Writing on AI trust, semantic design, and the systems that make meaning durable.
I write about what happens when content design meets data engineering — and why that intersection matters more than most people realize.
Pinned
The frame is the feature: Designing with AI, not for it
Inspired by Maeda's computation theory and LLM orchestration, I built an AI agent to scale content quality without losing voice.
Data InfrastructureDesigning the semantic layer: Where language meets data architecture
What database theory taught me about language, structure, and building systems that scale.
Career + CraftDesigning AI for everyone: From small towns to statewide impact
Growing up in a town with limited tech access shaped my belief that talent is everywhere — but opportunity isn't.
Content DesignStrong, useful, beautiful: Designing a new way of getting data
What does good design look like in the world of data integration? At Microsoft Fabric, we reimagined the most essential flow.
More articles
From data warehouses to lakehouses: The evolution of data architecture
A new chapter is being written: one of harmony and a unified platform. Welcome to the age of the data lakehouse.
AI SystemsBeyond control: Designing AI systems that flow, not force
Lessons from jellyfish on emergence, adaptability, and the art of letting go in product design.
AI SystemsAI doesn't just need data. It needs discernment.
Why content designers are essential to building responsible, resonant AI.
Career + CraftThe poetry of data: Finding meaning in the noise
A reflection on how data becomes insight, how content becomes connection, and how even the most technical work can hold space for poetry.
AI SystemsDesigning for judgment: What AI can't see (yet)
Why editorial thinking is the missing layer in AI systems and how content designers can help build it.
Coming next
The Documentation Layer Is Infrastructure
Why the most important line of code is the one that explains what it does.
Your AI Isn't Confident — It's Ambiguous
Reframing hallucinations as semantic design bugs.
Gas Town and the Content Layer of AI Orchestration
A content designer's POV on what happens when AI agents need to coordinate at scale.
From Glossary to Semantic Model
A practical walkthrough of turning terminology into computable definitions.
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