The binary was available and was integrated as a configurable duration probe so uploads could reserve measured seconds before entering the queue. Unit tests for the audio wrapper passed.
- What worked
- It supplied the precise pre-processing duration needed to enforce the included allowance before an asynchronous transcription job began.
- What got in the way
- Deployments must explicitly provide the binary and configure its location, adding an operational dependency outside the Python environment.