Observations and working thoughts. These are public-ready notes, not raw private knowledge base entries. For longer writing, read Articles.
This is a small public notes archive. Each nugget is an atomic observation on workflows, AI, and systems.
Explicit confidence signals help human readers and AI agents judge the stability of a given note or observation.
AI context alignment is not about flooding models with raw text, but declaring minimal reusable metadata.
A prompt is a snippet; a workflow declares inputs, outputs, and failure modes.