AWS Compute Blog

Category: Application Services

Architecture diagram showing AWS Lambda invoking Amazon Bedrock using the InvokeModel API call.

Designing Serverless Integration Patterns for Large Language Models (LLMs)

This post is written by Josh Hart, Principal Solutions Architect and Thomas Moore, Senior Solutions Architect This post explores best practice integration patterns for using large language models (LLMs) in serverless applications. These approaches optimize performance, resource utilization, and resilience when incorporating generative AI capabilities into your serverless architecture. Overview of serverless, LLMs and example […]

Cross account access

Strengthening data security in AWS Step Functions with a customer-managed AWS KMS key

This post is written by Dhiraj Mahapatro, AWS Principal Specialist SA, Serverless. AWS Step Functions provides enhanced security with a customer-managed AWS KMS key. This allows organizations to maintain complete control over the encryption keys used to protect their data in Step Functions, ensuring that only allowed principals (IAM role, user, or a group) have access […]

Multi-Region architecture

Implementing multi-Region failover for Amazon API Gateway

This post is written by Marcos Ortiz, Principal AWS Solutions Architect and Khubyar Behramsha, Sr. AWS Solutions Architect. In this post, you learn how organizations can evolve from a single-Region architecture API Gateway to a multi-Region one, using a reliable failover mechanism without dependencies on AWS control plane operations. An AWS Well-Architected best practice is […]

Calendar

Serverless ICYMI Q2 2024

Welcome to the 26th edition of the AWS Serverless ICYMI (in case you missed it) quarterly recap. Every quarter, we share all the most recent product launches, feature enhancements, blog posts, webinars, live streams, and other interesting things that you might have missed! In case you missed our last ICYMI, check out what happened last […]

Getting started with TestState

Accelerating workflow development with the TestState API in AWS Step Functions

The TestState API helps developers to iterate faster, resolve issues efficiently, and deliver high-quality applications with greater confidence. By enabling developers to test individual states independently and integrating testing into their preferred development workflows, it simplifies the debugging process and reduces context switches.

2024 Q1 calendar

Serverless ICYMI Q1 2024

Welcome to the 25th edition of the AWS Serverless ICYMI (in case you missed it) quarterly recap. Every quarter, we share all the most recent product launches, feature enhancements, blog posts, webinars, live streams, and other interesting things that you might have missed! In case you missed our last ICYMI, check out what happened last […]

Building a serverless pipeline to deliver reliable messaging

This post is written by Jeff Harman, Senior Prototyping Architect, Vaibhav Shah, Senior Solutions Architect and Erik Olsen, Senior Technical Account Manager. Many industries are required to provide audit trails for decision and transactional systems. AI assisted decision making requires monitoring the full inputs to the decision system in near real time to prevent fraud, […]

AWS Serverless Java Container adapter

Re-platforming Java applications using the updated AWS Serverless Java Container

This post is written by Dennis Kieselhorst, Principal Solutions Architect. The combination of portability, efficiency, community, and breadth of features has made Java a popular choice for businesses to build their applications for over 25 years. The introduction of serverless functions, pioneered by AWS Lambda, changed what you need in a programming language and runtime […]