AnalysisDevelopersNovember 12, 2026

DigitalOcean details LLM tuning agent for AMD MI355 inference servers

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Rohan Pandey and Balaji Varadarajan describe an optimization agent that proposes LLM serving settings for DigitalOcean's AMD MI355 inference servers. Their argument: most serving "wins" come from turning up a single setting that often has little to do with what users actually get on production hardware.

People · Rohan Pandey, Balaji Varadarajan

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