🤖 Anthropic agents now self-improve during idle time

Anthropic launched a new feature called dreaming in its research preview. It activates when agents are idle between sessions, letting them analyze past interactions to spot repeated errors, user preferences, and workflows.

The agent updates its memory by adding effective patterns and rules based on this analysis. Users can choose automatic updates or require manual approval.

This should improve agent performance and reduce resource use by keeping memory compact. The feature is currently limited to Claude Managed Agents.

📊@tech