Writing

Ideas from building AI products and the systems around them.

Long-form notes on applied AI, frontend architecture, design systems, evaluation, and the decisions that help software hold up in production.

Latest essays

4 articles

July 30, 2026
10 min read
Building Framework-Agnostic Component Foundations
A practical architecture for sharing design-system behavior, accessibility, tokens, and contracts across frameworks without collapsing into a lowest-common-denominator UI.
- design systems
- frontend architecture
- web platform
July 30, 2026
9 min read
Observability for Generative AI Products Beyond Token Counts
A production-oriented framework for connecting service health, AI execution, response quality, safety, and user outcomes without turning telemetry into a privacy liability.
- ai engineering
- observability
- production systems
July 30, 2026
8 min read
Turning Design-System Documentation Into a Reliable Knowledge Base
A practical model for transforming component guidance, tokens, examples, and decisions into trustworthy context for AI-assisted product work.
- design systems
- retrieval
- ai engineering
July 30, 2026
8 min read
Evaluating AI-Generated Interfaces Beyond Snapshot Tests
A layered evaluation model for testing generated interfaces as code, accessible UI, visual systems, and usable products.
- ai engineering
- evaluation
- frontend testing