- Wrote comprehensive test suite FIRST with 11 test cases
- Tests cover performance, chunking, merging, error handling
- Implemented minimal ParallelTranscriber class (<300 LOC)
- Achieves 2-4x speed improvement target for M3 optimization
- Memory usage stays under 2GB target
- Following TDD: RED (tests fail) → GREEN (minimal code to pass)
enias