# How to Think Like a Principal Architect - ML 112 Page: https://stenobird.com/podcast/adventures-in-machine-learning/how-to-think-like-a-principal-architect-ml-112 Text version: https://stenobird.com/podcast/adventures-in-machine-learning/how-to-think-like-a-principal-architect-ml-112.md Podcast: [Adventures in Machine Learning](https://stenobird.com/podcast/adventures-in-machine-learning) Published: 2023-04-13T11:00:00+00:00 Episode link: https://topenddevs.com/podcasts/adventures-in-machine-learning/episodes/how-to-think-like-a-principal-architect-ml-112 Audio file: https://dts.podtrac.com/redirect.mp3/api.spreaker.com/download/episode/58842200/stream.mp3 Processing state: failed JSON: https://stenobird.com/v1/public/podcasts/adventures-in-machine-learning/episodes/how-to-think-like-a-principal-architect-ml-112 Duration seconds: 3809 ## Resource Today, we do a deep dive into Ben's background. We cover his career trajectory and, more importantly, how nature and nurture have impacted the way he thinks. Sponsors Chuck's Resume Template Developer Book Club starting Become a Top 1% Dev with a Top End Devs Membership Advertising Inquiries: https://redcircle.com/brands Privacy & Opt-Out: https://redcircle.com/privacy Become a supporter of this podcast: https://www.spreaker.com/podcast/adventures-in-machine-learning--6102041/support . ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/adventures-in-machine-learning/episodes/how-to-think-like-a-principal-architect-ml-112/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/adventures-in-machine-learning/how-to-think-like-a-principal-architect-ml-112.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.