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Atomizer/docs/archive/mesh_update_issue.txt
Anto01 0ce9ddf3e2 feat: Add LLM-native development roadmap and reorganize documentation
- Add DEVELOPMENT_ROADMAP.md with 7-phase plan for LLM-driven optimization
  - Phase 1: Plugin system with lifecycle hooks
  - Phase 2: Natural language configuration interface
  - Phase 3: Dynamic code generation for custom objectives
  - Phase 4: Intelligent analysis and decision support
  - Phase 5: Automated HTML/PDF reporting
  - Phase 6: NX MCP server integration
  - Phase 7: Self-improving feature registry

- Update README.md to reflect LLM-native philosophy
  - Emphasize natural language workflows
  - Link to development roadmap
  - Update architecture diagrams
  - Add future capability examples

- Reorganize documentation structure
  - Move old dev docs to docs/archive/
  - Clean up root directory
  - Preserve all working optimization engine code

This sets the foundation for transforming Atomizer into an AI-powered
engineering assistant that can autonomously configure optimizations,
generate custom analysis code, and provide intelligent recommendations.
2025-11-15 14:34:16 -05:00

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The optimization loop is working, but the results show that:
1. ✅ Parameter updates are happening in Bracket.prt
2. ✅ NX solver is running successfully
3. ✅ Results are being extracted from .op2 files
4. ✅ Optimization loop completes
5. ❌ BUT: All trials return the SAME stress/displacement values
This indicates that the bracket geometry is NOT actually changing when we update
the tip_thickness and support_angle parameters.
The issue is that these expressions exist in Bracket.prt, but they may not be
linked to any geometric features (sketches, extrudes, etc.) that define the
actual bracket shape.
To fix this, the Bracket.prt file needs to be set up so that:
- The 'tip_thickness' expression controls an actual dimension
- The 'support_angle' expression controls an actual angle
- These dimensions are used in sketches/features to define the geometry
Without this, changing the expressions has no effect on the mesh or the analysis results.