NOW

What I'm focused on.

Last updated July 2026.

Writing

Working through systems questions in agentic coding and modern language-model architectures.

Building

Exploring tools that make model behaviour more legible, reliable, and useful in practice.

Reading

Architecture, evaluation, and the practical details that turn a promising model into a dependable system.