 384GB of VRAM.
Workstation Build
The video shows the physical assembly of the workstation using the selected high-performance parts.
System Setup
The creator configures the operating system and software environment to prepare the machine for AI tasks.
Agent Workloads
The video demonstrates how the new workstation handles various agent workloads for coding and AI development.
Benchmarks
The creator runs benchmarks to measure the performance of the four-GPU setup and assess its value for AI workloads.
A four-GPU workstation with 384GB of VRAM is being built to test if it can handle the demands of coding agents. For a solo builder, this signals that local AI infrastructure is becoming a viable path for running complex workloads without relying on cloud costs.