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Observability Agent Manages H100 And NVL72 AI Training Clusters

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Vincent Weisser#991

Jannik@jannik_stra

our observability agent has been running since we launched hosted training - managing heterogeneous hardware from h100 clusters to nvl72 deployments wouldn't be possible without it. auto-detects infrastructure issues, references historical patterns from sqlite, and creates detailed github issues + slack alerts like this one

11:52 PM · May 20, 2026 · 6.2K Views

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Peter@peter58587

@jannik_stra Any plans for a blog on the implementation details?

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Jannik@jannik_stra

@peter58587 yeah @johannes_hage keeps pushing me to set time aside to do a proper writeup on how we actually build hosted training and all of the automations behind it

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