# NAN126: Fine-Tuning Open Source LLMs for Network Engineering Page: https://stenobird.com/podcast/the-fat-pipe-most-popular-packet-pushers-pods-1080895/nan126-fine-tuning-open-source-llms-for-network-engineering Text version: https://stenobird.com/podcast/the-fat-pipe-most-popular-packet-pushers-pods-1080895/nan126-fine-tuning-open-source-llms-for-network-engineering.md Podcast: [The Fat Pipe - All Packet Pushers Pods](https://stenobird.com/podcast/the-fat-pipe-most-popular-packet-pushers-pods-1080895) Published: 2026-07-01T16:16:38+00:00 Episode link: https://packetpushers.net/podcasts/network-automation-nerds/nan126-fine-tuning-open-source-llms-for-network-engineering/ Audio file: https://feeds.packetpushers.net/link/17421/17371186/NAN126.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/the-fat-pipe-most-popular-packet-pushers-pods-1080895/episodes/nan126-fine-tuning-open-source-llms-for-network-engineering Duration seconds: 2638 ## Resource Eric welcomes Eduard Dulharu, a veteran network architect and the Founder and CTO of vExpertAI, to talk about how agentic AI, open-source LLMs, and digital twins are changing network operations. Eduard discusses the rapid evolution of generative AI, draws parallels between AI’s current limitations and early network protocols such as Spanning Tree, talks about why ... Read more » ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/the-fat-pipe-most-popular-packet-pushers-pods-1080895/episodes/nan126-fine-tuning-open-source-llms-for-network-engineering/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/the-fat-pipe-most-popular-packet-pushers-pods-1080895/nan126-fine-tuning-open-source-llms-for-network-engineering.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.