Preventing Regressions in Voice Agents with Testing Processes
Methods to incorporate audio recordings into the testing process to maintain voice agent performance.
Voice agents can exhibit behavioral drift over time, often unnoticed in standard testing processes. Therefore, integrating audio recordings into testing is crucial. By using baseline recordings, it becomes possible to analyze voice quality with every change and detect regressions.
This method provides an effective way to catch regressions in CI processes. Audio recordings can be integrated with OpenTelemetry for observability in production environments, allowing for continuous monitoring and improvement of voice agent performance.