Product design question

Claude usage may increasingly be generated by agents rather than directly by humans. How would that change your design for account identity, spend authorization, rate limits, auditability, and pricing or packaging? Which changes are critical for v1 versus later?

Practice this question out loud. An AI interviewer asks it, follows up like a real interviewer would, and scores your answer. Type or speak.

What this question tests

Forward looking product design for machine driven usage, and the discipline to separate what changes are truly urgent from what can wait.

Reframe identity: an agent acting on a human's behalf needs its own identifiable credential scoped under the human or organization's account, not just a shared API key, so actions can be traced to the specific agent.
Redesign spend authorization to support pre approved limits set by the human, since an autonomous agent could otherwise run up usage faster than a human would notice.
Adjust rate limits to account for agent behavior patterns, likely bursty, high frequency calls, differently from typical human interactive usage, without simply raising limits uniformly.
Strengthen auditability so every agent action is logged with which agent, under whose authorization, and what task it was performing, since debugging and trust require tracing back to intent.
Reconsider pricing and packaging only where agent usage patterns break the current model, for example if per seat pricing no longer makes sense for a fleet of agents acting on one person's behalf.
Prioritize spend authorization limits and auditability as critical for v1, since those directly prevent financial and trust harm, and defer full pricing model redesign and advanced rate limit tuning to later.

Identifies spend authorization and auditability as the two changes that are truly urgent, since they prevent real harm, and defers pricing model redesign.
Gives agents their own traceable identity nested under the human, rather than treating agent usage as indistinguishable from human usage.
Explains why rate limits need agent aware logic instead of a uniform increase.
Shows judgment on what is v1 critical versus what can wait, rather than treating everything as equally urgent.

Treating this as primarily a pricing problem and missing the more urgent safety and control issues, spend authorization and auditability.
Proposing to redesign everything at once instead of prioritizing what prevents real harm first.

How would you prevent an agent from being used to circumvent a human's own rate limits?
What would change about your v1 if most agent usage turned out to be low risk and low cost?