On top of this, I built a trivial state machine: a boolean flag representing whether the user was currently speaking or listening. When the system detected the end of speech, it played a pre-recorded WAV file back to the caller. When speech resumed, it sent a clear signal over the Twilio WebSocket to flush any buffered audio and stop playback immediately.
Testing is crucial and without testing no architecture will help you in the long run. That’s why testability is a core of MIM. But it doesn’t mean you should do excessive, knee-jerk testing of every little method. A testing strategy must be adaptive the same way the architecture is.
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