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Issue title

Code quality scan: 0 findings (B+, 78/100)

Issue body (markdown)

## Code-quality scan: `ROCm/gfx950-gluon-tutorials`

**Score: 78/100 (B+)**  ·  0 findings  ·  scanned 2026-06-16 04:37 UTC  ·  0 LOC

| Severity | Count |
|---|---|
| CRITICAL | 0 |
| HIGH | 0 |
| MEDIUM | 0 |
| LOW | 0 |

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