On the other hand, perhaps it didn't get confused and the tool actually provided enough information for the agent to detect a bug. This would be validating the context engineering design, we want to create a feedback loop where the agent can act, reason, react.

#AI

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Test driven development is incredibly important, but it's only one layer of defense. When you design a tool to be directly usable by an agent, you've essentially exposed another layer of quality assurance.

By having it execute a workflow for me, it's performing a second job of refining the codebase (under my direction).

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