# Why CI/CD Pipelines Become Cloud Cost Multipliers? : The Hidden Economics of Zombie Testing Page: https://stenobird.com/podcast/advances-and-innovations-in-actuation-systems-7727128/why-ci-cd-pipelines-become-cloud-cost-multipliers-the-hidden-economics-of-zombie-testing Text version: https://stenobird.com/podcast/advances-and-innovations-in-actuation-systems-7727128/why-ci-cd-pipelines-become-cloud-cost-multipliers-the-hidden-economics-of-zombie-testing.md Podcast: [Advances and Innovations in Actuation Systems](https://stenobird.com/podcast/advances-and-innovations-in-actuation-systems-7727128) Published: 2026-06-19T14:10:48+00:00 Episode link: https://podcasters.spotify.com/pod/show/prasad-bhonde6/episodes/Why-CICD-Pipelines-Become-Cloud-Cost-Multipliers---The-Hidden-Economics-of-Zombie-Testing-e3l0rm7 Audio file: https://anchor.fm/s/101c20a2c/podcast/play/121711751/https%3A%2F%2Fd3ctxlq1ktw2nl.cloudfront.net%2Fstaging%2F2026-5-19%2F87647079-ba8b-b4fd-6195-4c8980d63cb8.m4a Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/advances-and-innovations-in-actuation-systems-7727128/episodes/why-ci-cd-pipelines-become-cloud-cost-multipliers-the-hidden-economics-of-zombie-testing Duration seconds: 2726 ## Resource The Most Expensive Engineer on Your Team Might Be a Test Suite Predictive Test Selection and the End of Blind Compute Spending. Cloud Bills Are Often Delivery Pipeline Problems. ------------------------------------------ Episode Scope: Why enterprise test suites accumulate zombie tests, how predictive dependency graphing reduces unnecessary compute execution, and why cloud waste has become an engineering leadership problem rather than an infrastructure problem. ------------------------------------------ Practical Consequence: The fastest path to reducing cloud spend may be deleting unnecessary work rather than negotiating lower cloud pricing. ---------------------------------------- Stay Tuned… Regards, Top Voice Maido & Kon'nichiwa min'na! πŸ‘ΆπŸ»πŸ§‘πŸ»β€πŸ¦±πŸ‘©πŸ»β€πŸ¦³ Wie Geht's guys? Mir geht's gut!!! βœŒοΈπŸ€˜πŸ™Œ #CloudComputing #DevOps #SoftwareEngineering #CICD #FinOps #EngineeringLeadership #AWS #GCP #EngineeringManagement #SoftwareTesting ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/advances-and-innovations-in-actuation-systems-7727128/episodes/why-ci-cd-pipelines-become-cloud-cost-multipliers-the-hidden-economics-of-zombie-testing/transcription-requests` β€” Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/advances-and-innovations-in-actuation-systems-7727128/why-ci-cd-pipelines-become-cloud-cost-multipliers-the-hidden-economics-of-zombie-testing.md` β€” 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.