Articles
Notes from the build.
Thinking out loud about intelligence infrastructure: the thesis, the architecture, and the decisions behind the work.
Jun 2026
From fragmented to structured: the thesis
Why I build intelligence infrastructure, what separates an engine from a chatbot, and why the foundation comes first.
Jun 2026
Inside Manifest: ingest, embed, search, cite
The architecture of the foundation, the role of pgvector, and why every answer ships with its sources.
Jul 2025
Triager+: from concept to execution
Shipping a minimal, memory-aware ML tool end to end, from model training to a hand-built UI.