Research

Production RAG quality is mostly evaluation and data/state work—not model swaps. Read more.

Document agents need persistent world state, not just retrieved observations. Read more.

Reflecting on Microsoft SkillOpt: is editing skill.md real skill learning or prompt optimization? Read more.

Applying Agent = Model + Harness to RAG failures rooted in ingestion and structure loss. Read more.