Technical Questions — Claude CCA-F

A cybersecurity firm deploys multiple AI agents: • one performs threat intelligence searches, • one analyzes endpoint logs, • and another prioritizes incident severity. The security team notices that

Q96. An autonomous coding agent repeatedly edits production systems incorrectly. What is the BEST mitigation?

Which API design improves reliability?

What is Machine Learning (ML)?

A customer-service workflow requires different session permissions for customers, supervisors, and administrators. What is the MOST secure design?

Q72. A/B testing in AI systems compares:

Q80. Benchmark datasets are used to:

Q19. Why are system prompts important?

An enterprise wants to ensure every generated code snippet passes security linting before delivery. Which architecture is MOST appropriate?

A cybersecurity team wants to prevent unauthorized external MCP server registration. Which safeguard is BEST?