Signals
Journal

Thinking in public.

These writings are positions. Each one started off as a pattern noticed across real work.

A moment first, then the friction inside it, then what would take the friction out.

Series 5 parts

Declared First

A five-part series on the discipline of naming what's structural but unspoken, and what changes when the name becomes infrastructure across every layer of AI systems.

  1. 01 Retrieval-First AI Most AI products inject context at inference time and call it personalization. The primitive is wrong.
  2. 02 Declare Your Frame Traverse what was declared before you generate from what was inferred. That rule survives every project.
7 pieces

Thinking out loud.