{"podcast":{"title":"The Engineering Leadership Podcast","slug":"the-engineering-leadership-podcast-743839","podcast_index_feed_id":743839,"rss_url":"https://feeds.simplecast.com/Z8Dl_qAv","website_url":"https://sfelc.com/podcasts","image_url":"https://image.simplecastcdn.com/images/680c6af5-128e-43b5-ba76-69958a47e058/c815f880-4518-4bce-82dd-fe523ac87659/3000x3000/2243906-1586356480016-19e6fdddd5fb1.jpg?aid=rss_feed","author":"The Engineering Leadership Community (ELC)","episode_count":271,"summary":"We share the most critical perspectives, habits & examples of great software engineering leaders to help evolve leadership in the tech industry. Join our community of software engineering leaders @ www.sfelc.com!","last_synced_at":"2026-06-11T10:19:22.359874+00:00","page_url":"https://stenobird.com/podcast/the-engineering-leadership-podcast-743839"},"episode":{"title":"Affirm’s AI-native transformation & how it’s driving operational excellence w/ Geddes Munson #259","slug":"affirm-s-ai-native-transformation-how-it-s-driving-operational-excellence-w-geddes-munson-259","published_at":"2026-05-19T15:30:00+00:00","page_url":"https://stenobird.com/podcast/the-engineering-leadership-podcast-743839/affirm-s-ai-native-transformation-how-it-s-driving-operational-excellence-w-geddes-munson-259","show_page_url":"https://stenobird.com/podcast/the-engineering-leadership-podcast-743839","url":"https://sfelc.com/podcasts","audio_url":"https://pscrb.fm/rss/p/afp-942744-injected.calisto.simplecastaudio.com/4d87e711-78c0-43f3-9633-fa05520e07f2/episodes/9e692d8c-4233-4ef1-a9ba-771339e8e341/audio/128/default.mp3?aid=rss_feed&awCollectionId=4d87e711-78c0-43f3-9633-fa05520e07f2&awEpisodeId=9e692d8c-4233-4ef1-a9ba-771339e8e341&feed=Z8Dl_qAv","summary":"In this episode, Geddes Munson (SVP of Engineering @ Affirm) joins us to discuss operational / engineering excellence, scaling, and AI-native transformation! We explore Affirm’s approach to operational and engineering excellence and how a 2024 outage became a turning point in refining that focus. We deconstruct “AI retooling week”, the internal tools it inspired (including an incident tracing system), how the AI-native transition is impacting operational / engineering excellence, and how to connect these projects to business goals. Plus, we take a look at their early work building in agentic commerce, infrastructure decisions they made years ago setting them up for success now, how they’re thinking about designing for agent-first experiences.","meta_description":"In this episode, Geddes Munson (SVP of Engineering @ Affirm) joins us to discuss operational / engineering excellence, scaling, and AI-native transformati…","key_points":[],"chapters":[],"topics":[],"duration_seconds":2704,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/the-engineering-leadership-podcast-743839/episodes/affirm-s-ai-native-transformation-how-it-s-driving-operational-excellence-w-geddes-munson-259/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/the-engineering-leadership-podcast-743839/affirm-s-ai-native-transformation-how-it-s-driving-operational-excellence-w-geddes-munson-259.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}