Design a capability discovery model so agents can use new tools without becoming unstable.

Instruction: Describe how you would add new tools while keeping model behavior predictable.

Context: Assesses whether the candidate can design a practical architecture and explain the main tradeoffs. Describe how you would add new tools while keeping model behavior predictable.