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parakeet-cpp was added in #10084 but not registered in BackendCapabilities, so GuessUsecases only allowed "whisper" for FLAG_TRANSCRIPT and the UI could not classify parakeet-cpp models as speech-to-text. The result was that parakeet models appeared only in the LLM selector in the speech-to-speech pipeline, making them unusable for transcription through the UI. Closes #9718 Assisted-by: Claude Sonnet 4.6 <noreply@anthropic.com>