{"podcast":{"title":"DevOps Sauna from Eficode","slug":"devops-sauna-from-eficode","podcast_index_feed_id":618357,"rss_url":"https://rss.buzzsprout.com/2246063.rss","website_url":"https://www.eficode.com/home","image_url":"https://storage.buzzsprout.com/h0e0a52aegnafg7b51hdqr8yuj9b?.jpg","author":"Eficode","episode_count":226,"summary":"Step into the DevOps Sauna with Pinja Kujala and Stefan Daugaard Poulsen as they explore Agile and DevOps methodologies. Hear from various industry experts and discover how Agile and DevOps principles can transform any part of your business. The DevOps Sauna ensures you have the latest practices and trends to maintain a competitive edge.","last_synced_at":null,"page_url":"https://stenobird.com/podcast/devops-sauna-from-eficode"},"episode":{"title":"AI FinOps: Why GPUs are expensive (and often wasted)","slug":"ai-finops-why-gpus-are-expensive-and-often-wasted","published_at":"2026-02-13T09:00:00+00:00","page_url":"https://stenobird.com/podcast/devops-sauna-from-eficode/ai-finops-why-gpus-are-expensive-and-often-wasted","show_page_url":"https://stenobird.com/podcast/devops-sauna-from-eficode","url":"https://www.buzzsprout.com/2246063/episodes/18662972-ai-finops-why-gpus-are-expensive-and-often-wasted.mp3","audio_url":"https://www.buzzsprout.com/2246063/episodes/18662972-ai-finops-why-gpus-are-expensive-and-often-wasted.mp3","summary":"Send us Fan Mail AI is everywhere, but the real cost often stays hidden. In this episode of DevOps Sauna, Pinja and Stefan dive into AI FinOps and explore why GPUs are expensive and why so much AI infrastructure ends up underutilized. They unpack hidden costs like idle hardware, power consumption, networking, and data movement, and explain why traditional Cloud FinOps doesn’t fully apply to AI workloads. They also discuss how Kubernetes and Dynamic Resource Allocation (DRA) can help improve G...","meta_description":"Send us Fan Mail AI is everywhere, but the real cost often stays hidden. In this episode of DevOps Sauna, Pinja and Stefan dive into AI FinOps and explore…","key_points":[],"chapters":[],"topics":[],"duration_seconds":1892,"processing_state":"failed","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/devops-sauna-from-eficode/episodes/ai-finops-why-gpus-are-expensive-and-often-wasted/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/devops-sauna-from-eficode/ai-finops-why-gpus-are-expensive-and-often-wasted.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}