# How Data Movement Dominates Kafka Infrastructure Costs Page: https://stenobird.com/podcast/the-business-compass-llc-podcasts-7078188/how-data-movement-dominates-kafka-infrastructure-costs Text version: https://stenobird.com/podcast/the-business-compass-llc-podcasts-7078188/how-data-movement-dominates-kafka-infrastructure-costs.md Podcast: [The Business Compass LLC Podcasts](https://stenobird.com/podcast/the-business-compass-llc-podcasts-7078188) Published: 2026-06-24T04:09:24+00:00 Episode link: https://podcast.businesscompassllc.com/e/how-data-movement-dominates-kafka-infrastructure-costs/ Audio file: https://mcdn.podbean.com/mf/web/e3cybi2tybatkatd/630b454d-f096-4620-9113-a2971d710cfe.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/the-business-compass-llc-podcasts-7078188/episodes/how-data-movement-dominates-kafka-infrastructure-costs Duration seconds: 897 ## Resource If you run Apache Kafka in production, you’ve probably noticed the costs creeping up faster than expected. The culprit isn’t usually what most people assume — it’s not storage, compute, or licensing. It’s data movement. And once you understand how Kafka infrastructure costs actually break down, the path to reducing your spending becomes a lot clearer. ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/the-business-compass-llc-podcasts-7078188/episodes/how-data-movement-dominates-kafka-infrastructure-costs/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/the-business-compass-llc-podcasts-7078188/how-data-movement-dominates-kafka-infrastructure-costs.md` — Read the agent-friendly Markdown representation of this episode resource. A page view does not enqueue transcription. Agents should invoke `request_transcript` explicitly when they need this episode processed. ## Transcript Full transcripts are not published on public pages unless there is a clear rights basis.