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1.2.2. Multi-Service vs. Single-Service Resources
- Concept: Choose between consolidated or isolated AI resources
- Purpose: Balance simplicity against isolation requirements
- Benefit: Right-size infrastructure to project needs
Comparative Table: Resource Types
| Aspect | Multi-Service | Single-Service |
|---|---|---|
| Billing | Single bill for all services | Separate billing per service |
| Endpoint | One endpoint, multiple APIs | Dedicated endpoint |
| Keys | Shared keys across services | Service-specific keys |
| Isolation | Lower | Higher |
| Best For | Development, small projects | Production, compliance |
Key Trade-Offs:
- Simplicity vs. Isolation: Multi-service simplifies management but shares blast radius; single-service isolates failures and costs
- Cost Tracking vs. Overhead: Single-service enables precise cost attribution but increases management overhead