Samzong — DevOps skill for Claude Code
Inference Serving Stack: Scheduling and routing across heterogeneous models — the production path for vLLM and llm-d workloads on Kubernetes.
How to install Samzong
This entry records only its repository, not the path inside it, so there is no
exact command to give. Open samzong/samzong and copy the folder into
~/.claude/skills/, or the file into ~/.claude/agents/.
What Samzong does
- Inference Serving Stack: Scheduling and routing across heterogeneous models — the production path for vLLM and llm-d workloads on Kubernetes.
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README
Hi, I'm Samzong (船长) 👋
What I build
- Inference Serving Stack: Scheduling and routing across heterogeneous models — the production path for vLLM and llm-d workloads on Kubernetes.
- Kubernetes-Native Workload Plumbing: Batch queueing, multi-cluster scheduling, and GPU sharing for AI/ML workloads — contributing upstream to Kueue, Karmada, and HAMi.
- Agent Harnesses: The supervision layer for long-running LLM agents — parallel sessions, multi-agent teams, artifacts, approval gates, scheduled dispatch. Because the work shouldn't collapse into chat.
- Agentic Developer Workflows: Multi-worktree dispatch, Claude Code skills, and commit/PR/task automation — the inner loop I live in daily.
Contributions
- Mosoo (Core Contributor): Open-source, Cloudflare-native agent runtime for Codex, Claude Agent SDK, and OpenCode. stars
- OpenClaw : Open-source agent infrastructure for long-running, multi-channel AI work. stars
- semantic-router : Defining the decision-making layer for multi-model LLM serving. stars
- llm-d: Cloud-native infrastructure for disaggregated LLM inference. stars
- HAMi & Kueue: Kubernetes-native batch scheduling and GPU virtualization. HAMi stars Kueue stars
- Istio: Traffic governance for the service mesh layer. stars
- **[Karmada](https://github.com/karmada-io/karm
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