# ModelBreeder.com

Plain PHP, no-database research and engineering site for model breeding, code breeding, teleodynamic control, small-model ecologies, source-backed publishing, and local AI architecture.

## Preferred canonical routes
- Start: https://modelbreeder.com/start-here
- Model breeding: https://modelbreeder.com/foundations/model-breeding
- Teleodynamics: https://modelbreeder.com/foundations/teleodynamics
- Digital Four Fs: https://modelbreeder.com/foundations/digital-four-fs-cycle
- Site evidence: https://modelbreeder.com/site-evidence
- Public machine discovery: https://modelbreeder.com/site-evidence/machine-discovery
- Contact: https://modelbreeder.com/contact
- Research library: https://modelbreeder.com/research

## Machine-readable files
- Public discovery manifest: https://modelbreeder.com/ai-ready.json
- Route inventory: https://modelbreeder.com/assets/data/ai-ready-route-inventory.json
- Canonical answers: https://modelbreeder.com/assets/data/canonical-answers.json
- Capability matrix: https://modelbreeder.com/assets/data/capability-matrix.json
- OpenAPI: https://modelbreeder.com/openapi.json

## Boundary
Public read-only discovery and evidence only. No runtime authority, credential validation, autonomous writes, certification, endorsement, ranking guarantee, or private memory access. Unsupported actions should no-op to https://modelbreeder.com/contact.