Episode Details

A pipeline bug caused podcast episodes to loop back to the start mid-sentence, creating thirty-minute files that were two conversations stitched together. This episode explores a two-part rescue: whether an AI agent can reliably detect repetition in transcripts and generate correct FFmpeg splice commands, and whether overwriting audio files in Cloudflare R2 can update episodes across podcast apps without breaking RSS syndication. We walk through protocol mechanics, caching behaviors of Apple Podcasts vs Spotify vs Overcast, and why fully autonomous audio surgery is riskier than it sounds.