Writing & Engineering Notes

AI systems, shipped clearly.

Notes on agentic workflows, RAG systems, ML engineering, and building useful AI products. Deep-dives into agentic workflows, RAG, and applied ML.

Featured EssayFebruary 18, 20262 min read
Designing calm interfaces for high-density AI workflows

Lessons on building quieter, more usable AI dashboards and agent monitoring tools without stripping away functional power.

AI UXAgentic WorkflowsProduct Design

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EssaysFebruary 18, 20262 min read
Designing calm interfaces for high-density AI workflows

Lessons on building quieter, more usable AI dashboards and agent monitoring tools without stripping away functional power.

AI UXAgentic WorkflowsProduct Design
NotesJanuary 9, 20261 min read
The case for AI case studies that explain the Logic

Why polished AI project pages should explain model choices, RAG tradeoffs, and evaluation chains instead of just showing a chatbot UI.

PortfolioAI StrategyEvaluation