# TNO048: Ops to Orchestrated: An Architect’s Automation Journey Page: https://stenobird.com/podcast/total-network-operations-6986494/tno048-ops-to-orchestrated-an-architect-s-automation-journey Text version: https://stenobird.com/podcast/total-network-operations-6986494/tno048-ops-to-orchestrated-an-architect-s-automation-journey.md Podcast: [Total Network Operations](https://stenobird.com/podcast/total-network-operations-6986494) Published: 2025-10-31T16:27:02+00:00 Episode link: https://packetpushers.net/podcasts/total-network-operations/1031-tno048-ops-to-orchestrated-an-architects-automation-journey/ Audio file: https://feeds.packetpushers.net/link/24019/17200705/TNO048B.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/total-network-operations-6986494/episodes/tno048-ops-to-orchestrated-an-architect-s-automation-journey Duration seconds: 2529 ## Resource On today’s show, sponsored by Itential, we talk about automation in the real world. Guest Jesse Ford is an automation architect at Itential. We talk about his career journey, how he got into network automation, how he decides which is the best tool for a job, and why tool diversity isn’t the same as chaos. ... Read more » ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/total-network-operations-6986494/episodes/tno048-ops-to-orchestrated-an-architect-s-automation-journey/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/total-network-operations-6986494/tno048-ops-to-orchestrated-an-architect-s-automation-journey.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.