Blog

Data engineering, architecture, and best practices

Building a Documentation Platform from Scratch with AI, MkDocs, and GitHub Pages

How pipeline monitoring and CRM subsystem training led to a Markdown-first documentation platform—published with MkDocs, GitHub Pages, Python automation, and AI as a development partner.

5/31/2026

Jason Koch

13 min read

MkDocsGitHub PagesDocumentationAIPythonCI/CDData Engineering

AI Is Reshaping the Architecture of Business — And We're Only Beginning to See It

Artificial intelligence is not simply another productivity tool. It is changing the economics of prediction, compressing decision cycles, redistributing judgment, and increasing the scale at which errors — and insights — propagate.

2/19/2025

Jason Koch

6 min read

AILeadershipEducationASUBusiness StrategyData ArchitectureEthics

Exploring Data Vault and Ensemble Modeling

A firsthand look at Data Vault and Ensemble Modeling concepts following my Genesee Academy training with Hans Hultgren.

1/20/2019

Jason Koch

4 min read

Data VaultEnsemble ModelingData WarehousingETLCertification

Blog

Data engineering, architecture, and best practices

Building a Documentation Platform from Scratch with AI, MkDocs, and GitHub Pages

How pipeline monitoring and CRM subsystem training led to a Markdown-first documentation platform—published with MkDocs, GitHub Pages, Python automation, and AI as a development partner.

5/31/2026

Jason Koch

13 min read

MkDocsGitHub PagesDocumentationAIPythonCI/CDData Engineering

AI Is Reshaping the Architecture of Business — And We're Only Beginning to See It

2/19/2025

Jason Koch

6 min read

AILeadershipEducationASUBusiness StrategyData ArchitectureEthics

Exploring Data Vault and Ensemble Modeling

A firsthand look at Data Vault and Ensemble Modeling concepts following my Genesee Academy training with Hans Hultgren.

1/20/2019

Jason Koch

4 min read

Data VaultEnsemble ModelingData WarehousingETLCertification