devtools

Deploy LLM services with rbg

Deploy LLM inference services on Kubernetes with rbg, a workload for dev teams
intermediate⏱ 30 minutesπŸ’΅ Free + LLM API costs
269 stars70 forksGoGuide quality 9/10Updated 7/24/2026100% free Β· open source
What it is

Helps you create and deploy AI-powered services on a Kubernetes cluster.

Real use case example

"A founder of a startup, Sarah, wants to quickly build a FAQ page where customers can ask questions and receive answers from her product knowledge base. She uses rbg to deploy a Kubernetes cluster, which makes it easy to deploy her AI model and scale it as needed."

When to use it
  • β€’When you need to deploy LLMs in a production environment with high scalability and reliability requirements
  • β€’When your development team requires a simplified workflow for deploying and managing AI services on Kubernetes
  • β€’When you want to leverage the benefits of Kubernetes for your AI workloads, such as automated rolling updates and self-healing
Ready-to-paste prompt
kubectl apply -f https://raw.githubusercontent.com/sgl-project/rbg/main/examples/llm-service.yaml
Heads up: Ensure you have a Kubernetes cluster with the necessary dependencies installed, such as the Kubernetes API server and the rbg custom resource definitions, before attempting to deploy the rbg workload
Saves to your device
Use with Claude
New

Skip the builder β€” one click puts this in Claude, Cursor, Antigravity and more.

βœ… Light setup

Installs with a command or two; your AI agent can do it for you.

Try it instantly β€” no install
Claude Code
mkdir -p ~/.claude/skills/rbg && curl -fsSL https://workflowstacks.com/api/skills/rbg/claude-skill -o ~/.claude/skills/rbg/SKILL.md
Open in another AI app

Opens the app with this repo with the prompt ready to go β€” no copy-paste needed.

Connect the whole catalog (MCP)
claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

Quick Actions
Details
Creator
sgl-project
Language
Go
Category
devtools
Published
8/28/2025

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