How AI agents are changing cloud infrastructure requirements

Short summary

AI agents now comprise over half of web traffic and operate fundamentally differently than humans—they bypass edge caching and make real-time data demands. Legacy infrastructure built on predictable human patterns fails under agentic load, with databases becoming bottlenecks. Teams should decouple resources from code, adopt granular on-demand scaling, and test against production-identical environments to handle this traffic pattern.

• •AI agents now over 50% of web traffic, bypassing traditional caching mechanisms
• •Legacy infrastructure designed for human traffic patterns buckles under agentic load
• •Solutions: decouple resources, adopt on-demand scaling, test with production environments

Generated with AI, which can make mistakes.