# anu5565/project-se architecture

> Architecture diagram of the GitHub repository anu5565/project-se, generated by GitDiagram from its file tree, README and a sample of source files (last updated 2026-08-16). It is an AI-made overview: check details against the source.

- Interactive diagram: https://gitdiagram.com/anu5565/project-se
- Repository: https://github.com/anu5565/project-se

## Overview

#### Purpose
AI-SE Agent is an autonomous software-engineering automation intended to turn one natural-language website request into a generated, reviewed, documented, deployed application. Its stated output includes source code, tests, a GitHub repository, and deployment.

Grounding: `README.md`, `Project-AI-SE-Agent (2).json`

#### Primary Entry Point
The user-facing entry is a free-form natural-language prompt describing the desired web application. The automation definition is likely contained in `Project-AI-SE-Agent (2).json`; this is the repository’s material executable/artifact beyond documentation.

Grounding: `Project-AI-SE-Agent (2).json`, `README.md`

#### Orchestration Boundary
The system is described as a multi-agent workflow rather than a conventional web application. A central orchestrator receives the prompt and delegates sequential software-delivery phases to specialized AI agents. The checked-in JSON workflow is therefore the key control-plane boundary; generated application code is expected to exist outside this repository or be created dynamically.

Grounding: `Project-AI-SE-Agent (2).json`, `README.md`

#### Architecture and Planning Stage
An architecture-focused agent or workflow stage interprets requirements, determines project structure, and plans frontend/backend implementation. This converts ambiguous human intent into an implementation plan that downstream generation stages can consume.

Grounding: `README.md`, `Project-AI-SE-Agent (2).json`

#### Application Generation Stage
Generation stages create UI/UX, responsive frontend behavior, backend functionality, reusable components, and project structure. The intended applications may include authentication, dashboards, animations, and modern visual styles, depending on the originating prompt.

Grounding: `README.md`, `Project-AI-SE-Agent (2).json`

#### Validation and Documentation Stage
The workflow includes self-review and repair, alongside documentation and test creation. This forms a quality boundary between generated source and release operations: implementation should be reviewed/fixed before it is published or deployed.

Grounding: `README.md`, `Project-AI-SE-Agent (2).json`

#### Delivery, Infrastructure, and External Services
The final delivery flow initializes an empty GitHub repository, pushes generated output, and deploys the application. GitHub is the explicitly named external service. The README also implies AI-model/agent runtimes and an automation/workflow runtime, but does not identify vendors, deployment hosts, credentials, or generated-project framework choices.

Grounding: `README.md`, `Project-AI-SE-Agent (2).json`

Main entry points: [`Project-AI-SE-Agent (2).json`](https://github.com/anu5565/project-se/blob/main/Project-AI-SE-Agent%20(2).json) (Agent orchestrator), [`README.md`](https://github.com/anu5565/project-se/blob/main/README.md) (Repository documentation)

## Diagram (Mermaid)

```mermaid
flowchart TD

subgraph group_control["Workflow Control Plane"]
  node_workflow["AI-SE workflow<br/>automation definition"]
  node_orchestrator{{"Agent orchestrator<br/>workflow runtime"}}
  node_ai_runtime["AI agent runtime<br/>model runtime"]
  node_architecture["Architecture planner<br/>agent stage"]
end

subgraph group_delivery["Generated Delivery Flow"]
  node_implementation_plan["Implementation plan<br/>generated artifact"]
  node_ui_generation["UI/UX generation<br/>agent stage"]
  node_backend_generation["Backend generation<br/>agent stage"]
  node_generated_app["Generated application<br/>source artifact"]
  node_quality_review["Review and repair<br/>agent stage"]
  node_tests_docs["Tests and documentation<br/>generated artifacts"]
end

node_request["Website request<br/>user input"]
node_github[("GitHub repository<br/>external service")]
node_deployment["Deployed application<br/>deployment target"]
node_readme["Repository documentation<br/>[README.md]"]

node_request -->|"triggers"| node_workflow
node_workflow -->|"defines"| node_orchestrator
node_orchestrator -->|"uses"| node_ai_runtime
node_orchestrator -->|"delegates"| node_architecture
node_architecture -->|"produces"| node_implementation_plan
node_implementation_plan -->|"guides"| node_ui_generation
node_implementation_plan -->|"guides"| node_backend_generation
node_ui_generation -->|"creates frontend"| node_generated_app
node_backend_generation -->|"creates backend"| node_generated_app
node_generated_app -->|"submitted for review"| node_quality_review
node_quality_review -.->|"repairs"| node_generated_app
node_quality_review -->|"creates"| node_tests_docs
node_generated_app -->|"pushes source"| node_github
node_tests_docs -->|"publishes artifacts"| node_github
node_github -->|"deploys"| node_deployment
node_readme -.->|"documents"| node_workflow

click node_workflow "https://github.com/anu5565/project-se/blob/main/Project-AI-SE-Agent%20(2).json"
click node_orchestrator "https://github.com/anu5565/project-se/blob/main/Project-AI-SE-Agent%20(2).json"
click node_architecture "https://github.com/anu5565/project-se/blob/main/Project-AI-SE-Agent%20(2).json"
click node_ui_generation "https://github.com/anu5565/project-se/blob/main/Project-AI-SE-Agent%20(2).json"
click node_backend_generation "https://github.com/anu5565/project-se/blob/main/Project-AI-SE-Agent%20(2).json"
click node_quality_review "https://github.com/anu5565/project-se/blob/main/Project-AI-SE-Agent%20(2).json"
click node_readme "https://github.com/anu5565/project-se/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_workflow,node_orchestrator,node_ai_runtime,node_architecture toneBlue
class node_implementation_plan,node_ui_generation,node_backend_generation,node_generated_app,node_quality_review,node_tests_docs toneAmber
class node_request,node_github,node_deployment,node_readme toneNeutral
```

## Components

### Workflow Control Plane

The checked-in workflow coordinates the agent pipeline.

- [AI-SE workflow](https://github.com/anu5565/project-se/blob/main/Project-AI-SE-Agent%20(2).json): automation definition · Primary executable control-plane artifact. · `Project-AI-SE-Agent (2).json`
- [Agent orchestrator](https://github.com/anu5565/project-se/blob/main/Project-AI-SE-Agent%20(2).json): workflow runtime · Delegates sequential software-delivery phases. · `Project-AI-SE-Agent (2).json`
- **AI agent runtime**: model runtime · Supplies specialized agent capabilities.
- [Architecture planner](https://github.com/anu5565/project-se/blob/main/Project-AI-SE-Agent%20(2).json): agent stage · Turns requirements into an implementation plan. · `Project-AI-SE-Agent (2).json`

### Generated Delivery Flow

Generated project artifacts move through quality checks to publication.

- **Implementation plan**: generated artifact · Planned frontend, backend, and project structure.
- [UI/UX generation](https://github.com/anu5565/project-se/blob/main/Project-AI-SE-Agent%20(2).json): agent stage · Creates responsive frontend and reusable components. · `Project-AI-SE-Agent (2).json`
- [Backend generation](https://github.com/anu5565/project-se/blob/main/Project-AI-SE-Agent%20(2).json): agent stage · Creates application functionality. · `Project-AI-SE-Agent (2).json`
- **Generated application**: source artifact · Dynamically created application source and structure.
- [Review and repair](https://github.com/anu5565/project-se/blob/main/Project-AI-SE-Agent%20(2).json): agent stage · Self-reviews and fixes generated implementation. · `Project-AI-SE-Agent (2).json`
- **Tests and documentation**: generated artifacts · Quality and handoff artifacts for the application.

### Other components

- **Website request**: user input · Free-form natural-language application request.
- **GitHub repository**: external service · Initialized and populated with generated output.
- **Deployed application**: deployment target · Final published application.
- [Repository documentation](https://github.com/anu5565/project-se/blob/main/README.md): documentation · Describes intended workflow capabilities and delivery. · `README.md`

## Connections

- Website request → AI-SE workflow: triggers
- AI-SE workflow → Agent orchestrator: defines
- Agent orchestrator → AI agent runtime: uses
- Agent orchestrator → Architecture planner: delegates
- Architecture planner → Implementation plan: produces
- Implementation plan → UI/UX generation: guides
- Implementation plan → Backend generation: guides
- UI/UX generation → Generated application: creates frontend
- Backend generation → Generated application: creates backend
- Generated application → Review and repair: submitted for review
- Review and repair → Generated application: repairs
- Review and repair → Tests and documentation: creates
- Generated application → GitHub repository: pushes source
- Tests and documentation → GitHub repository: publishes artifacts
- GitHub repository → Deployed application: deploys
- Repository documentation → AI-SE workflow: documents