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Anthony Johnson II

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

Work

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

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

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

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

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

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

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

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14 min read
Why Semantic Layers Need Distributional Validation, Not Just Schema Validation

Why Semantic Layers Need Distributional Validation, Not Just Schema Validation

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

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

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7 min read
Why Shannon Entropy Catches What Schema Validation Misses

Why Shannon Entropy Catches What Schema Validation Misses

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5 min read
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