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Target context: cluster-wide tools.
Focused node: rg1 · 192.168.40.82 — Head · 38G RAM · RTX 3050
Gateway StatusActive :18789
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Ready for live ops
What should be built next?
AI cluster assistant for execution, debugging, automation, and planning.
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Available codebases
Operations
Cluster health
Summarize current cluster status and the weakest segment.
Models
Model routing
Review models and recommend the best fit for the current task.
Build
Write code
Start from a concrete engineering task instead of a blank prompt.
Review
Security audit
Surface the highest-risk findings and keep scope actionable.
Responses can be wrong. Validate anything that changes production state.