# ModelBreeder v2.3.0 Implementation Notes

Version 2.3.0 implements the latest source-comparison pass. It keeps the original plain PHP, root-extractable, no-database package contract and adds a concrete runtime-informed layer.

## Implemented report suggestions

- Make the site more example-driven by adding blueprints for legal-document, local coding, browser runtime, and personal research ecologies.
- Add more pseudocode and implementation logic, especially around scorecards, population simulation, merge search, router policy, lineage, and release packets.
- Clarify the positive theory: capability compounding, frugal specialization, local sovereignty, useful diversity, faster improvement cycles, and human-strengthening mutualism.
- Preserve the `/docs` source trail and point active `.uai` memory back to durable source reports.
- Add concrete local runtime grounding from the Rust TinyRustLM files.

## Explicit non-goals

- No WordPress package.
- No database.
- No copied external guidance pages.
- No hidden bot-only text.
- No claim that the site is a live model-breeding runtime.
- No literal removal of evaluation gates, provenance checks, rollback paths, or human review.