DEV Community

Anthony Johnson II profile picture

Anthony Johnson II

Enterprise AI Solutions Architect building Databricks-native data reliability, LLM pipelines, and governance infrastructure for production enterprise AI.

Joined Joined on  Personal website https://etherealogic.ai/ github website

Work

Enterprise AI Solutions Architect | Databricks · PySpark · Unity Catalog · Medallion Architecture

You Validated the AI's Code. Who Validated the AI's Data?
anthony_etherealogic profile

You Validated the AI's Code. Who Validated the AI's Data?

#ai #governance #dataquality #machinelearning
Comments
6 min read
The Entropy Floor: When an Entropy Drop Means Your Data Is Doing Its Job
anthony_etherealogic profile

The Entropy Floor: When an Entropy Drop Means Your Data Is Doing Its Job

#dataquality #shannonentropy #driftdetection #dataengineering
Comments
13 min read
Governance That Fits: NIST, ISO 42001, and the EU AI Act Without Three Compliance Programs
anthony_etherealogic profile

Governance That Fits: NIST, ISO 42001, and the EU AI Act Without Three Compliance Programs

#ai #governance #compliance #enterprise
Comments
15 min read
The Pilot Graveyard: Why Enterprise AI Stalls Before Production
anthony_etherealogic profile

The Pilot Graveyard: Why Enterprise AI Stalls Before Production

#ai #machinelearning #enterprise #leadership
Comments
13 min read
The Agent's Word Is Not Enough: External Validation in the Agentic Governance Stack
anthony_etherealogic profile

The Agent's Word Is Not Enough: External Validation in the Agentic Governance Stack

#ai #devops #githubactions #softwareengineering
Comments
21 min read
Exit Code 2: How Claude Hooks Turn Agentic Rules Into Runtime Barriers
anthony_etherealogic profile

Exit Code 2: How Claude Hooks Turn Agentic Rules Into Runtime Barriers

#ai #claude #softwareengineering #devops
Comments
17 min read
CLAUDE.md Is Not Enough: The Governance Stack for Agentic Development
anthony_etherealogic profile

CLAUDE.md Is Not Enough: The Governance Stack for Agentic Development

#ai #claude #softwareengineering #devops
Comments
14 min read
Why Semantic Layers Need Distributional Validation, Not Just Schema Validation
anthony_etherealogic profile

Why Semantic Layers Need Distributional Validation, Not Just Schema Validation

#dataquality #semanticlayer #dataengineering #opensource
Comments
9 min read
From Theory to Evidence: Validating Shannon Entropy for Data Quality at Scale
anthony_etherealogic profile

From Theory to Evidence: Validating Shannon Entropy for Data Quality at Scale

#dataquality #databricks #dataengineering #opensource
Comments
8 min read
Why Shannon Entropy Catches What Schema Validation Misses
anthony_etherealogic profile

Why Shannon Entropy Catches What Schema Validation Misses

#dataquality #databricks #dataengineering #opensource
Comments
5 min read
loading...