Announcing new output formats in AWS CLI v2
Update your AWS CLI to version 2.34.0 to leverage the new structured error output and 'off' format, which will improve error handling and reduce sensitive information exposure.
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Update your AWS CLI to version 2.34.0 to leverage the new structured error output and 'off' format, which will improve error handling and reduce sensitive information exposure.
Update your Amazon RDS for PostgreSQL databases to the latest minor versions (18.3, 17.9, 16.13, 15.17, and 14.22) to address security vulnerabilities and incorporate bug fixes, minimizing operational risks and ensuring system stability.
Update your OpenSearch clusters to version 2.17 or later to leverage the new Cluster Insights for detecting shard imbalances and elevated resource utilization, and apply the provided mitigation recommendations to maintain cluster stability.
Update your Amazon RDS Custom for SQL Server instances to apply the latest GDR updates addressing CVE-2026-20803 using the Management Console, SDK or CLI.
Update your CloudWatch log centralization rules to utilize the new customizable destination log group structure, allowing for better organization and identification of logs across multiple accounts and regions.
Update your monitoring setup to include the new VifConnectionStatus and VifBgpSessionState metrics for Outposts racks in GovCloud regions to gain better visibility into VIF connectivity and BGP session states.
Update your backup plans to include Amazon Neptune clusters in the newly supported regions to ensure comprehensive data protection and recovery capabilities.
Deploy the open-source EKS Node Monitoring Agent to automate node-level issue detection and repair, reducing manual intervention and toil for cluster administrators.
How long would it take to update the Python runtime versions across 500 AWS Lambda functions running across an organizationโs cloud environment? For the two-person cloud team at Loyola Marymount University (LMU), it used to take two months to inventory, scan, remediate, test, validate, and push to production. Today, it takes just half a day [โฆ]
Organizations are rapidly adopting Apache Iceberg for their data lakes because it supports petabyte-scale growth and performance with the flexibility to evolve schemas and partitions without costly rewrites. Its architecture enables modern data lake management via features like time travel and incremental processing. However, managing Iceberg datasets efficiently can become a challenge over time as [โฆ]
Update your monitoring setup to include the lock contention diagnostics feature in CloudWatch Database Insights for Amazon RDS for PostgreSQL to streamline the troubleshooting process and reduce manual effort in diagnosing lock contention issues.
Introduction The media and entertainment industry is undergoing a fundamental shift toward cloud-based live production workflows. Broadcasters want to realize new avenues of revenue by unlocking global workflows, produce more content with fewer resources, and drive viewer engagement at scale. This shift reduces costs through decreased crew travel and capital expenses for production hardware that [โฆ]
In this post, we explain how we implemented multi-LoRA inference for Mixture of Experts (MoE) models in vLLM, describe the kernel-level optimizations we performed, and show you how you can benefit from this work. We use GPT-OSS 20B as our primary example throughout this post.
Update WorkSpaces Applications images to use a WorkSpaces Applications agent released on or after February 4, 2026, or Managed WorkSpaces Applications image updates released on or after February 18, 2026, to enable 4K resolution support.
Update your Amazon RDS for Oracle instances to the January 2026 Release Update and apply the Spatial Patch Bundle for version 19c to ensure security and optimal performance for spatial operations.
Update your brokers to ActiveMQ 5.19 to benefit from the latest improvements and fixes, and ensure your infrastructure is aligned with the latest secure patch versions managed by Amazon MQ.
Update existing implementations to Claude Sonnet 4.6 with minor prompting adjustments from Sonnet 4.5, ensuring smooth migration and taking advantage of its improved capabilities for agentic workflows and multi-step orchestration.
Update your DB clusters to Amazon Aurora MySQL 3.12 to leverage the latest security enhancements, bug fixes, and availability improvements, ensuring your systems are up-to-date and secure.
Update your PowerShell module installation process to AWS Tools Installer V2 to benefit from performance improvements, new features like offline installation support, and self-update commands, reducing the risk of breaking changes and module import conflicts.
Update your Backint agent and add the backup-storage VPCE to your VPC to enable AWS PrivateLink for SAP HANA backups, ensuring end-to-end private connectivity and meeting stringent security requirements for regulated workloads.
Update your Amazon DocumentDB clusters to engine version 5.0.0 and ensure you are running Engine Patch Version 3.0.17983 or later to take advantage of the new LTS features and critical patches.
Update your data integration workflows to utilize AWS Glue 5.1 in the newly supported regions, taking advantage of the upgraded core engines and enhanced security features to improve performance and data protection.
Update your IaC templates to accommodate the new 198-day validity period for ACM certificates, ensuring seamless renewal processes and compliance with updated security standards.
Government agencies are facing a cybersecurity challenge. Traditional security information and event management (SIEM) systems generate thousands of alerts on a daily basis, overwhelming security operations center (SOC) analysts who spend countless hours manually investigating incidents. Studies show that 70% of alerts turn out to be false positives. This reactive approach creates critical vulnerabilities: alert [โฆ]
Procurement teams increasing struggle with managing vendor selection and Request for Quotation (RFQ) processes effectively. Buyers spend significant time navigating multiple Enterprise Resource Planning systems and external data sources. They must consolidate supplier information, validate compliance requirements, and compare costs across vendors to identify the optimal option. This fragmentation causes delays, manual errors, and missed [โฆ]
Verisk, a catastrophe modeling SaaS provider serving insurance and reinsurance companies worldwide, cut processing time from hours to minutes-level aggregations while reducing storage costs by implementing a lakehouse architecture with Amazon Redshift and Apache Iceberg. If youโre managing billions of catastrophe modeling records across hurricanes, earthquakes, and wildfires, this approach eliminates the traditional compute-versus-cost trade-off by separating storage from processing power. In th
Update your Amazon RDS for PostgreSQL databases to the latest minor versions during scheduled maintenance windows to address security vulnerabilities and benefit from bug fixes and the new pg_stat_monitor extension for performance insights.
Update your Amazon RDS for SQL Server instances to CU23 using the Amazon RDS Management Console, AWS SDK, or CLI to apply the latest security patches and features.
Update your deployment processes to include partition and sort order definitions in the CreateTable API, ensuring you upgrade to the latest version of the AWS CLI and SDKs to leverage this new capability.
Update your Amazon RDS for MariaDB instances to the latest minor versions (10.6.25, 10.11.16, 11.4.10, and 11.8.6) to address security vulnerabilities and benefit from performance improvements and new features.
Update your.NET projects to version 4.0.17 of the AWS SDK for.NET to leverage the new multipart download capabilities, ensuring optimal configuration for your specific use case to maximize performance gains.
Update your monitoring and optimization processes to leverage the new Job Queue and Share Utilization Visibility, using the GetJobQueueSnapshot, ListJobs, and ListServiceJobs APIs to track resource consumption and scheduling behavior, aiming for a 20% reduction in toil related to resource management.
Update your payment processing infrastructure to integrate AWS Payment Cryptography, ensuring compliance with CB standards and reducing the operational burden of managing standalone HSMs.
Update your Aurora Global Database clusters to utilize the new managed minor version upgrade feature, available through the AWS Management Console, SDK, or CLI, to minimize downtime and eliminate manual upgrade processes across global clusters.
Configure the Connect assistant flow block in your Amazon Connect flows to enable AI-powered Task overviews and recommended next actions for agents, ensuring to review and potentially update existing flows to incorporate this new feature.
Migration assessments empower organizations to understand their on-premises infrastructure footprint and evaluate migration and modernization opportunities in the cloud. These assessments instill confidence in decision-makers and help organizations optimize their infrastructure, potentially reducing costs by up to 60% (Bain & Company, โRightsizing your way to the cloudโ). AWS Transform assessments help eliminate the guesswork in the [โฆ]
Enterprises are under increasing pressure to optimize software licensing costs, maintain vendor compliance, and make data-driven renewal decisions while managing fragmented license data across multiple Amazon Web Services (AWS) accounts and regions. Centralizing and governing this license data facilitates cost optimization, audit readiness, and strategic procurement planning. In this blog post, weโll show you how [โฆ]
Configure CloudWatch Alarm Mute Rules to temporarily silence notifications for up to 100 alarms during planned deployments, maintenance windows, and off-hours, reducing operational toil and alert noise without compromising monitoring.
Update the SageMaker Python SDK to versions v3.2.0 and v2.256.0 to resolve security issues related to exposed HMAC keys (CVE-2026-1777) and insecure TLS configurations (CVE-2026-1778), ensuring compliance with security best practices and protecting sensitive data in machine learning environments.
Update your Amazon RDS for MySQL instances to versions 8.0.45 and 8.4.8 to address security vulnerabilities and leverage performance enhancements, ensuring your databases are secure and optimized.
Configure AWS Resource Access Manager to share EC2 Capacity Blocks for ML across multiple accounts, ensuring different workloads can access reserved GPU capacity without additional costs.
Update EKS add-ons to utilize the new direct integration with EKS Pod Identities for simplified IAM permissions management, available through the EKS console, CLI, API, eksctl, and IaC tools like AWS CloudFormation, to reduce operational toil and enhance cluster management efficiency.
Update your monitoring scripts to utilize the new statusSummary field in the ListJobs API response to gain immediate visibility into the distribution of child job statuses without additional API calls.
Update your DynamoDB configurations to leverage cross-account replication for improved fault tolerance and security isolation, ensuring applications remain highly available even during account-level disruptions.
Integrate the new Amazon Connect testing APIs into your CI/CD pipelines to automate regression testing and validate contact center workflows at scale, reducing manual testing efforts and accelerating deployment cycles.
Deploy the new NVIDIA NIMs models on SageMaker JumpStart to integrate advanced AI capabilities into your biosciences and robotics pipelines, ensuring your workflows benefit from optimized inference microservices and enhanced model performance.
Configure the Approval Portal to integrate OTP verification for voting, ensuring approvers verify their actions with a one-time password sent to their registered email.
As organizations scale globally, balancing user experience with operational costs becomes increasingly complex. Integrating Amazon CloudFront with Application Load Balancer (ALB) addresses this challenge by reducing latency by serving content from over 750 edge locations worldwide and maintaining persistent TCP connections between CloudFront and ALB origins while reducing Data Transfer Out (DTO) expenses through the [โฆ]
As organizations scale their AWS environments, managing infrastructure consistently while enabling team autonomy becomes increasingly challenging. Landing Zone Accelerator on AWS (LZA) and AWS Account Factory for Terraform (AFT) both extend AWS Control Tower to help customers manage AWS environments at scale, offering complementary strengths. Many AWS customers struggle to balance centralized security governance with [โฆ]
For COOs, generative AI isn't just another technologyโit's a fundamental shift in how you lead and execute. The integration of Domo's agentic AI with Amazon Bedrock transforms operational workflows from reactive to predictive, automating decisions while surfacing insights that drive measurable outcomes. By embracing this framework, you're positioning your organization to lead with data-driven confidence and sustainable competitive advantage.
Securonix, a six-time Gartner Magic Quadrant Leader for SIEM, processes more than 78 million security events per second to help organizations reduce cybersecurity threats in near real time. Facing rising data volumes and an increasingly complex threat landscape, the company partnered with AWS Enterprise Support to modernize its infrastructure, migrating Spark processing workloads to Amazon EKS across 40+ clusters executing over 10,000 concurrent jobs. The transformation delivered impressive resu
Healthcare organizations face pressure to innovate rapidly while managing rising costs, addressing workforce shortages, and navigating complex regulatory requirements. At the same time, they must modernize legacy systems, improve patient outcomes, and enhance operational efficiencyโall while maintaining the highest standards of security and compliance. The traditional procurement process for healthcare technology has been a significant barrier to innovation. Lengthy contract negotiations, comple