Core Architecture
Core Architecture resources.
10 resources
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Core Architecture
10
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AI-Ready Data: Technical Assessment
Substack
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Context Engineering for AI Agents
Manus
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From Metadata to Meaning
Substack
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Missing Line Item in 2026 AI Budget
Atlan
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The Semantic Gap
Substack
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From Chaos to Context: Where to Begin with Semantic Infrastructure
dataprodmgmt.substack.com
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Clouded Judgement: Long Live Systems of Record
Clouded Judgement
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End-to-End Guide to Building Data Products and AI Systems
Substack
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AI-Ready Data vs Analytics-Ready Data
Substack
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Clouded Judgement: Long Live Systems of Record
Substack
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Semantic Layer
10
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Semantics in Data Modeling
Substack
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Semantic Layers for Control
AtScale
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Consume Metrics
dbt Docs
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Administer Semantic Layer
dbt Docs
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Deploy Metrics
dbt Docs
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├──
AI-Ready Data: A Technical Assessment
Substack
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What If We Don't Need the Semantic Layer?
motherduck.com
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├──
What If We Don't Need the Semantic Layer?
MotherDuck Blog
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Metric Maps vs Metric Trees — Part 1
Substack
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What If We Don't Need the Semantic Layer?
MotherDuck
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Knowledge Graphs
16
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Grounding LLMs with KG
Medium
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Building Knowledge Graphs
Blog
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├──
Enterprise Needs Ontology
Substack
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Building a Knowledge Graph from Meeting Notes with CocoIndex
Blog
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├──
Why Most Enterprise Ontologies & Knowledge Graphs Fail Part 1
vinvashishta.substack.com
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Why Most Enterprise Ontologies & Knowledge Graphs Fail Part 2: The Reality Gap
vinvashishta.substack.com
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├──
Why Most Enterprise Ontologies & Knowledge Graphs Fail Part 1
High ROI AI
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Why Most Enterprise Ontologies & Knowledge Graphs Fail Part 2: The Reality Gap
High ROI AI
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Termboard: Semantic Diagramming Tool
termboard.com
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├──
From Data Engineering to Knowledge Engineering (Part 1)
veronahe.substack.com
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Data Engineering Ontologies (Part 2)
veronahe.substack.com
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TrustGraph: Open Source AI + Knowledge Graph Platform
trustgraph.ai
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Data Engineering to Knowledge Engineering (Repo)
GitHub
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├──
Why Most Enterprise Ontologies & Knowledge Graphs Fail Part 1
Substack
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Why Most Enterprise Ontologies & Knowledge Graphs Fail Part 2
Substack
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Context Graphs: Knowledge Representation
Context Graphs
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Semantic Foundations
18
├──
The Ontology Pipeline
Substack
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Concept Models vs Ontologies
Substack
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Controlled Vocabularies I
Substack
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Controlled Vocabularies II
Substack
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Controlled Vocabularies III
Substack
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Metadata as Data Model I
Substack
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Metadata as Data Model II
Substack
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Metadata Application Profiles
Substack
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├──
Demystifying Ontologies: Vocabulary vs. Data-Structure
LinkedIn
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Semantic Work Needs Its Figma Moment
dataprodmgmt.substack.com
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What Shopify's Product Taxonomy Teaches About Investing in Semantics
dataprodmgmt.substack.com
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├──
What Shopify's Product Taxonomy Teaches About Semantics
When Data Met Product
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Ontologies: Some Perspectives
Substack
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├──
From Data Engineering to Knowledge Engineering
Substack
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├──
Data Engineering Ontologies
Substack
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├──
What Shopify's Product Taxonomy Teaches Us About Investing in Semantics
Substack
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├──
From Chaos to Context: Where to Begin with Semantic Infrastructure
Substack
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└──
Semantic Work Needs Its Figma Moment
Substack
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Agentic Analytics
10
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Building Analyst Agent with dbt
dbt Blog
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Context Engineering Discipline
Podcast
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Agentic Data Analyst
Ramp Eng
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Librarian's Reference Interview
Substack
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AWS re:Invent 2025: Context Over Compute
Substack
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Building AI Agents You Can Trust
Substack
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Building a Boring Chat-BI Agent
Substack
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Governance for AI Agents with DDP
Substack
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How AI Agents and Data Products Work Together
Substack
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Reconfiguring AI as Data Discovery
Substack
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Process Knowledge
3
├──
Process Knowledge Mgmt I
Substack
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Process Knowledge Mgmt II
Substack
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└──
A Curated Map of the Best Thinking on Learning How to Learn
Substack
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Context Engineering
7
├──
Context Engineering for Agents (LangChain)
LangChain Blog
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Context Engineering Deep Dive (Weaviate)
Weaviate Blog
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How Prompt Caching Works
Bear Blog
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├──
Filesystems for Context Engineering
LangChain Blog
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├──
Context Graphs: The Trillion Dollar Evolution of Agentic Infrastructure
subramanya.ai
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├──
AI's Trillion-Dollar Opportunity: Context Graphs
X/Twitter
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└──
From CRM to CRCG: A Practical Context Graph Example
X/Twitter
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