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How we test LLM serving changes for coding agents, two hours of GPUs per change

AI · Practice · 2026-10-26 15:12

The team deployed GLM-5.3 on 16 RTX PRO 6000 GPUs for about 10 engineers to trial with coding agents like Claude Code, and describes a testing method that requires two hours of GPU time per change.

Source: www.upbound.io


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