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Meta: Epistemic Questions Research Agenda for Vibe Analytics

epistemic-questionDeep questions that guide knowledge base exploration and researchDeep questions that guide knowledge base exploration and research

research-neededRequires further research or literature reviewRequires further research or literature review

Status: Open.

#7 In weisberg/knowledge_base_public;

· weisberg opened on Feb 22, 2026

Epistemic Question: What is the relationship between domain expertise depth and AI leverage?

epistemic-questionDeep questions that guide knowledge base exploration and researchDeep questions that guide knowledge base exploration and research

research-neededRequires further research or literature reviewRequires further research or literature review

vibe-analyticsRelated to Vibe Analytics framework and principlesRelated to Vibe Analytics framework and principles

Status: Open.

#6 In weisberg/knowledge_base_public;

· weisberg opened on Feb 22, 2026

Epistemic Question: How do we design evals that detect specification drift over time?

agile-agenticRelated to Agile Agentic Analytics and Scrum for AI teamsRelated to Agile Agentic Analytics and Scrum for AI teams

epistemic-questionDeep questions that guide knowledge base exploration and researchDeep questions that guide knowledge base exploration and research

HFISHigh-Fidelity Intent SpecificationsHigh-Fidelity Intent Specifications

Status: Open.

#5 In weisberg/knowledge_base_public;

· weisberg opened on Feb 22, 2026

Epistemic Question: What is the optimal agent autonomy tier progression for analytics teams?

agile-agenticRelated to Agile Agentic Analytics and Scrum for AI teamsRelated to Agile Agentic Analytics and Scrum for AI teams

epistemic-questionDeep questions that guide knowledge base exploration and researchDeep questions that guide knowledge base exploration and research

vibe-analyticsRelated to Vibe Analytics framework and principlesRelated to Vibe Analytics framework and principles

Status: Open.

#4 In weisberg/knowledge_base_public;

· weisberg opened on Feb 22, 2026

Epistemic Question: How do we separate Meaning from Value when AI agents optimize for both?

epistemic-questionDeep questions that guide knowledge base exploration and researchDeep questions that guide knowledge base exploration and research

HFISHigh-Fidelity Intent SpecificationsHigh-Fidelity Intent Specifications

vibe-analyticsRelated to Vibe Analytics framework and principlesRelated to Vibe Analytics framework and principles

Status: Open.

#3 In weisberg/knowledge_base_public;

· weisberg opened on Feb 22, 2026

Epistemic Question: When does specification overhead exceed execution savings in AI-assisted analytics?

epistemic-questionDeep questions that guide knowledge base exploration and researchDeep questions that guide knowledge base exploration and research

HFISHigh-Fidelity Intent SpecificationsHigh-Fidelity Intent Specifications

vibe-analyticsRelated to Vibe Analytics framework and principlesRelated to Vibe Analytics framework and principles

Status: Open.

#2 In weisberg/knowledge_base_public;

· weisberg opened on Feb 22, 2026

Epistemic Question: How do we measure the true productivity impact of AI coding agents?

agile-agenticRelated to Agile Agentic Analytics and Scrum for AI teamsRelated to Agile Agentic Analytics and Scrum for AI teams

epistemic-questionDeep questions that guide knowledge base exploration and researchDeep questions that guide knowledge base exploration and research

research-neededRequires further research or literature reviewRequires further research or literature review

Status: Open.

#1 In weisberg/knowledge_base_public;

· weisberg opened on Feb 22, 2026