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Anthropic
S09
HardPremiumDesign an Agent Evaluation & Guardrail Platform
Design a platform that continuously evaluates AI agents in production and prevents them from taking unsafe actions.
EvaluationGuardrailsObservabilityRed-teamingCI/CDTracing
Key Requirements
- Real-time guardrails with minimal latency overhead
- Offline evaluation pipelines for regression detection
- Human-in-the-loop escalation for edge cases
- A/B testing framework for new guardrail rules
- Dashboard for monitoring agent quality over time
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?