We’re pleased to announce the availability of the latest sample security baseline from Landing Zone Accelerator on AWS (LZA)—the Universal Configuration. Developed from years of field experience with highly regulated customers including governments across the world, and in consultation with AWS Partners and industry experts, the Universal Configuration was built to help you implement security [...]

AWS Application Load Balancer is an HTTP request load balancer designed to provide scalability through load distribution and high availability through target health detection and unhealthy target isolation. Today, we are excited to introduce ALB Target Optimizer, a powerful new feature through which ALB delivers optimal concurrency to each target. In this post, we will [...]

Modern AI can write code, compose symphonies, and solve complex reasoning problems. So why is it still so hard to get them to reliably do what you want? Building reliable AI agents that consistently perform complex tasks remains challenging. While modern language models excel at reasoning and problem-solving, translating that capability into predictable workflows often [...]

Amazon RDS for SQL Server has enhanced SQL Server 2022 Web Edition by introducing high availability through block-level replication in Multi-AZ deployments. With this release, you can quickly set up and maintain highly available databases while significantly reducing operational overhead. In this post, we discuss the benefits of block-level replication and how to get started. For more information, see Licensing Microsoft SQL Server on Amazon RDS.

Today, AWS announces the launch of AWS Cloud WAN Routing Policy, a new capability that gives customers greater control over how traffic is routed across their global networks. With this feature, customers can implement sophisticated routing controls for optimizing network performance and build more resilient hybrid architectures using AWS Cloud WAN. This post is the [...]

Overview AWS NAT Gateway is a fully managed, highly available, and horizontally scalable Network Address Translation (NAT) service that enables resources in private subnets to initiate outbound connections to destinations outside their subnet using the NAT Gateway’s IP address. These destinations can include resources in the same VPC, different VPCs, the internet, or your on-premises [...]

Running a successful multiplayer game means constantly balancing performance, scale, and player experience. As your player base grows, new challenges emerge. The causes could be any one of a variety of different problems. Perhaps it’s something in your server code. There could be a memory leak, inefficient logic, or a bug that only surfaces under [...]

Transfer across AWS Cloud partitions. Different identity planes. Long-lived IAM user credentials. As an enterprise customer, you might need to bring together security, operational, and compliance data from multiple AWS partitions. Creating a holistic view of these types of data is critical to support operations and applications but understanding how to accomplish this while maintaining [...]

AWS announced AWS Site-to-Site Concentrator, a new feature that simplifies multi-site connectivity for distributed enterprises. If you’re managing distributed enterprises with numerous remote sites, such as retail stores, restaurant chains, hotels, or healthcare facilities, VPN Concentrator offers a streamlined approach to multi-site connectivity. In this post, We will walk through the key use cases for [...]

In this post, we demonstrate how to monitor network performance for Amazon EKS workloads using new advanced network observability features powered by Network Flow Monitor. We explore how to capture Kubernetes-enriched network metrics, export them to AWS Managed Open-Source services like Amazon Managed Service for Prometheus and Amazon Managed Grafana, and visualize critical performance indicators including throughput, packet drops, latency, and connection states across your containerized services.

Amazon SageMaker Catalog now supports metadata enforcement rules for glossary terms classification (tagging) at the asset level. With this capability, administrators can require that assets include specific business terms or classifications. Data producers must apply required glossary terms or classifications before an asset can be published. In this post, we show how to enforce business glossary classification rules in SageMaker Catalog.

Amazon SageMaker Catalog now supports custom metadata forms and rich text descriptions at the column level, extending existing curation capabilities for business names, descriptions, and glossary term classifications. Column-level context is essential for understanding and trusting data. This release helps organizations improve data discoverability, collaboration, and governance by letting metadata stewards document columns using structured and formatted information that aligns with internal standards. In this post, we show how to enhance data discovery in SageMaker Catalog with custom metadata forms and rich text documentation at the schema level.

This blog post was co-authored by Markus Brunnschneider, Head of Game and Tactical Analysis, Squad Planning and Scouting, International Football Institute. Traditional football clubs generate vast amounts of player data but often struggle to transform it into competitive advantages. Holstein Kiel solved this challenge by implementing an AI-powered scouting platform using OpenAI models on Amazon [...]

This blog post has explores how MSD is harnessing the power of generative AI and databases to optimize and transform its manufacturing deviation management process. By creating an accurate and multifaceted knowledge base of past events, deviations, and findings, the company aims to significantly reduce the time and effort required for each new case while maintaining the highest standards of quality and compliance.

Introduction: The evolving landscape of customer experience Whether booking a flight, checking a bank balance, or chatting with a retail brand’s support bot, today’s customers expect every interaction to be fast, error-free, and available on demand, without hiccups. Even a single delay, defect, or outage can send them away in search of a competitor who [...]

In this blog post, we show you how agentic workflows can accelerate the processing and interpretation of genomics pipelines at scale with a natural language interface. We demonstrate a comprehensive genomic variant interpreter agent that combines automated data processing with intelligent analysis to address the entire workflow from raw VCF file ingestion to conversational query interfaces.

Amazon DynamoDB has announced support for up to 8 attributes in composite keys for Global Secondary Indexes (GSIs). Now, you can specify up to four partition keys and four sort keys to identify items as part of a GSI, allowing you to query data at scale across multiple dimensions. In this post we show you how to design similar data models more efficiently using Global Secondary Indexes with the additional attribute support in composite keys and provide examples of DynamoDB data models with reduced complexity.

Our team at Amazon builds Rufus, an AI-powered shopping assistant which delivers intelligent, conversational experiences to delight our customers. More than 250 million customers have used Rufus this year. Monthly users are up 140% YoY and interactions are up 210% YoY. Additionally, customers that use Rufus during a shopping journey are 60% more likely to [...]

Today, AWS is announcing tenant isolation for AWS Lambda, enabling you to process function invocations in separate execution environments for each end-user or tenant invoking your Lambda function. This capability simplifies building secure multi-tenant SaaS applications by managing tenant-level compute environment isolation and request routing, allowing you to focus on core business logic rather than implementing tenant-aware compute environment isolation.

Today, we’re introducing the Amazon DynamoDB Data Model Validation Tool, a new component of the MCP server that closes the loop between generation, evaluation, and execution. The validation tool automatically tests generated data models against Amazon DynamoDB local, refining them iteratively until every access pattern behaves as intended.

Certificates and the hierarchy of trust they create are the backbone of a secure infrastructure. AWS Private Certificate Authority is a highly available certificate authority (CA) that you can use to create private CA hierarchies, secure your applications and devices with private certificates, and manage certificate lifecycles. A certificate revocation list (CRL) is a file [...]

This post introduces the Cloudwick proprietary data platform Amorphic, highlights the AWS services that power it, and shows how public sector agencies are using it to simplify operations, reduce costs, and improve public service delivery.

Whether you’re an AdTech innovator, agency executive, MarTech builder, or data scientist, Amazon Web Services (AWS) re:Invent 2025 brings an unprecedented opportunity to explore the transformative power of cloud-powered advertising and marketing technology (AMT). Join us at re:Invent 2025 in Las Vegas (December 1-5) to immerse yourself in a world of knowledge, inspiration, and networking [...]

Introduction Migrating VMware workloads to the cloud presents numerous challenges for organizations. From maintaining application dependencies and preserving IP addresses to managing downtime windows and ensuring consistent performance, the complexity of these migrations can often slow down cloud adoption initiatives. Network reconfigurations, application testing, and maintaining business continuity throughout the migration process add additional layers [...]

In the world of modern medicine, pathology delivers the definitive diagnoses that guide critical treatment decisions. For over a century, pathologists have peered through microscopes at glass slides—a method that, while effective, has remained largely unchanged despite technological advances elsewhere in healthcare. Today, a powerful transformation is underway. Digital pathology converts traditional glass slides into [...]