Individual skill

multi-tenant-llm-hosting

Design secure, multi-tenant LLM hosting platforms with tenant isolation, quotas, billing attribution, noisy-neighbor protection, and per-tenant policy controls.

infrastructure/local-ai/multi-tenant-llm-hosting/SKILL.md

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# Multi-Tenant LLM Hosting

Host many teams/customers on shared inference infrastructure without sacrificing security, performance, or cost governance.

## When to Use This Skill

- Building an internal LLM platform shared by multiple teams
- Hosting LLM inference for external customers with isolation requirements
- Implementing per-tenant quotas, billing, and rate limiting
- Designing request routing for multi-model, multi-tenant environments
- Preventing noisy-neighbor issues on shared GPU infrastructure

## Prerequisites