Anthropic
S09
HardPremiumDesign an Agent Evaluation & Guardrail Platform
Design a platform that grades agents before and after release and stops unsafe actions inside each request, without blocking the users it is meant to protect.
EvaluationGuardrailspass^kRelease GatesObservabilityLLM-as-Judge
Key Requirements
- Guards at input, tool call and output inside a latency budget
- A fail policy per action, decided in advance
- A release gate on a fixed suite, run k times, compared pair by pair
- Sampled judging of live runs with a calibrated judge
- Confirmed failures become new test cases
Interviewer Follow-ups
- Q1How do you handle guardrail false positives blocking legitimate actions?
- Q2How do you A/B test a new guardrail without risking safety?
- Q3How do you measure if guardrails are improving agent quality?
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