Podcasts differ from music: longer files (-MB), episodic consumption, RSS-based distribution. Users subscribe to feeds, auto-download new episodes.
Architecture: RSS feed crawler, audio storage and transcoding, search over titles and transcripts (speech-to-text), personalized recommendations, offline playback with sync. Simpler than video but massive catalog scale.