AWS Releases
Amazon Web Services releases and Terraform AWS provider. New features, breaking changes, security advisories and deprecations - each summarised in plain English and updated continuously.
Tracking 680 AWS releases · Updated
- AWS What's New aiinfraawsengineeraws-sagemaker ·
SageMaker HyperPod Adds Deep Health Checks for Slurm Clusters
Amazon SageMaker HyperPod now supports deep health checks for Slurm-orchestrated clusters using continuous provisioning. This feature allows proactive verification of GPU accelerator health on running instances, preventing wasted compute time and delayed workloads due to unhealthy nodes. It enables targeting specific instances or groups for stress and connectivity tests before committing resources, with results visible via SageMaker console and APIs. This enhancement is available in all regions where SageMaker HyperPod is offered.
feature - AWS What's New dataawsengineer ·
Amazon MSK Replicator adds support for external Kafka to MSK Standard brokers
Amazon MSK Replicator now supports replicating data from external Apache Kafka clusters to Amazon MSK Standard brokers, in addition to existing support for MSK Express. This enhancement allows for easier migration to MSK Standard, disaster recovery setups, and hybrid/multi-cloud data distribution for users managing external Kafka deployments. The feature is available in all regions where MSK Replicator is offered and enables replication using SASL/SCRAM or mTLS authentication.
feature - AWS What's New observabilityawsengineeraws-s3aws-lambdaaws-sqsaws-sns ·
Timestream for InfluxDB publishes database events to EventBridge
Amazon Timestream for InfluxDB now emits events to EventBridge for database state changes, including lifecycle operations, scaling, and maintenance. This allows customers to programmatically react to these events without API polling, enabling automation for DevOps, alerting for operations teams, and audit trails for compliance. The feature is available in all regions where Timestream for InfluxDB is offered.
feature announcement - AWS What's New aiawspreviewengineeraws-eks ·
AWS Neuron 2.31.0 enhances performance and adds EKS operator
AWS Neuron 2.31.0 introduces significant updates, including enhanced MX FP8 support and tensor layout transformations in NKI 0.5.0. A public beta of the Neuron UltraServer Operator for Amazon EKS aims to automate UltraServer workloads. These updates benefit engineers and architects working with AWS Trainium and Inferentia chips for AI/ML workloads, particularly those on EKS, by improving performance and simplifying configuration.
feature patch - AWS What's New aiawsengineeraws-sagemaker ·
SageMaker Feature Store adds batch writes and record listing
Amazon SageMaker Feature Store now supports batch writing records and listing existing records, streamlining high-throughput feature ingestion and discovery for AI models. Data scientists can ingest features at scale with fewer API calls and audit feature group contents more easily. These capabilities are available in all AWS Regions where SageMaker Feature Store is offered.
feature - AWS What's New networkingawsengineer ·
AWS Client VPN expands to four new regions
AWS Client VPN is now available in four additional regions: Canada West (Calgary), Mexico (Central), Asia Pacific (New Zealand), and Taipei. This expansion allows more customers to securely connect remote workers to AWS or on-premises resources without managing hardware VPNs. The service utilizes a pay-as-you-go model and offers centralized management and monitoring.
feature - AWS What's New aiinfraawsengineeraws-s3aws-sagemakeraws-bedrock ·
SageMaker Studio Workflows adds operators for Bedrock, S3, Glue, MWAA
Amazon SageMaker Unified Studio Workflows now integrates with Amazon Bedrock, S3 Tables, S3 Vectors, AWS Glue Data Catalog, and Amazon MWAA Serverless via 19 new operators. This allows users to orchestrate these AWS services visually within Studio Workflows without writing custom code, simplifying complex data and ML pipelines. This enhancement is available across all SageMaker Studio regions and benefits data workers and builders by reducing context switching.
feature - AWS What's New awsengineer ·
AWS Builder Center Sandbox Environments Now Available
AWS Builder Center now provides free, time-limited sandbox environments for eligible workshops, removing the need for personal AWS accounts or credit cards. This feature allows users to safely deploy resources and experiment without incurring charges. It is ideal for gaining practical AWS experience and is available for select workshops, with most environments ready within 15 minutes and accessible for 8 hours.
feature announcement - AWS What's New dataawsgaengineermediaaws-s3aws-lambdaaws-kinesisaws-redshift ·
Amazon Aurora DSQL Change Data Capture (CDC) Now Generally Available
Amazon Aurora DSQL Change Data Capture (CDC) is now generally available, allowing real-time streaming of database changes to Amazon Kinesis Data Streams. This feature simplifies event-driven architectures and data integration by automatically capturing insert, update, and delete operations with no infrastructure to manage. It's designed for zero impact on database performance and is available in all regions supporting Aurora DSQL, with free tier access available.
feature announcement - AWS What's New infraawsaws-redshift ·
Amazon Redshift RG instances now on trailing track
Amazon Redshift has introduced Graviton-based RG instances on its trailing track (P201), effective July 7, 2026. This expansion allows customers prioritizing production stability to leverage the performance and cost benefits of Graviton processors, offering up to 2.4x faster queries than RA3 instances at a reduced vCPU price. These new instance types, rg.4xlarge and rg.xlarge, can be provisioned or used for resizing clusters via the AWS Management Console, CLI, or SDKs.
feature announcement - AWS What's New governanceawsgaengineer ·
Amazon Connect adds forecasting and scheduling for Tasks and Emails
Amazon Connect now supports forecasting, capacity planning, and scheduling for Tasks and Emails, alongside existing Voice and Chat workloads. This enhancement allows for unified workforce optimization by accounting for the unique characteristics of each channel, such as concurrent handling and duration, enabling consistent service levels across all customer interactions. The feature is available in all AWS Regions where Connect agent scheduling is supported.
feature - AWS What's New securityawsazureengineer ·
AWS Security Hub adds Network Scanning for public resource reachability
AWS Security Hub has introduced Network Scanning to detect resources, including VMs and load balancers, that are reachable from the public internet. This new capability actively probes resources to confirm actual reachability, unlike previous configuration-based checks. The feature generates findings for each reachable port and service, correlating them with existing data to assess broader risk across AWS and Azure environments.
feature - AWS What's New infraawsengineer ·
AWS CodeBuild adds Amazon Linux 2023 support for build hosts
AWS CodeBuild now allows users to select Amazon Linux 2023 as the operating system for on-demand build hosts, alongside the existing Amazon Linux 2. This update offers an improved Linux kernel and libraries, enabling gradual adoption by allowing production projects to continue using their current kernel while new projects can be tested with Amazon Linux 2023. Host kernel selection is broadly available, with specific exceptions for AWS GovCloud and China Regions.
feature - Terraform AWS Provider Releases terraforminfraaws ·
Terraform AWS Provider v6.54.0 adds new resources and enhancements
Terraform AWS Provider version 6.54.0 introduces several new resources including data sources for Route 53 profiles and new list resources for AWS Bedrock Agent Core, CodePipeline, Lambda Function Scaling, Scheduler, SSO Admin, and Workspaces. Enhancements focus on adding support for resource identity, new arguments, and configurable timeouts across various AWS services. These updates benefit engineers and architects managing AWS infrastructure via Terraform, providing more granular control and extended functionality.
feature patch announcement - AWS What's New infraawsengineeraws-ec2 ·
Amazon EC2 High Memory U7i instances expand to Europe (Zurich)
Amazon EC2 High Memory U7i instances, featuring 12TB of DDR5 memory and powered by custom Intel Sapphire Rapids processors, are now available in the AWS Europe (Zurich) region. These instances are designed to enhance performance for memory-intensive workloads, such as SAP HANA and Oracle databases. This expansion benefits customers operating in the Zurich region who require significant in-memory processing capabilities.
feature - AWS What's New infraawsazureengineeraws-ec2 ·
AWS Systems Manager supports Azure VMs and simplifies hybrid pricing
AWS Systems Manager now allows management of Azure Virtual Machines without manual agent installation or per-instance fees through a new Cloud Connector. This integration unifies management for both AWS and Azure resources, enabling consistent use of Systems Manager features like Session Manager and Run Command. The Advanced Instances Tier has been eliminated, shifting to pay-as-you-go pricing for non-EC2 nodes starting September 30, 2026, reducing cost barriers for multicloud operations.
feature announcement patch - AWS What's New dataawsengineeraws-sagemaker ·
SageMaker Studio Integrates with Amazon Managed Workflows for Apache Airflow
Amazon SageMaker Unified Studio now allows users to connect existing Amazon Managed Workflows for Apache Airflow (MWAA) environments directly within Studio projects. This integration enables data engineers and platform teams to manage Airflow workflows alongside their ML and analytics tasks, avoiding costly reconfigurations. The feature is available in all SageMaker Studio regions and offers a visual authoring experience for Airflow 3+ environments.
feature - AWS What's New datainfraawsgaaws-s3 ·
Amazon S3 Express One Zone expands to AWS Europe (Frankfurt) Region
Amazon S3 Express One Zone, a high-performance storage class for frequently accessed data, is now available in the AWS Europe (Frankfurt) Region. This expansion offers up to 10x faster data access and 80% lower request costs compared to S3 Standard, benefiting latency-sensitive workloads like ML training and interactive analytics. It is now available in 8 AWS Regions.
feature announcement - AWS What's New infraawsengineer ·
Amazon GameLift Streams adds secure terminal access for troubleshooting
Amazon GameLift Streams now offers Stream Session Admin Shell, a secure terminal connection for real-time troubleshooting of live stream sessions. This feature allows inspection of logs, processes, and application state without managing SSH keys or credentials, providing access equivalent to the application's environment. It's available at no extra cost in all GameLift Streams regions and supports Linux, Proton, and Windows Server runtimes.
feature - AWS What's New dataawsengineerhealthcareaws-sagemakeraws-iam ·
SageMaker Studio adds data lineage for IAM-based domains
Amazon SageMaker Unified Studio now supports OpenLineage compatible data lineage for IAM-based domains, integrating with Spark jobs from EMR, Glue, and SageMaker Visual ETL. This allows for interactive lineage graphing and programmatic management of data movement, enhancing visibility for data engineers and ML practitioners. The feature is now available in all SageMaker Unified Studio regions and complements existing support for IAM Identity Center-based domains.
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About AWS release tracking on ReleaseBytes
AWS ships hundreds of service updates a month across EC2, Lambda, RDS, S3, EKS and the rest of the catalogue — far more than anyone can follow by reading the official What's New feed. ReleaseBytes ingests announcements from AWS's official release channels and the Terraform AWS provider changelog, summarises each one in plain English, and tags anything that is a breaking change, security advisory or deprecation so you can see at a glance whether it affects your workloads.
Frequently asked questions
How often are AWS release notes updated on ReleaseBytes? ›
Continuously. ReleaseBytes monitors the official AWS release channels around the clock and publishes a plain-English summary of each announcement shortly after it lands.
What kinds of AWS changes does ReleaseBytes track? ›
New features, enhancements, bug fixes, security advisories, breaking changes, deprecations and end-of-life announcements. Every item is tagged by type so you can filter to just the changes that need action.
How can I get alerts for new AWS releases? ›
Set up a free email or Slack alert filtered to AWS, subscribe to the weekly digest, or follow the RSS feed. Teams can also install the ReleaseBytes GitHub App or connect via MCP.
Where does the AWS release data come from? ›
From the official sources: Amazon Web Services releases and Terraform AWS provider. Every item links back to the original vendor announcement.