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#checkpoint-resume

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ai guide AI Agent 實戰

Advanced Harness Engineering Patterns: Tool Registry, Guard System, and Checkpoint-Resume

A Harness is more than just an LLM wrapper. Tool Registry manages dynamic tool loading and selection, Guard System establishes a four-layer defense network, and Checkpoint-Resume enables long-running tasks to survive interruptions. These three patterns form the critical infrastructure of production-grade Agent systems.