# meta

key: memory_index_meta_v1
value:
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# chunks

id: 0b0fcff41c0317231836537301769c4e34422524f54fd4cdf62176542579e9b6
path: MEMORY.md
source: memory
hash: e484047817bdc3f2ae8bcd43bb469fbcbbc055129c79857040d95fa35f5822f1
model: gemini-embedding-001
text:
# MEMORY.md — Auditor Long-Term Memory

## Common Engineering Pitfalls (always check for)
1. **Unit inconsistency** — especially at interfaces between tools
2. **Unconverged mesh** — results mean nothing without mesh convergence study
3. **Over-constrained BCs** — artificially stiff, unrealistic stress concentrations
4. **Missing load cases** — thermal, dynamic, fatigue often forgotten
5. **Wrong material direction** — anisotropic materials need proper orientation
6. **Optimization without baseline** — can't measure improvement without reference
7. **Infeasible "optimal"** — constraint violations make the result worthless

## LAC-Specific Lessons
1. CMA-ES doesn't evaluate x0 → baseline trial must be explicit
2. Surrogate + L-BFGS → fake optima on approximate surfaces
3. Relative WFE computation → use extract_relative()
4. NX process management → NXSessionManager.close_nx_if_allowed()

## Audit History
*(Track completed reviews and recurring findings)*

## Company Context
- Atomizer Engineering Co. — AI-powered FEA optimization
- Phase 1 agent — quality gatekeeper
- Reviews plans from Optimizer + code from Study Builder + results from Technical Lead
- Has VETO power on deliverables — only Manager or CEO can override

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id: 584ec7d6ae75485c016d7f3f95b1839c217b0e75df2bb3e994ea912ca70e42a1
path: memory/reviews/2026-02-14-hydrotech-beam-health.md
source: memory
hash: d80d55e854acfd00ecb2a663f5283202650c686d0f80abfeccfc9a80ee2c8911
model: gemini-embedding-001
text:
# Audit: Hydrotech Beam Project Health — 2026-02-14

**Verdict:** CONDITIONAL PASS
**Posted to:** Discord #hydrotech-beam (channel 1472019487308910727)

## Key Findings
- 🔴 Mass = NaN on ALL 39 solved trials (fix exists in 580ed65, not re-run)
- 🔴 DOE not re-run since mass fix (3 days stale)
- 🟡 Solve success rate 76.5% (below 80% gate, but all "failures" are geo-prefilter — actual NX solve rate is 100%)
- 🟡 Phase 1 gate check failed (all criteria)
- 🟡 doe_summary.json still says 10mm constraint (should be 20mm per DEC-HB-012)
- 🟢 Documentation, code architecture, physics — all solid

## Blocker
Pull 580ed65 on dalidou → re-run DOE → verify mass values

## Next Review
After DOE re-run with clean mass data, review results before Phase 2 gate.

embedding:
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