It's All About the Database

by Dave Keeshin

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February 11 2026

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ARCHIVE

2024-06-03 A Better Data Source Discovery Concept- Introduction 2024-07-02 Designing a Database to Support a Chatbot Interview App - Part 1 2024-09-03 Designing a Database to Support a Chatbot Interview App - Part 2 2024-09-19 Designing a Database to Support a Chatbot Interview App – Part 3: Modeling Data 2024-10-02 Designing a Database to Support a Chatbot Interview App – Part 4: Staging the Data Discovery Model 2024-10-16 Designing a Chatbot Interview App Database – Part 5: Mapping LLM-Generated Data to Real-World Data 2024-10-25 Designing a Chatbot Interview App Database – Part 6: Formatting Interview Questions and Answers 2024-11-07 Designing a Chatbot Interview App Database – Part 7: Storing Answers 2024-11-13 Designing a Chatbot Interview App Database – Part 8: Handling Location and Job Role Data with APIs 2024-12-04 Designing a Data Source Discovery App - Part 9: Managing Organizational Data 2024-12-22 Designing a Data Source Discovery App - Part 10: Retrieval-Augmented-Generation (RAG) in kDS-DSD 2025-02-10 Designing a Data Source Discovery App - Part 11: New Year, New Architecture 2025-02-27 Designing a Data Source Discovery App - Part 12: Summarizing Interview Data 2025-03-05 Designing a Data Source Discovery App - Part 13: Summarizing Interview Data Continued... 2025-03-17 Designing a Data Source Discovery App - Part 14: Generating Smart Test Data with LLMs 2025-03-24 Designing a Data Source Discovery App - Part 15: A Primarily Data Insert Only Approach 2025-04-07 Designing a Data Source Discovery App - Part 16: Testing SQL Efficiency 2025-04-14 Designing a Data Source Discovery App - Part 17: Migrating LLM Prompts To Jinja2 2025-04-21 Designing a Data Source Discovery App - Part 18: Deploying the kds_discovery_2025 Database 2025-05-06 Designing a Data Source Discovery App - Part 19: Generating a Role Based Hierarchy 2025-05-13 Designing a Data Source Discovery App - Part 20: Securing Access with Token-Based Authentication 2025-05-25 Designing a Data Source Discovery App - Part 21: Securing The kds_discovery_2025 Database 2025-06-02 Designing a Data Source Discovery App - Part 22: The Power of Question Redirects 2025-08-06 Designing a Data Source Discovery App - Part 23: Our Solution 2025-10-21 Designing a Data Source Discovery App - Part 24: Setting Up Your Discovery Project 2025-12-02 Automating kDS Discovery Deployment: From Manual Setup to Three-Script Infrastructure 2025-12-29 Building a Data-Driven Email feature for the kDS Data Source Discovery App 2026-01-26 The Organizational Data Flow Architecture Approach 2026-02-11 The Relationship Between Organizational Structure and Data Quality