The 2026-07-28 spec deletes the session, so any state your tools keep has to move somewhere the model can see it
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Jul 10, 2026
An approval gate is the one checkpoint that stops an autonomous agent before it does something you can't undo
Jul 3, 2026
Outcomes gives a Managed Agent a separate grader that rereads the work against a rubric you write, and sends it back until it passes
Jun 26, 2026
Claude Managed Agents run on Anthropic's infrastructure, on a schedule, while your machine is asleep
Jun 19, 2026