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Knowledge is Eventually Consistent // Devin Stein // #335
Knowledge is Eventually Consistent // MLOps Podcast #335 with Devin Stein, CEO of Dosu.
Grateful to @Databricks and @hyperbolic-labs for supporting our podcast and helping us keep great conversations going.
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// Abstract
AI as a partner in building richer, more accessible written knowledge—so communities and teams can thrive, endure, and expand their reach.
// Bio
Devin is the CEO and Founder of Dosu. Prior to Dosu, Devin was an early engineer and leader at various startups. Outside of work, he is an active open source contributor and maintainer.
// Related Links
Website: https://github.com/devstein
https://www.youtube.com/watch?v=sC8aW47DqPg
https://www.youtube.com/watch?v=PuM0Gd3txfQ
https://www.youtube.com/watch?v=ah6diDQ9wyw
https://www.youtube.com/watch?v=x22FEQic8lg
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Timestamps:
[00:00] Devin's preferred coffee
[00:53] Facts agent overview
[03:47] Decision state detection
[07:55 - 8:41] Databricks ad
[08:42] Context-dependent word meanings
[15:25] Fact lifecycle management
[24:40] Maintaining quality documentation
[30:10 - 31:06] Hyperbolic ad
[31:07] Agent collaboration scenarios
[38:22] Knowledge maintenance
[44:10] Deployment and integration strategies
[48:13] Flywheel data approach
[51:54] Horror story engineering function
[54:32] Wrap up
Published on 2 weeks, 5 days ago