← Knowledge Engineering 77 resources
Core Architecture
Core Architecture resources.
10 resources
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Core Architecture 10
├── AI-Ready Data: Technical Assessment Substack s-paul ~ → ├── Context Engineering for AI Agents Manus manus-team ~ → ├── From Metadata to Meaning Substack j-talisman ~ → ├── Missing Line Item in 2026 AI Budget Atlan p-sankar ~ → ├── The Semantic Gap Substack v-dacanay ~ → ├── From Chaos to Context: Where to Begin with Semantic Infrastructure dataprodmgmt.substack.com a-bergevin ~ → ├── Clouded Judgement: Long Live Systems of Record Clouded Judgement j-ball ~ → ├── End-to-End Guide to Building Data Products and AI Systems Substack s-paul ~ → ├── AI-Ready Data vs Analytics-Ready Data Substack s-paul ~ → └── Clouded Judgement: Long Live Systems of Record Substack j-ball ~ →
Semantic Layer 10
├── Semantics in Data Modeling Substack j-reis ~ → ├── Semantic Layers for Control AtScale atscale-team ~ → ├── Consume Metrics dbt Docs dbt-labs ~ → ├── Administer Semantic Layer dbt Docs dbt-labs ~ → ├── Deploy Metrics dbt Docs dbt-labs ~ → ├── AI-Ready Data: A Technical Assessment Substack s-paul ~ → ├── What If We Don't Need the Semantic Layer? motherduck.com j-matson ~ → ├── What If We Don't Need the Semantic Layer? MotherDuck Blog j-matson ~ → ├── Metric Maps vs Metric Trees — Part 1 Substack d-nekrasov ~ → └── What If We Don't Need the Semantic Layer? MotherDuck j-matson ~ →
Knowledge Graphs 16
├── Grounding LLMs with KG Medium a-negro ~ → ├── Building Knowledge Graphs Blog k-cagle ~ → ├── Enterprise Needs Ontology Substack v-vashishta ~ → ├── Building a Knowledge Graph from Meeting Notes with CocoIndex Blog cocoindex-team ~ → ├── Why Most Enterprise Ontologies & Knowledge Graphs Fail Part 1 vinvashishta.substack.com v-vashishta ~ → ├── Why Most Enterprise Ontologies & Knowledge Graphs Fail Part 2: The Reality Gap vinvashishta.substack.com v-vashishta ~ → ├── Why Most Enterprise Ontologies & Knowledge Graphs Fail Part 1 High ROI AI v-vashishta ~ → ├── Why Most Enterprise Ontologies & Knowledge Graphs Fail Part 2: The Reality Gap High ROI AI v-vashishta ~ → ├── Termboard: Semantic Diagramming Tool termboard.com termboard ~ → ├── From Data Engineering to Knowledge Engineering (Part 1) veronahe.substack.com v-heimsbakk ~ → ├── Data Engineering Ontologies (Part 2) veronahe.substack.com v-heimsbakk ~ → ├── TrustGraph: Open Source AI + Knowledge Graph Platform trustgraph.ai trustgraph-team ~ → ├── Data Engineering to Knowledge Engineering (Repo) GitHub v-heimsbakk ~ → ├── Why Most Enterprise Ontologies & Knowledge Graphs Fail Part 1 Substack v-vashishta ~ → ├── Why Most Enterprise Ontologies & Knowledge Graphs Fail Part 2 Substack v-vashishta ~ → └── Context Graphs: Knowledge Representation Context Graphs context-graphs-team ~ →
Semantic Foundations 18
├── The Ontology Pipeline Substack j-talisman ~ → ├── Concept Models vs Ontologies Substack j-talisman ~ → ├── Controlled Vocabularies I Substack j-talisman ~ → ├── Controlled Vocabularies II Substack j-talisman ~ → ├── Controlled Vocabularies III Substack j-talisman ~ → ├── Metadata as Data Model I Substack j-talisman ~ → ├── Metadata as Data Model II Substack j-talisman ~ → ├── Metadata Application Profiles Substack j-talisman ~ → ├── Demystifying Ontologies: Vocabulary vs. Data-Structure LinkedIn t-joutsenlahti ~ → ├── Semantic Work Needs Its Figma Moment dataprodmgmt.substack.com a-bergevin ~ → ├── What Shopify's Product Taxonomy Teaches About Investing in Semantics dataprodmgmt.substack.com a-bergevin ~ → ├── What Shopify's Product Taxonomy Teaches About Semantics When Data Met Product a-bergevin ~ → ├── Ontologies: Some Perspectives Substack w-inmon ~ → ├── From Data Engineering to Knowledge Engineering Substack v-heimsbakk ~ → ├── Data Engineering Ontologies Substack v-heimsbakk ~ → ├── What Shopify's Product Taxonomy Teaches Us About Investing in Semantics Substack a-bergevin ~ → ├── From Chaos to Context: Where to Begin with Semantic Infrastructure Substack a-bergevin ~ → └── Semantic Work Needs Its Figma Moment Substack a-bergevin ~ →
Agentic Analytics 10
├── Building Analyst Agent with dbt dbt Blog j-sobel ~ → ├── Context Engineering Discipline Podcast t-macey ~ → ├── Agentic Data Analyst Ramp Eng ramp-team ~ → ├── Librarian's Reference Interview Substack j-jordan ~ → ├── AWS re:Invent 2025: Context Over Compute Substack g-szabo ~ → ├── Building AI Agents You Can Trust Substack g-szabo ~ → ├── Building a Boring Chat-BI Agent Substack j-hurault ~ → ├── Governance for AI Agents with DDP Substack s-paul ~ → ├── How AI Agents and Data Products Work Together Substack s-paul ~ → └── Reconfiguring AI as Data Discovery Substack s-paul ~ →
Process Knowledge 3
├── Process Knowledge Mgmt I Substack j-talisman ~ → ├── Process Knowledge Mgmt II Substack j-talisman ~ → └── A Curated Map of the Best Thinking on Learning How to Learn Substack e-keiffenheim ~ →
Context Engineering 7
├── Context Engineering for Agents (LangChain) LangChain Blog langchain-team ~ → ├── Context Engineering Deep Dive (Weaviate) Weaviate Blog weaviate-team ~ → ├── How Prompt Caching Works Bear Blog s-agarwal ~ → ├── Filesystems for Context Engineering LangChain Blog langchain-team ~ → ├── Context Graphs: The Trillion Dollar Evolution of Agentic Infrastructure subramanya.ai s-n ~ → ├── AI's Trillion-Dollar Opportunity: Context Graphs X/Twitter j-gupta ~ → └── From CRM to CRCG: A Practical Context Graph Example X/Twitter j-gupta ~ →
Knowledge Quality 3
├── Semiosis: KB Unit Testing GitHub answerlayer-team ~ → ├── Holy Trinity for Enterprise Data Substack ~ → └── DataHub: Modern Data Catalog & Metadata Platform DataHub datahub ~ →
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