{"podcast":{"title":"Advances and Innovations in Actuation Systems","slug":"advances-and-innovations-in-actuation-systems-7727128","podcast_index_feed_id":7727128,"rss_url":"https://anchor.fm/s/101c20a2c/podcast/rss","website_url":"https://podcasters.spotify.com/pod/show/prasad-bhonde6","image_url":"https://d3t3ozftmdmh3i.cloudfront.net/staging/podcast_uploaded_nologo/43144611/43144611-1740646262588-ca3348ed6fc84.jpg","author":"PRASAD BHONDE","episode_count":174,"summary":"This podcast provides glimpses of the advances and innovations in Actuation systems that facilitate Micro Dispensing Systems, to dispense material in minute sites.","last_synced_at":"2026-07-16T08:17:42.124548+00:00","page_url":"https://stenobird.com/podcast/advances-and-innovations-in-actuation-systems-7727128"},"episode":{"title":"Why CI/CD Pipelines Become Cloud Cost Multipliers? : The Hidden Economics of Zombie Testing","slug":"why-ci-cd-pipelines-become-cloud-cost-multipliers-the-hidden-economics-of-zombie-testing","published_at":"2026-06-19T14:10:48+00:00","page_url":"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","show_page_url":"https://stenobird.com/podcast/advances-and-innovations-in-actuation-systems-7727128","url":"https://podcasters.spotify.com/pod/show/prasad-bhonde6/episodes/Why-CICD-Pipelines-Become-Cloud-Cost-Multipliers---The-Hidden-Economics-of-Zombie-Testing-e3l0rm7","audio_url":"https://anchor.fm/s/101c20a2c/podcast/play/121711751/https%3A%2F%2Fd3ctxlq1ktw2nl.cloudfront.net%2Fstaging%2F2026-5-19%2F87647079-ba8b-b4fd-6195-4c8980d63cb8.m4a","summary":"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! 👶🏻🧑🏻‍🦱👩🏻‍🦳 Wie Geht's guys? Mir geht's gut!!! ✌️🤘🙌 #CloudComputing #DevOps #SoftwareEngineering #CICD #FinOps #EngineeringLeadership #AWS #GCP #EngineeringManagement #SoftwareTesting","meta_description":"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 Deli…","key_points":[],"chapters":[],"topics":[],"duration_seconds":2726,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"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","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"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","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}