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Avinash Sangle

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10:31
2026-05-27
dev.to
ai-agents

Claude Managed Agents Outcomes: Auto-Grading Agent Work

Anthropic launched Outcomes, a public-beta feature for Claude Managed Agents on May 6, 2026, that enables an agent to verify its own work against a rubric using a separate grader model. The system run…

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