Episode Link
https://share.snipd.com/episode/fd47dc03-5005-41a1-b4f3-8f1517c13f56
Episode publish date
August 17, 2025 2:00 PM (UTC)
Last edit date
Aug 29, 2025 1:30 AM
Last snip date
August 29, 2025 2:29 AM (GMT+1)
Last sync date
August 29, 2025 2:30 AM (GMT+1)
Show
MLOps.community
Show notes link
https://podcasters.spotify.com/pod/show/mlops/episodes/Knowledge-is-Eventually-Consistent--Devin-Stein--335-e36s25a
Snips
13
Warning
⚠️ Any content within the episode information, snip blocks might be updated or overwritten by Snipd in a future sync. Add your edits or additional notes outside these blocks to keep them safe.
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Your snips
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[01:02] Fact-Based Agent Learns Over Time
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[03:48] Let Audience Dictate Agent Intervention
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[06:09] Connect Sources To A Product Ontology
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[08:39] Terms Vary By Context; Agents Need Synonyms
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[12:21] Be Concise And Ground Responses
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[15:25] Stage Automation With Human Approval
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[21:35] Docs Should Be Dense And Code-Linked For Agents
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[25:09] Make Saving Truth Easier Than Editing Docs
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[31:06] Agents Should Share Curated Knowledge
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[38:10] Use Delta-Based Evals For Living Knowledge
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[44:53] Prioritize Core Integrations, Handle Long Tail Auth
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[48:44] Design For A Living Single Source Of Truth
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