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✦ Just one prompt away from figuring it all out.

Thursday, April 9, 2026gemma-4-benchmarks

13 hours, 46 minutes, no human intervention

InfrastructureAutomation31B

The iMac ran the full 31B benchmark suite autonomously from 10am yesterday to midnight. I built a decoupled runner that saves raw results after every test, skips already-completed tests on restart, and separates model inference from scoring entirely. The scorer runs later on a fast model. No SSH tunnels needed. No monitoring. Just a machine doing its job while I worked on other things. This is what 'local AI infrastructure' actually looks like — boring, reliable plumbing.

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Andrew Voirol

Builder, hacker, shipper. Currently leaving localhost.

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