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for production,\n  or validating deployment configurations.\n  Trigger with phrases like \"coreweave production\", \"coreweave go-live\",\n  \"coreweave checklist\", \"coreweave launch\".\nallowed-tools: Read, Bash(kubectl:*), Grep\nversion: 1.0.0\nlicense: MIT\nauthor: Jeremy Longshore \u003Cjeremy@intentsolutions.io>\ntags: [saas, gpu-cloud, kubernetes, inference, coreweave]\ncompatible-with: claude-code\n---\n\n# CoreWeave Production Checklist\n\n## Inference Services\n- [ ] GPU type and count validated for model size\n- [ ] Autoscaling configured (KServe or HPA)\n- [ ] Health and readiness probes set\n- [ ] Resource requests AND limits specified\n- [ ] Node affinity targeting correct GPU class\n- [ ] `minReplicas >= 1` for production (no cold starts)\n\n## Storage\n- [ ] Model weights in PVC (not downloaded at startup)\n- [ ] Checkpoints saved to persistent storage\n- [ ] Storage class appropriate (SSD for inference, HDD for archival)\n\n## Security\n- [ ] Secrets for model tokens and registry access\n- [ ] Network policies applied\n- [ ] Container images from trusted registries\n\n## Monitoring\n- [ ] GPU utilization metrics collected\n- [ ] Inference latency and throughput tracked\n- [ ] Alert on pod restarts and OOM events\n- [ ] Log aggregation configured\n\n## Rollback\n```bash\nkubectl rollout undo deployment\u002Fmy-inference\nkubectl rollout status deployment\u002Fmy-inference\n```\n\n## Resources\n\n- [CoreWeave CKS](https:\u002F\u002Fdocs.coreweave.com\u002Fdocs\u002Fproducts\u002Fcks)\n\n## Next Steps\n\nFor upgrades, see `coreweave-upgrade-migration`.\n\n","# CoreWeave Production Checklist\n\n## Inference Services\n- [ ] GPU type and count validated for model size\n- [ ] Autoscaling configured (KServe or HPA)\n- [ ] Health and readiness probes set\n- [ ] Resource requests AND limits specified\n- [ ] Node affinity targeting correct GPU class\n- [ ] `minReplicas >= 1` for production (no cold starts)\n\n## Storage\n- [ ] Model weights in PVC (not downloaded at startup)\n- [ ] Checkpoints saved to persistent storage\n- [ ] Storage class appropriate (SSD for inference, HDD for archival)\n\n## Security\n- [ ] Secrets for model tokens and registry access\n- [ ] Network policies applied\n- [ ] Container images from trusted registries\n\n## Monitoring\n- [ ] GPU utilization metrics collected\n- [ ] Inference latency and throughput tracked\n- [ ] Alert on pod restarts and OOM events\n- [ ] Log aggregation configured\n\n## Rollback\n```bash\nkubectl rollout undo deployment\u002Fmy-inference\nkubectl rollout status deployment\u002Fmy-inference\n```\n\n## Resources\n\n- [CoreWeave CKS](https:\u002F\u002Fdocs.coreweave.com\u002Fdocs\u002Fproducts\u002Fcks)\n\n## Next Steps\n\nFor upgrades, see `coreweave-upgrade-migration`.\n\n",{"name":5,"tags":44,"author":46,"license":15,"version":47,"description":48,"allowed-tools":49,"compatible-with":50},[32,23,29,45,20],"inference","Jeremy Longshore 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