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Feature/academy visual v2#14

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saskw2010 wants to merge 16 commits into
FareedKhan-dev:mainfrom
saskw2010:feature/academy-visual-v2
Draft

Feature/academy visual v2#14
saskw2010 wants to merge 16 commits into
FareedKhan-dev:mainfrom
saskw2010:feature/academy-visual-v2

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What this PR does

Type

  • Bug fix
  • New architecture
  • Enhancement to existing architecture
  • Tests
  • Documentation
  • CI / tooling
  • Other:

Checklist

  • Tests pass locally (pytest -q)
  • ruff check src/ tests/ is clean
  • For new architectures: registered in architectures/__init__.py, build + tailor scripts present, notebook re-executed
  • For LLM-as-Scorer changes: deterministic-picker pattern applied (categorical LLM commitment + Python composition)
  • Docs updated if user-facing
  • Commit messages follow Conventional Commits (feat:, fix:, docs:, etc.)

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