Our Thinking

Perspectives on AI, expertise, and why the hard problems matter most.

April 27, 2026 · William VanBuskirk

Sparse but Deep: why most RAG is noise

Last week we ran the same question through two retrieval shapes: Codex over a week of commits, myai over the artifact graph. Same input, very different outputs. Here's why we summarize before we search, and why it matters more the longer your agent runs.

ragarchitectureagentsretrievalthought-leadershipRead

Bring your hardest workflow.
We’ll work it through with you.

Every conversation starts with your problem, not our pitch. Book 30 minutes and we’ll explore whether myai fits.

Our Thinking

Sparse but Deep: why most RAG is noise

Bring your hardest workflow.We’ll work it through with you.

Bring your hardest workflow.
We’ll work it through with you.