Design a tool schema strategy for a growing AI platform.

Instruction: Explain how you would keep tool contracts stable as the number of integrations grows.

Context: Assesses whether the candidate can design a practical architecture and explain the main tradeoffs. Explain how you would keep tool contracts stable as the number of integrations grows.

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I would define schema conventions early: naming, argument style, result shape, error semantics, and versioning rules. As the platform grows, consistency becomes a reliability feature for both models and engineers.

I would also prefer task-bounded schemas over generic ones. Broad schemas feel reusable at first, but they usually...

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