ModelBreeder.com
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ModelBreeder v2.3.0 Implementation Notes

Implementation notes for the v2.3.0 site expansion, including new tools, source alignment work, runtime grounding, and non-goals.

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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.