News
Structured outputs on Amazon Bedrock: Schema-compliant AI responses
2+ hour, 44+ min ago (410+ words) Today, we're announcing structured outputs on Amazon Bedrock'a capability that fundamentally transforms how you can obtain validated JSON responses from foundation models through constrained decoding for schema compliance. For years, getting structured data from language models meant crafting detailed prompts,…...
Building fault-tolerant applications with AWS Lambda durable functions
6+ hour, 2+ min ago (348+ words) Use the'AWS Serverless Application Model (AWS SAM)'to create a new durable function with'sam init'with an AWS Quick Start Template. Lambda durable functions are also supported by the'AWS Cloud Development Kit (AWS CDK),'AWS Command Line Interface (AWS CLI),'AWS CloudFormation'and…...
Evaluate generative AI models with an Amazon Nova rubric-based LLM judge on Amazon SageMaker AI (Part 2)
6+ hour, 26+ min ago (1203+ words) In the post Evaluating generative AI models with Amazon Nova LLM-as-a-Judge on Amazon SageMaker AI, we introduced the Amazon Nova LLM-as-a-judge capability, which is a specialized evaluation model available through Amazon SageMaker AI that you can use to systematically measure…...
Modernize your applications using Amazon Bedrock AgentCore Gateway and Kiro powers
8+ hour, 16+ min ago (1346+ words) Note " My colleague Ryan Peterson presented an earlier version of this modernization pattern at re:Invent 2025. This blog post provides a more complete picture of the solution and incorporates newly available features such as Kiro powers. Many customers I talk…...
Transform CTEM with Zafran’s threat exposure management platform on AWS
14+ hour, 8+ min ago (677+ words) By: Len Gomes " AWS Partner Solutions Architect By: Sriram Mohan " AWS Cloud Architect By: Yonatan Zerahia " Zafran Director of Product By: Nick Fisher " Zafran VP of Marketing This post explores how Zafran's Threat Exposure Management Platform uses generative AI and…...
Bevar Ukraine: Empowering Ukrainian refugees with AI-powered support on AWS
1+ day, 1+ hour ago (495+ words) This is a guest post written by Bevar Ukraine, an AWS customer Bevar Ukraine is an independent, Danish, non-profit humanitarian organization that delivers social and legal support to displaced Ukrainians as well as providing humanitarian aid to Ukraine. It has…...
How Associa transforms document classification with the GenAI IDP Accelerator and Amazon Bedrock
1+ day, 2+ hour ago (719+ words) This is a guest post co-written with David Meredith and Josh Zacharias from Associa. This post discusses how Associa is using Amazon Bedrock to automatically classify their documents and to help enhance employee productivity. The GenAI IDP Accelerator is a…...
Reduce Mean Time to Resolution with an observability agent
1+ day, 3+ hour ago (632+ words) In this post, we present an observability agent using OpenSearch Service and Amazon Bedrock AgentCore that can help surface root cause and get insights faster, handle multiple query-correlation cycles, and ultimately reduce MTTR even further. The following diagram shows the…...
Amazon OpenSearch Ingestion 101: Set CloudWatch alarms for key metrics
1+ day, 3+ hour ago (737+ words) Amazon OpenSearch Ingestion is a fully managed, serverless data pipeline that simplifies the process of ingesting data into Amazon OpenSearch Service and OpenSearch Serverless collections. Some key concepts include: This end-to-end data ingestion service can help you collect, process, and…...
Optimize cost and automate security remediation with AMS Trusted Remediator
1+ day, 3+ hour ago (177+ words) This fundamental mismatch between recommendation volume and remediation capacity requires rethinking remediation as a systematic, automated process rather than manual tasks. The question isn't whether to automate remediation, but how quickly to implement automation before manual processes become unsustainable. Figure…...