The Self-Grading Pattern: How Agents Verify Their Own Work Before Shipping

Last weekend I migrated a production Claude skill onto Anthropic's Managed Agents platform and discovered something that reframed how I think about agent quality control. The self-grading pattern — where a separate grader model evaluates the writer's output against a rubric before it ships — is not a feature of any specific framework. It is a design pattern that works everywhere.

Continue reading the full article on WowHow →

Originally published at https://wowhow.cloud/blogs/self-grading-pattern-agent-rubric-verification-design-pattern-2026

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