# Autoresearch Learnings

Living document of what works, what doesn't, and how to approach kernel
fusion optimization effectively. The agent owns this file.

Re-read at the start of each loop iteration alongside `ideas.md` and
`experiment_log.md`. Update after meaningful experiments (especially
surprising results, both positive and negative). Keep concise and
actionable — per-experiment details belong in `experiment_log.md`.

## Methodology

(empty — agent populates)

## Patterns that worked

(empty — agent populates)

## Patterns that didn't work

(empty — agent populates)

## Tooling tips

(empty — agent populates)
