PaveDB
Inspectable retrieval database
A small retrieval substrate built around provenance, query history, replay, local operation, and explicit boundaries.
Systems and products
Current systems, products, and writing projects.
The projects differ in market and interface, but share an engineering preference: important behavior should be inspectable, authority should be explicit, and the path from signal to action should leave evidence.
Inspectable retrieval database
A small retrieval substrate built around provenance, query history, replay, local operation, and explicit boundaries.
Technical book
A book about building RAG and semantic-search systems that teams can deploy, operate, observe, evaluate, and trust.
Declarative execution layer
A small runtime for structured intelligence services, keeping deterministic steps, inference, resources, and channels explicit.
Governed multi-agent delivery loop
Persistent software-delivery agents with explicit roles, narrow permissions, Git-backed state, and one controlled path to the remote.
Education signal-to-action system
Turns assessment and operational signals into gaps, hypotheses, actions, owners, deadlines, and follow-up evidence.
Teacher-facing curriculum mapping
Helps teachers map an existing lesson or activity to relevant BNCC skills without turning support into audit.