# Source Report Summary: ModelBreeder Architecture and Projects

Stable ID: `source-report-modelbreeder-architecture-and-projects-2026`  
Evidence level: Architectural inference  
Reviewed UTC: 2026-06-29T00:30:00Z  
Raw report: `docs/source-reports/raw-markdown/modelbreeder-architecture-and-projects.md`  
Raw SHA-256: `fff5110c377efe7dace45838d95cf252df7fa01362c82e321fe18e2a6f9b14a3`

## Public-safe use

Use for project-directory links, client-side neural visualization framing, and multidisciplinary resource mapping.

## What this report contributes

- ModelBreeder is framed as a browser-based environment for constructing, training, and visualizing CNNs using TensorFlow.js and Three.js.
- The report maps related projects such as Promptbreeder, easybreedeR, Breeder Genomics Hub, and BrAPI as useful architectural analogues.
- It separates software breeding from broader homonyms in genomics, agricultural systems, and fusion breeder blanket design.

## What it supports

A browser-native CNN visualizer can be treated as one entry in a broader model-breeding architecture map that includes client-side ML, evolutionary prompt tools, biological breeding data, and physical breeder analogues.

## Boundary / what it does not prove

It does not prove the availability, security, or current operational status of every external project named in the source report.

## External links surfaced from the report

- [https://github.com/raviadi12/modelbreeder](https://github.com/raviadi12/modelbreeder)
- [https://www.tensorflow.org/js](https://www.tensorflow.org/js)
- [https://threejs.org/](https://threejs.org/)
- [https://github.com/shivamsuchak/Promptbreeder](https://github.com/shivamsuchak/Promptbreeder)
- [https://github.com/rojaslabteam-rgb/easybreedeR](https://github.com/rojaslabteam-rgb/easybreedeR)
- [https://github.com/maize-genetics/breeder-genomics-hub](https://github.com/maize-genetics/breeder-genomics-hub)
- [https://github.com/topics/animal-breeding](https://github.com/topics/animal-breeding)
- [https://github.com/cropgeeks/brapi-java](https://github.com/cropgeeks/brapi-java)

## Cognivirus routing

Use this report with `/research/modelbreeder-architecture-resource-synthesis`, `/research/browser-ecology-dashboard-synthesis`, `/reference/modelbreeder-project-resource-map`, `/reference/evolution-lab-dashboard-blueprint`, `/anatomy/browser-native-evolution-laboratory`, `/evolution/model-breeding-operators-and-selection`, `/control/modelbreeder-architecture-governance-checklist`, and `/risk-lab/modelbreeder-ecology-dashboard-review`.