AWS Lambda now supports four new Trusted Advisor checks to help customers optimize the cost, security, function runtime version and fault tolerance of their Lambda functions.  

Amazon Forecast uses machine learning (ML) to generate more accurate demand forecasts, without requiring any prior ML experience. Forecast brings the same technology used at Amazon.com to developers as a fully managed service, removing the need to manage resources or rebuild your systems.

When you generate data quality profiles on your datasets, DataBrew now publishes a visual dashboard on the AWS Glue DataBrew console with 40+ statistics and visualizations listed in a tabular format for easy comparison. Understanding data quality is key to the success of your analytics and machine learning projects. With this new capability in DataBrew, it’s easy to spot anomalies in data distributions, detect outliers, understand skews, and more for datasets varying from a few thousand rows to tens of millions of rows and varying file formats.  

CloudEndure Migration and CloudEndure Disaster Recovery, services offered by AWS, now allow you to migrate, replicate, and recover applications from any source directly into AWS Outposts or between AWS Outposts devices, leading to lower latencies, better performance, and reduced costs. Previously, replicated data had to be transferred to and stored in a public AWS Region before being copied into EBS volumes on the AWS Outposts device. This caused increased cutover and recovery times, as well as data residency issues.

Today, we are announcing first-class support for Kotlin in Amplify Android. Amplify Android is part of AWS Amplify, a set of libraries, tools, and services that help frontend web and mobile developers build secure, scalable, full-stack applications. Kotlin is a popular programming language commonly used by Android developers, among others.

AWS Security Hub has released 25 new controls for its Foundational Security Best Practice standard . These controls conduct fully automatic checks against security best practices for Amazon API Gateway (APIGateway.1), Amazon Cloudfront (CloudFront.1-4), Amazon DynamoDB (DynamoDB.1-3), Amazon Elastic Compute Cloud (EC2.9-10), Amazon Elastic File System (EFS.2), Amazon Elasticsearch Service (ES.2-3), Amazon RDS (RDS.9-10), Amazon Redshift (RedShift.1-3,6), Amazon Simple Notification System (SNS.1), AWS Elastic Load Balancing (ELB.3-6), and AWS Key Management Service (KMS.3). If you enabled the AWS Foundational Security Best Practices standard in an account and configured Security Hub to automatically enable new controls, the above new controls are enabled by default. Security Hub now supports 115 security controls to automatically check your security posture in AWS.

AWS Proton now supports tagging of AWS Proton resources and tag-based access control. AWS Proton also tags all provisioned resources automatically with identifiers. You can now group and control your AWS Proton resources using tags, and track down all AWS resources provisioned through AWS Proton, including their costs.  

AWS Proton has made two new fields, service_instance and service_instance_name, available as inputs for the Jinja parametrization of templates. Template writers can use these fields to name individual resources in the template without requiring additional inputs from developers.  

AWS Proton now allows you to define services that do not include pipelines, giving developer and platform teams flexibility in defining, provisioning, and deploying their services.  

AWS Elemental MediaLive now offers a Workflow Wizard to help you create a live streaming workflow in just a few minutes. The Workflow Wizard guides you through setting up a live streaming workflow using AWS Elemental MediaLive and other AWS services including AWS Elemental MediaStore, AWS Elemental MediaPackage, and Amazon CloudFront.