{"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":"From localized to systematic speed: How Spotify deploys AI in prototyping, strategy & maintenance w/ Tyson Singer #245","slug":"from-localized-to-systematic-speed-how-spotify-deploys-ai-in-prototyping-strategy-maintenance-w-tyson-singer-245","published_at":"2026-01-21T22:59:10+00:00","page_url":"https://stenobird.com/podcast/the-engineering-leadership-podcast-743839/from-localized-to-systematic-speed-how-spotify-deploys-ai-in-prototyping-strategy-maintenance-w-tyson-singer-245","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/1bc8c65b-80e1-4685-ac59-7ce9557f10c2/audio/128/default.mp3?aid=rss_feed&awCollectionId=4d87e711-78c0-43f3-9633-fa05520e07f2&awEpisodeId=1bc8c65b-80e1-4685-ac59-7ce9557f10c2&feed=Z8Dl_qAv","summary":"Tyson Singer (Head of Tech & Platforms @ Spotify) joins us to unpack how Spotify is transforming its product development lifecycle across creation, experimentation and maintenance to shift from \"localized speed\" to \"systematic speed.\" We explore why the industry’s current obsession with the \"Build It\" phase of development is shortsighted, and how Spotify is aggressively deploying AI in the \"Think It\" (prototyping/strategy) and \"Maintain It\" (fleet management) phases. Tyson also details the internal tools driving this shift, including AiKA and Honk, and shares why the future of engineering relies on moving from I-shaped specialists to T-shaped generalists.","meta_description":"Tyson Singer (Head of Tech & Platforms @ Spotify) joins us to unpack how Spotify is transforming its product development lifecycle across creation, experi…","key_points":[],"chapters":[],"topics":[],"duration_seconds":2668,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/the-engineering-leadership-podcast-743839/episodes/from-localized-to-systematic-speed-how-spotify-deploys-ai-in-prototyping-strategy-maintenance-w-tyson-singer-245/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/from-localized-to-systematic-speed-how-spotify-deploys-ai-in-prototyping-strategy-maintenance-w-tyson-singer-245.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}