Design an AI Agent for Tasks | Dataford Interview Questions

Your question is Design an AI Agent for Tasks. Take a moment with it on the right.

Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).

Problem

Design an AI agent that completes tasks the user describes to it.

Asked in the round 2: system design stage. Visible text was truncated by the points wall; the interviewer expected conventional internet-system solutions.

Describe an end-to-end design for an agent that interprets a user request, plans the necessary steps, calls approved tools or services, and returns a useful result. Explain how you would handle ambiguity, retries, authorization, hallucination, long-running tasks, and failures.

Address:

Requirements and assumptions.
Agent workflow and model choices.
Tool integration, state, and serving architecture.
Evaluation, monitoring, and feedback loops.
Safety, reliability, and cost tradeoffs.

Your question is Design an AI Agent for Tasks. Take a moment with it on the right.

Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).

Design an AI agent that completes tasks the user describes to it.

Asked in the round 2: system design stage. Visible text was truncated by the points wall; the interviewer expected conventional internet-system solutions.

Address:

Requirements and assumptions.
Agent workflow and model choices.
Tool integration, state, and serving architecture.
Evaluation, monitoring, and feedback loops.
Safety, reliability, and cost tradeoffs.