Code review of completed engineering tasks: FRE-11, FRE-12, FRE-31, FRE-09, FRE-13, FRE-05, FRE-32

tasks/FRE-9.yaml

@@ -43,4 +43,14 @@ notes:
 links:
   strategic_plan: /home/mike/code/FrenoCorp/STRATEGIC_PLAN.md
   technical_architecture: /home/mike/code/FrenoCorp/technical-architecture.md
-  codebase: /home/mike/code/AudiobookPipeline/
+  codebase: /home/mike/code/AudiobookPipeline/
+
+review_notes: |
+  Code review completed 2026-03-14 by Code Reviewer:
+  - Found proper resolution of CUDA/meta tensor error in TTS generation
+  - Root cause correctly identified: device_map="auto" resulted in meta tensors when GPU unavailable
+  - Fix properly implemented with GPU detection and CPU fallback
+  - Added validation to reject models loaded on meta device with clear error message
+  - Solution follows defensive programming principles
+  - Positive observations: Correct root cause analysis, appropriate fallback strategy, clear error messaging
+  - Assignment: No further action needed - task can be closed