[NOTES]

WRITING

Technical essays, learning notes, paper notes, and field observations from systems work moving toward applied AI.

From Systems to Intelligence

Why AI engineering is becoming a systems discipline.

A short note on why tool use needs durable state and explicit policy.

A compact note on measuring retrieval quality and grounded generation separately.

Notes on choosing the right amount of architecture for a product system.