New Claude Code features inlcude /loop a short-term automation with a three-day expiry; tasks stop when the session closes, limiting background repeats.

The guide explains two layers of Claude Code improvement, YAML activation tuning and output checks like word count and sentence rules.

Karpathy's 'autoresearch' agent did not improve its own code, but it points towards systems that could as well as towards way ...