Answer: Design for automated recovery from failure.

## Explanation **Design for automated recovery from failure** is a core well-architected design principle in cloud computing because: - **Resilience**: Cloud applications should automatically detect failures and recover without manual intervention - **High Availability**: Automated recovery ensures minimal downtime and maintains service continuity - **Cloud Best Practice**: This aligns with AWS Well-Architected Framework's Reliability pillar - **Cost Efficiency**: Reduces the need for manual intervention and operational overhead **Why other options are incorrect:** - **Keep static data closer to compute resources**: While this can improve performance, it's not a fundamental design principle - **Provision resources for peak capacity**: This is actually an anti-pattern in cloud computing; you should provision for average usage and scale as needed - **Use tightly coupled components**: This creates dependencies that reduce flexibility and resilience, which contradicts cloud best practices

Author: Ritesh Yadav