Selected Works
Systems & Compilers
Active compiler builds, data substrates, and architectural specifications focused on efficient model inference.
01 · CONTEX
ACTIVE BUILD
The context compilation layer for LLMs — canonical IR, deterministic tokenization, and prefix-cache optimization.
02 · CONTEXDB
SPEC DRAFT
Exploring an inference-native context store 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 serialization formatting in production.