Two changes to Claude Managed Agents: memory in self-hosted sandboxes, and limits on what an agent is allowed to search and read.
Running a managed agent on your own infrastructure without losing what it learned between runs.
An agent needs to carry context forward, or it should only reach sources you approve.
Teams running Claude Managed Agents under compliance or data-boundary requirements.
Pick a topic and leave with something you created.
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