Projects

Systems I have built or am actively exploring.

Lucid Model

EBM/Hopfield-inspired artificial-brain prototype with explicit memory, lazy collapse, binding, interference, projection, and lucidity.

Typed compiler for LLM workflow graphs: single-plan JSON, seven static checks, deterministic codegen, and 278/300 benchmark successes.

Ledger-backed shared memory for agents, with a promotion pipeline that prevents uncertain private notes from directly corrupting canonical state.

Long-running memory layer that turns immutable raw sources into canonical wiki pages, relation graphs, temporal facts, and answer-ready context.

Bounded knee symptom reasoning with registry-defined evidence, deterministic scoring, explicit fallback, and safety exits outside ranking.

Customer-support governance layer with multi-tenant isolation, auditability, escalation controls, and debounce architecture.