# Generative AI in the Real World: The LLMOps Shift with Abi Aryan Page: https://stenobird.com/podcast/generative-ai-in-the-real-world-7335719/generative-ai-in-the-real-world-the-llmops-shift-with-abi-aryan Text version: https://stenobird.com/podcast/generative-ai-in-the-real-world-7335719/generative-ai-in-the-real-world-the-llmops-shift-with-abi-aryan.md Podcast: [Generative AI in the Real World](https://stenobird.com/podcast/generative-ai-in-the-real-world-7335719) Published: 2025-11-20T12:16:32+00:00 Episode link: https://www.oreilly.com/radar/podcast/generative-ai-in-the-real-world-the-llmops-shift-with-abi-aryan/ Audio file: https://cdn.oreillystatic.com/radar/generative-ai-real-world-podcast/GenAI_in_the_Real_World_Abi_Aryan.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/generative-ai-in-the-real-world-7335719/episodes/generative-ai-in-the-real-world-the-llmops-shift-with-abi-aryan ## Resource MLOps is dead. Well, not really, but for many the job is evolving into LLMOps. In this episode, Abide AI founder and LLMOps author Abi Aryan joins Ben to discuss what LLMOps is and why it’s needed, particularly for agentic AI systems. Listen in to hear why LLMOps requires a new way of thinking about […] ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/generative-ai-in-the-real-world-7335719/episodes/generative-ai-in-the-real-world-the-llmops-shift-with-abi-aryan/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/generative-ai-in-the-real-world-7335719/generative-ai-in-the-real-world-the-llmops-shift-with-abi-aryan.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.