Jackson Walker

Projects, notes, and some leftovers.

I work on context engineering and agentic LLM systems.

Current work

LLM systems are only interesting once they have to operate inside real workflows.

Most of my attention goes to retrieval, orchestration, evaluation, controls, and the parts that make the model usable.