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Understand TechField deploymentAn AI application stack on two office Sparks
UT’s move from rented cloud GPUs to machines in its own office, and the engineering record behind it.
THE SETUP
From the field
UT reports moving its application workload from two AWS GPU instances to two NVIDIA DGX Spark units. The stack includes retrieval, agents and coding tools. This record connects that experience to the details another operator would need to assess or reproduce it.
Read the attributed UT field noteWhat supports this record
Founder-supplied LinkedIn screenshots and deployment discussion. The reported savings and payback have not been independently audited. No comparable throughput run is attached.
THE KNOWLEDGE AROUND IT