AWS rebuilds OpenSearch Serverless architecture to support AI agent workloads with zero-idle scaling
By
Frederic Lardinois
The kind of bagel that ruins lesser bagels for you.
Summary
AWS has launched a near-total rebuild of Amazon OpenSearch Serverless, redesigning its architecture to better handle AI agent workloads. The new version scales to zero when idle and can cut costs by up to 60% compared to provisioned clusters at peak capacity. The original serverless architecture was built for steady-state workloads, but AI agents operate in bursts with long idle periods, which broke the original design assumptions. Approximately 97% of the architecture has been rebuilt to accommodate these new usage patterns.
Key quotes
· 3 pulledAbout 97 percent of it has been built from scratch
The usage patterns of AI agents, which tend to come in bursts with long idle stretches, essentially broke the assumptions of the original serverless architecture
This next generation of Amazon OpenSearch Serverless scales to zero when idle and aims to cut costs by up to 60 percent compared with provisioned clusters running at peak capacity
You might also wanna read
Running a Lucene Search Engine in AWS Lambda: Technical Challenges and Performance Results
The article describes an experimental approach to running a real search engine in AWS Lambda functions, challenging the conventional wisdom
nixiesearch.substack.com·6mo ago
Building Scalable Agent Infrastructure: From AWS Lambda to Unikraft Micro-VMs
Browser Use shares their technical journey from running web agents on AWS Lambda to developing a more robust infrastructure using Unikraft m
How LLMs and AI agents are breaking the 20-year-old stateless compute architecture
The article argues that the foundational assumption of modern cloud-native architecture—that state lives in the database while compute is st
zknill.io·1mo ago
OpenClaw AI Assistant: Cloud Deployment with Zero Setup and 24/7 Availability
OpenClaw is a cloud-based AI assistant service that offers zero-setup deployment and 24/7 availability. The service allows users to deploy t
Product Hunt·3mo ago
OpenAI Signs $38 Billion AI Training Partnership with Amazon Web Services
OpenAI has entered into a $38 billion, seven-year partnership with Amazon Web Services to gain access to hundreds of thousands of Nvidia GPU
The Verge·7mo ago
Amazon Nova: AI Agent Platform on AWS for Building Reliable Agents
Amazon Nova is an AI agent platform on AWS that enables developers to build reliable AI agents. It represents a new generation of foundation
Product Hunt·6mo ago