# atria-asi/atria-dawn-preview architecture

> Architecture diagram of the GitHub repository atria-asi/atria-dawn-preview, generated by GitDiagram from its file tree, README and a sample of source files (last updated 2026-09-28). It is an AI-made overview: check details against the source.

- Interactive diagram: https://gitdiagram.com/atria-asi/atria-dawn-preview
- Repository: https://github.com/atria-asi/atria-dawn-preview

## Overview

Atria Dawn Preview is a released agentic model, not an implementation repository: the tree contains documentation and assets but no runtime source. The README describes a user-facing loop from research or engineering objectives through analysis, planning, tool use, implementation, experimentation, result analysis, and recovery, with Discovery, Creation, Delivery, and Cybersecurity as major capability areas. It also documents hosted API access and local serving through SGLang or vLLM. The relationships below reflect those documented capabilities; internal orchestration and subsystem wiring cannot be verified from this repository.

Main entry points: [`README.md`](https://github.com/atria-asi/atria-dawn-preview/blob/main/README.md) (Atria Dawn Preview)

## Diagram (Mermaid)

```mermaid
flowchart TD

subgraph group_workflow["Task workflow"]
  node_model["Atria Dawn Preview<br/>[README.md]"]
  node_analysis["Problem analysis<br/>[README.md]"]
  node_design["Solution design<br/>[README.md]"]
  node_tools["Tool use<br/>[README.md]"]
  node_implementation["Code implementation<br/>[README.md]"]
  node_experiments["Experiment execution<br/>[README.md]"]
  node_results["Result analysis<br/>[README.md]"]
  node_recovery["Failure recovery<br/>[README.md]"]
end

subgraph group_capabilities["Model capabilities"]
  node_discovery["Discovery<br/>[README.md]"]
  node_creation["Creation<br/>[README.md]"]
  node_delivery["Delivery<br/>[README.md]"]
  node_security["Cybersecurity<br/>[README.md]"]
end

subgraph group_access["Access and serving"]
  node_hosted["Hosted API"]
  node_local["Local serving<br/>[README.md]"]
  node_sglang["SGLang"]
  node_vllm["vLLM"]
  node_model_hub["Model repositories"]
end

node_user(("Research or engineering user"))

node_user -->|"sets objectives"| node_model
node_model -->|"supports"| node_analysis
node_analysis -->|"informs"| node_design
node_design -->|"guides"| node_tools
node_tools -->|"enables"| node_implementation
node_implementation -->|"enables"| node_experiments
node_experiments -->|"produces"| node_results
node_results -->|"informs"| node_recovery
node_model -->|"supports"| node_discovery
node_model -->|"supports"| node_creation
node_model -->|"supports"| node_delivery
node_model -->|"supports"| node_security
node_user -.->|"accesses"| node_hosted
node_user -.->|"deploys"| node_local
node_sglang -.->|"serves model"| node_local
node_vllm -.->|"serves model"| node_local
node_model_hub -.->|"provides weights"| node_local

click node_model "https://github.com/atria-asi/atria-dawn-preview/blob/main/README.md"
click node_analysis "https://github.com/atria-asi/atria-dawn-preview/blob/main/README.md"
click node_design "https://github.com/atria-asi/atria-dawn-preview/blob/main/README.md"
click node_tools "https://github.com/atria-asi/atria-dawn-preview/blob/main/README.md"
click node_implementation "https://github.com/atria-asi/atria-dawn-preview/blob/main/README.md"
click node_experiments "https://github.com/atria-asi/atria-dawn-preview/blob/main/README.md"
click node_results "https://github.com/atria-asi/atria-dawn-preview/blob/main/README.md"
click node_recovery "https://github.com/atria-asi/atria-dawn-preview/blob/main/README.md"
click node_discovery "https://github.com/atria-asi/atria-dawn-preview/blob/main/README.md"
click node_creation "https://github.com/atria-asi/atria-dawn-preview/blob/main/README.md"
click node_delivery "https://github.com/atria-asi/atria-dawn-preview/blob/main/README.md"
click node_security "https://github.com/atria-asi/atria-dawn-preview/blob/main/README.md"
click node_local "https://github.com/atria-asi/atria-dawn-preview/blob/main/README.md"

classDef toneNeutral fill:#f8fafc,stroke:#334155,stroke-width:1.5px,color:#0f172a
classDef toneBlue fill:#dbeafe,stroke:#2563eb,stroke-width:1.5px,color:#172554
classDef toneAmber fill:#fef3c7,stroke:#d97706,stroke-width:1.5px,color:#78350f
classDef toneMint fill:#dcfce7,stroke:#16a34a,stroke-width:1.5px,color:#14532d
classDef toneRose fill:#ffe4e6,stroke:#e11d48,stroke-width:1.5px,color:#881337
classDef toneIndigo fill:#e0e7ff,stroke:#4f46e5,stroke-width:1.5px,color:#312e81
classDef toneTeal fill:#ccfbf1,stroke:#0f766e,stroke-width:1.5px,color:#134e4a
class node_model,node_analysis,node_design,node_tools,node_implementation,node_experiments,node_results,node_recovery,node_user toneBlue
class node_discovery,node_creation,node_delivery,node_security toneAmber
class node_hosted,node_local,node_sglang,node_vllm,node_model_hub toneMint
```

## Components

### Task workflow

- [Atria Dawn Preview](https://github.com/atria-asi/atria-dawn-preview/blob/main/README.md): `README.md`
- [Problem analysis](https://github.com/atria-asi/atria-dawn-preview/blob/main/README.md): `README.md`
- [Solution design](https://github.com/atria-asi/atria-dawn-preview/blob/main/README.md): `README.md`
- [Tool use](https://github.com/atria-asi/atria-dawn-preview/blob/main/README.md): `README.md`
- [Code implementation](https://github.com/atria-asi/atria-dawn-preview/blob/main/README.md): `README.md`
- [Experiment execution](https://github.com/atria-asi/atria-dawn-preview/blob/main/README.md): `README.md`
- [Result analysis](https://github.com/atria-asi/atria-dawn-preview/blob/main/README.md): `README.md`
- [Failure recovery](https://github.com/atria-asi/atria-dawn-preview/blob/main/README.md): `README.md`

### Model capabilities

- [Discovery](https://github.com/atria-asi/atria-dawn-preview/blob/main/README.md): `README.md`
- [Creation](https://github.com/atria-asi/atria-dawn-preview/blob/main/README.md): `README.md`
- [Delivery](https://github.com/atria-asi/atria-dawn-preview/blob/main/README.md): `README.md`
- [Cybersecurity](https://github.com/atria-asi/atria-dawn-preview/blob/main/README.md): `README.md`

### Access and serving

- **Hosted API**
- [Local serving](https://github.com/atria-asi/atria-dawn-preview/blob/main/README.md): `README.md`
- **SGLang**
- **vLLM**
- **Model repositories**

### Other components

- **Research or engineering user**

## Connections

- Research or engineering user → Atria Dawn Preview: sets objectives
- Atria Dawn Preview → Problem analysis: supports
- Problem analysis → Solution design: informs
- Solution design → Tool use: guides
- Tool use → Code implementation: enables
- Code implementation → Experiment execution: enables
- Experiment execution → Result analysis: produces
- Result analysis → Failure recovery: informs
- Atria Dawn Preview → Discovery: supports
- Atria Dawn Preview → Creation: supports
- Atria Dawn Preview → Delivery: supports
- Atria Dawn Preview → Cybersecurity: supports
- Research or engineering user → Hosted API: accesses
- Research or engineering user → Local serving: deploys
- SGLang → Local serving: serves model
- vLLM → Local serving: serves model
- Model repositories → Local serving: provides weights