Papers · Doctrine
Research.
Two foundational papers on persistent codebase intelligence and the underlying architecture of distributed cognitive systems. The applied companion and the ontology beneath it.
Shorter observational pieces from real deployments are kept separately in field notes.
§ 01 · TECHNICAL & ONTOLOGICAL
Papers.
-
What Is Neil?
How persistent codebase intelligence is actually built: the five-layer optimization hierarchy, the investigation pipeline, and the architecture that refuses execution without understanding.
Read the paper → -
Ontological Foundations
The underlying argument. What an agentic system has to be in order to operate inside a real codebase without losing it. Three layers, four modes, bounded epistemology.
Read the paper →
§ 02 · FIELD NOTES
Field notes.
Field notes are kept on their own page — observational writing drawn from real deployments, separate from the long-form papers above.
The work itself is what's worth reading.
The clearest version of this thinking lands when it lands on a real codebase. Start with the review.