Selected Works
Systems & Compilers
Active compiler builds, data substrates, and architectural specifications focused on efficient model inference.
01 · CONTEX
ACTIVE BUILD
A deterministic token compiler for structured data before it enters an LLM context window.
02 · CONTEXDB
SPEC DRAFT
Exploring context storage queryable by structural shape rather than approximate string similarity.
03 · THE TOKEN COST OF SYNTAX
BENCHMARK NOTE
Measuring attention compute and token expenditure lost to JSON formatting in production.