Agent on GLM 5.3 Flash autonomously navigates an 8x RTX PRO 6000 Blackwell rig

TheZachMueller · x · 2026-10-19

Zach Mueller shares a screenshot of a GLM 5.3 Flash-powered agent autonomously mapping out its environment: 8x RTX PRO 6000 Blackwell GPUs (SM120, 96GB each), with the serving instance on GPUs 0-3 and 4-7 free for testing. The agent then plans to dig into version history, the sglang-based megatest harness, and check for stray Qwen processes or Docker containers occupying the test GPUs.

Captioned "Climb the hill, my son. Climb!" — a showcase of agents doing real multi-GPU infrastructure debugging on their own.

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