Dual NVIDIA Spark agent setup: heat is the killer, headless mode saves 2-3GB RAM
jasonkneen · x · 2026-09-14
jasonkneen shares first-hand operational feedback from running Claude as an infrastructure agent on dual NVIDIA Spark devices:
- Claude plus NVIDIA skills makes a great infrastructure agent
- Logging and data collection are vital for optimization
- Headless mode saves 2-3GB of RAM and reduces GPU load
- Set up a "heartbeat" task to periodically check performance, memory usage, and heat
- Heat is the killer: poor ventilation can trigger thermal shutdown without warning; logging helps catch it
- Keep routines optimizing, and have the agent build skills from its own knowledge and experience as it goes
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