The internet is being rebuilt for machines Cloud infrastructure is being redesigned to accommodate the unique traffic patterns of AI agents, which differ significantly from human activity. AWS has launched a new generation of OpenSearch Serverless, specifically built to handle agentic workloads by instantly scaling compute resources up and down, even to zero when idle. This shift reflects a broader industry trend as companies like Google, Databricks, Snowflake, Microsoft, and Cloudflare adapt their systems to a future where machine-generated traffic is expected to surpass human traffic.

• Cloud infrastructure, traditionally designed for human users, is being re-engineered for AI agents.
• AWS launched OpenSearch Serverless, a search and vector database designed for agentic workloads that scales instantly and can scale down to zero when idle.
• AI agents generate different traffic patterns than humans, with rapid bursts and sudden idleness, requiring more adaptable infrastructure.
• Machine-generated traffic, including AI bots, is already significant and projected to exceed human traffic by early 2027.
• The new AWS OpenSearch Serverless decouples compute from storage, allowing for rapid scaling and eliminating charges for idle compute.
• Other tech companies like Google, Databricks, Snowflake, Microsoft, and Cloudflare are also adapting their infrastructure to support AI agents.
• The redesign of infrastructure for machine workloads could make AI agents cheaper and easier to deploy at scale. Continue reading https://foxvector.com/articles/e226d66d-c23f-4130-bb47-70b69e29add7