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multi-tenant-llm-hosting

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Securely host LLMs for multiple tenants.

Software Engineering#security#isolation#rate limiting#llm#multi-tenancy#billing#hosting
AuthorBagelHole
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill addresses the challenge of hosting multiple tenants on shared LLM inference infrastructure while ensuring security, performance, and cost governance.

Core Features & Use Cases

  • Tenant Isolation: Implements strong tenant identity, scoped API keys, and namespace isolation.
  • Noisy-Neighbor Protection: Enforces per-tenant rate limits (RPM/TPM) and concurrency caps.
  • Billing & Chargeback: Tracks token usage, model types, and latency for accurate cost attribution.
  • Security Baseline: Ensures data encryption, prevents cross-tenant leakage, and audits administrative actions.
  • Use Case: A SaaS provider can use this skill to offer LLM-powered features to different customers on a single, cost-effective infrastructure, with each customer's data and usage strictly separated.

Quick Start

Configure the multi-tenant LLM hosting platform to onboard a new tenant with a specific policy template and issue their virtual key and quota profile.

Dependency Matrix

Required Modules

None required

Components

references

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: multi-tenant-llm-hosting
Download link: https://github.com/BagelHole/DevOps-Security-Agent-Skills/archive/main.zip#multi-tenant-llm-hosting

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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