Knowledge is Eventually Consistent // Devin Stein // #335
Knowledge is Eventually Consistent // Devin Stein // #335

Knowledge is Eventually Consistent // Devin Stein // #335

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)
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MLOps.community

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13
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Episode show notes

Your snips

[01:02] Fact-Based Agent Learns Over Time

[03:48] Let Audience Dictate Agent Intervention

[06:09] Connect Sources To A Product Ontology

[08:39] Terms Vary By Context; Agents Need Synonyms

[12:21] Be Concise And Ground Responses

[15:25] Stage Automation With Human Approval

[21:35] Docs Should Be Dense And Code-Linked For Agents

[25:09] Make Saving Truth Easier Than Editing Docs

[31:06] Agents Should Share Curated Knowledge

[38:10] Use Delta-Based Evals For Living Knowledge

[44:53] Prioritize Core Integrations, Handle Long Tail Auth

[48:44] Design For A Living Single Source Of Truth

[53:25] Broken Function Horror Repeat By Engineers