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agent-template/docs/system-architecture.md
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Add IT-One AI agent template, eval gate, and deployment skeleton
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# System architecture
```mermaid
flowchart LR
Input[User request] --> Core[Agent graph]
Core --> Prompt[Versioned prompts]
Core --> Tools[External tools]
Core --> Memory[Memory / RAG]
Core --> Output[Validated response]
Evals[Offline evals] --> Gate[PR quality gate]
Gate --> Core
```
The core must keep orchestration deterministic enough to test. Tools should have explicit schemas and timeouts. Memory adapters must make retention and deletion behavior visible.