# Ep 3: What Does Extreme Operational Efficiency (Currently) Look Like? WIth Niki Manoledaki Page: https://stenobird.com/podcast/asynchronous-unreliable-conversations-on-the-edge-of-software-7759997/ep-3-what-does-extreme-operational-efficiency-currently-look-like-with-niki-manoledaki Text version: https://stenobird.com/podcast/asynchronous-unreliable-conversations-on-the-edge-of-software-7759997/ep-3-what-does-extreme-operational-efficiency-currently-look-like-with-niki-manoledaki.md Podcast: [Asynchronous & Unreliable - Conversations on The Edge of Software](https://stenobird.com/podcast/asynchronous-unreliable-conversations-on-the-edge-of-software-7759997) Published: 2026-04-24T11:48:50+00:00 Episode link: https://api.riverside.com/hosting-analytics/media/34afaafb71f98ff37496c39cd69be6bf8fb8090f8a710baf908c2433886bc495/eyJlcGlzb2RlSWQiOiI5OGVhMWQ0Yy1mMTFmLTRkNWEtYWE5NS1kOGU3Y2I3NGE0MTgiLCJwb2RjYXN0SWQiOiJlY2ZmYzhiOS1kN2E3LTRiODctYjNiMy05NzdjZWQzMDYyMTAiLCJhY2NvdW50SWQiOiI2NzYxNWNlNTQyMGE5OTgwNWExOTY2MGMiLCJwYXRoIjoibWVkaWEvY2xpcHMvNjllYTMzODhmYzcxMjZkYWI2YWE4MzcwL2FubmUtY3Vycmllcy1zdHVkaW8tY29tcG9zZXItMjAyNi00LTIzX18xNi01OC0xNi5tcDMifQ==.mp3 Audio file: https://api.riverside.com/hosting-analytics/media/34afaafb71f98ff37496c39cd69be6bf8fb8090f8a710baf908c2433886bc495/eyJlcGlzb2RlSWQiOiI5OGVhMWQ0Yy1mMTFmLTRkNWEtYWE5NS1kOGU3Y2I3NGE0MTgiLCJwb2RjYXN0SWQiOiJlY2ZmYzhiOS1kN2E3LTRiODctYjNiMy05NzdjZWQzMDYyMTAiLCJhY2NvdW50SWQiOiI2NzYxNWNlNTQyMGE5OTgwNWExOTY2MGMiLCJwYXRoIjoibWVkaWEvY2xpcHMvNjllYTMzODhmYzcxMjZkYWI2YWE4MzcwL2FubmUtY3Vycmllcy1zdHVkaW8tY29tcG9zZXItMjAyNi00LTIzX18xNi01OC0xNi5tcDMifQ==.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/asynchronous-unreliable-conversations-on-the-edge-of-software-7759997/episodes/ep-3-what-does-extreme-operational-efficiency-currently-look-like-with-niki-manoledaki Duration seconds: 3527 ## Resource In the third episode of Asynchronous and Unreliable, Anne Currie and Niki Manoledaki of Grafana Labs discuss the highest end of operational efficiency, GreenOps, and Finops using purely open source solutions including Kubernetes, Kepler and the Vertical Pod Autoscaler. What can you do with them and what is the vital technology you need in place before you attempt it? Real life stories! Shownotes and transcript #cloud #kubernetes #karpenter #kepler #VPA #CNCF #opensource #earthday #sustainability ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/asynchronous-unreliable-conversations-on-the-edge-of-software-7759997/episodes/ep-3-what-does-extreme-operational-efficiency-currently-look-like-with-niki-manoledaki/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/asynchronous-unreliable-conversations-on-the-edge-of-software-7759997/ep-3-what-does-extreme-operational-efficiency-currently-look-like-with-niki-manoledaki.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.