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Technical explanation

Separate agent state from the work it runs

Anthropic describes separating the session, agent harness, and execution environment so each can recover independently.

Illustration from Anthropic’s Managed Agents article

Why it matters

If you are building a long-running agent, review failure recovery and how you persist its session.

Who said it

Lance MartinLance Martin · Gabe CemajGabe Cemaj · Michael CohenMichael Cohen

Company-authored technical explanation. Its reported results are not an independent benchmark.

Evidence

Primary source checked · Read the original

Published Apr 8, 2026. Reviewed Sep 17, 2026. Review dates do not make older statements new.

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If you are building a long-running agent, review failure recovery and how you persist its session.

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Anthropic - publisher preview

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Included with paid Claude plans; API billing is separate

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