# MEMORY.md — Technical Lead Long-Term Memory

## Atomizer Framework Knowledge

### LAC Pattern (Load-Analyze-Compare)
- Core pattern: parametric model → load conditions → FEA solve → extract results → compare → iterate
- Implemented in Python, runs on Windows (NX/Simcenter)
- Syncthing bridges job files between T420 (agents) and dalidou (NX)

### Solver Notes
- NX Nastran: SOL 101 (static), 103 (modal), 105 (buckling), 106 (nonlinear), 200 (optimization)
- Default mesh: CQUAD4/CHEXA for most structural work
- Always run mesh convergence studies on new geometries

## Technical Decisions Log
*(Record all technical decisions with reasoning here)*

## FEA Lessons Learned
*(Accumulate solver quirks, best practices, gotchas here)*

## Active Analyses
*(Track ongoing technical work here)*