# Specs as the new source of truth, synthetic data as the next wave of defensibility, product vision & decision making frameworks w/ Ruslan Belkin #237

Page: https://stenobird.com/podcast/the-engineering-leadership-podcast-743839/specs-as-the-new-source-of-truth-synthetic-data-as-the-next-wave-of-defensibility-product-vision-decision-making-frameworks-w-ruslan-belkin-237
Text version: https://stenobird.com/podcast/the-engineering-leadership-podcast-743839/specs-as-the-new-source-of-truth-synthetic-data-as-the-next-wave-of-defensibility-product-vision-decision-making-frameworks-w-ruslan-belkin-237.md
Podcast: [The Engineering Leadership Podcast](https://stenobird.com/podcast/the-engineering-leadership-podcast-743839)
Published: 2025-11-20T15:21:40+00:00
Episode link: https://sfelc.com/podcasts
Audio file: https://pscrb.fm/rss/p/afp-942744-injected.calisto.simplecastaudio.com/4d87e711-78c0-43f3-9633-fa05520e07f2/episodes/f2954920-8e13-45d4-bfef-3f203b36554a/audio/128/default.mp3?aid=rss_feed&awCollectionId=4d87e711-78c0-43f3-9633-fa05520e07f2&awEpisodeId=f2954920-8e13-45d4-bfef-3f203b36554a&feed=Z8Dl_qAv
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Duration seconds: 3114

## Resource

Ruslan Belkin (Head of Platform Engineering @ Inflection AI) joins us to deconstruct fundamental shifts in engineering leadership. We explore the future of user interfaces, his “sci-fi” approach to establish & test product vision, & how to leverage “investor decks” for better decision-making and project validation. Ruslan also dives into the complexities of building emotional intelligence into AI systems, cultivating an outcome-oriented engineering culture & avoiding process traps. Plus, we discuss how to keep up with the velocity of change (including when new research necessitates a major pivot), synthetic data & the future of data as a defensibility strategy, & why agent reliability is the massive opportunity ahead.

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## Transcript

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