Best Claude prompts for Computer Network Architects

Given a network with 500 nodes, 2000 edges, and an average node degree of 8, analyze the topology and identify the top 5 nodes that, when removed, would result in the largest decrease in network connectivity, using metrics such as betweenness centrality and cluster coefficient, and provide a step-by-step plan to mitigate the impact of their removal, including the implementation of redundant links and backup servers.

Analyze the network logs and topology to identify the root cause of a recent 2-hour network outage that affected 30% of users, considering factors such as router configuration, firewall rules, and DNS resolution, and provide a detailed report including a timeline of events, a list of affected systems, and recommendations for preventing similar outages in the future, including code snippets for automated monitoring scripts.

Design a scalable network architecture for a cloud-based e-commerce platform that expects to handle 10,000 concurrent users, 500 requests per second, and 100 GB of data transfer per day, using a combination of load balancers, application delivery controllers, and software-defined networking, and provide a detailed diagram of the architecture, including IP addressing, subnetting, and routing protocols, as well as a cost estimate and implementation plan.

Perform a thorough code review and security audit of a network configuration script written in Python, using tools such as pylint and bandit, and identify potential security vulnerabilities, such as hardcoded passwords and insecure protocol usage, and provide a list of recommendations for improving the code quality and security, including refactored code snippets and explanations of the changes made.