Jamie's Blog

The curious developer's ODYSSEY, Exploring the Universe of TECH, CODE & AI.

The Self-Declaration Principle: Why Handoffs Only Works When Agents Know Their Own Edges

Self-declaration is not an optional enhancement to Handoffs — it's what makes Handoffs a coherent pattern. A conversation with Claude uncovered the design principle that every multi-agent framework tutorial quietly skips.

Posted by Jamie Zhang on Wednesday, July 8, 2026

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Senior Software Engineer, Open source enthusiast, PMP, Scrum master

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