<section class="blog-post-content lb-rtxt"><table id="amazon-polly-audio-table"><tbody><tr><td id="amazon-polly-audio-tab"><p></p></td></tr></tbody></table><p>To be honest, I’m still recovering from the <a href="https://aws.amazon.com/events/summits/new-york/">AWS Summit in New York</a>, doing my best to level up on launches like <a href="https://aws.amazon.com/bedrock/agentcore/">Amazon Bedrock AgentCore (Preview)</a> and <a href="https://aws.amazon.com/s3/features/vectors/">Amazon Simple Storage Service (S3) Vectors</a>. There’s a lot of new stuff to learn!</p><p>Meanwhile, it’s been an exciting week for AWS builders focused on reliability and observability. The standout announcement has to be <a href="https://aws.amazon.com/sqs/">Amazon Simple Queue Service (Amazon SQS)</a> fair queues, which tackles one of the most persistent challenges in multi-tenant architectures: the “noisy neighbor” problem. If you’ve ever dealt with one tenant’s message processing overwhelming shared infrastructure and affecting other tenants, you’ll appreciate how this feature enables more balanced message distribution across your applications.</p><p>On the AI front, we’re also seeing AWS continue to enhance our observability capabilities with the preview launch of <a href="https://aws.amazon.com/cloudwatch/">Amazon CloudWatch</a> generative AI observability. This brings AI-powered insights directly into your monitoring workflows, helping you understand infrastructure and application performance patterns in new ways. And for those managing <a href="https://aws.amazon.com/connect/">Amazon Connect</a> environments, the addition of <a href="https://aws.amazon.com/cloudformation/support">AWS CloudFormation</a> for message template attachments makes it easier to programmatically deploy and manage email campaign assets across different environments.</p><p><strong>Last week’s launches</strong></p><ul><li><a href="https://aws.amazon.com/blogs/compute/building-resilient-multi-tenant-systems-with-amazon-sqs-fair-queues/">Amazon SQS Fair Queues</a> — AWS launched Amazon SQS fair queues to help mitigate the “noisy neighbor” problem in multi-tenant systems, enabling more balanced message processing and improved application resilience across shared infrastructure.</li><li><a href="https://aws.amazon.com/blogs/mt/launching-amazon-cloudwatch-generative-ai-observability-preview/">Amazon CloudWatch Generative AI Observability (Preview)</a> — AWS launched a preview of Amazon CloudWatch generative AI observability, enabling users to gain AI-powered insights into their cloud infrastructure and application performance through advanced monitoring and analysis capabilities.</li><li><a href="https://aws.amazon.com/about-aws/whats-new/2025/07/amazon-connect-aws-cloudformation-message-template-attachments/">Amazon Connect CloudFormation Support for Message Template Attachments</a> —AWS has expanded the capabilities of Amazon Connect by introducing support for AWS CloudFormation for Outbound Campaign message template attachments, enabling customers to programmatically manage and deploy email campaign attachments across different environments.</li><li><a href="https://aws.amazon.com/about-aws/whats-new/2025/07/amazon-connect-forecast-editing/">Amazon Connect Forecast Editing</a> — Amazon Connect introduces a new forecast editing UI that allows contact center planners to quickly adjust forecasts by percentage or exact values across specific date ranges, queues, and channels for more responsive workforce planning.</li><li><a href="https://aws.amazon.com/about-aws/whats-new/2025/07/bloom-filter-amazon-elasticache/">Bloom Filters for Amazon ElastiCache</a> — Amazon ElastiCache now supports Bloom filters in version 8.1 for Valkey, offering a space-efficient way to quickly check if an item is in a set with over 98% memory efficiency compared to traditional sets.</li><li><a href="https://aws.amazon.com/about-aws/whats-new/2025/07/amazon-ec2-skip-os-shutdown-option-during-stop-terminate/">Amazon EC2 Skip OS Shutdown Option</a> — AWS has introduced a new option for Amazon EC2 that allows customers to skip the graceful operating system shutdown when stopping or terminating instances, enabling faster application recovery and instance state transitions.</li><li><a href="https://aws.amazon.com/about-aws/whats-new/2025/07/aws-healthomics-third-party-git-repository-workflow-creation/">AWS HealthOmics Git Repository Integration</a> — AWS HealthOmics now supports direct Git repository integration for workflow creation, allowing researchers to seamlessly pull workflow definitions from GitHub, GitLab, and Bitbucket repositories while enabling version control and reproducibility.</li><li><a href="https://aws.amazon.com/about-aws/whats-new/2025/07/aws-organization-tag-policies-wildcard-statement/">AWS Organizations Tag Policies Wildcard Support</a> — AWS Organizations now supports a wildcard statement (ALL_SUPPORTED) in Tag Policies, allowing users to apply tagging rules to all supported resource types for a given AWS service in a single line, simplifying policy creation and reducing complexity.</li></ul><p><strong>Blogs of note</strong></p><p><a href="https://aws.amazon.com/blogs/security/beyond-iam-access-keys-modern-authentication-approaches-for-aws/">Beyond IAM Access Keys: Modern Authentication Approaches</a> — AWS recommends moving beyond traditional IAM access keys to more secure authentication methods, reducing risks of credential exposure and unauthorized access by leveraging modern, more robust approaches to identity management.</p><p><strong>Upcoming AWS events</strong></p><p><a href="https://reinvent.awsevents.com/">AWS re:Invent 2025</a> (December 1-5, 2025, Las Vegas) — AWS’s flagship annual conference offering collaborative innovation through peer-to-peer learning, expert-led discussions, and invaluable networking opportunities.</p><p><a href="https://aws.amazon.com/events/summits/?trk=c4ea046f-18ad-4d23-a1ac-cdd1267f942c&amp;sc_channel=el">AWS Summits</a> — Join free online and in-person events that bring the cloud computing community together to connect, collaborate, and learn about AWS. Register in your nearest city: <a href="https://aws.amazon.com/es/events/summits/mexico-city/?trk=c4ea046f-18ad-4d23-a1ac-cdd1267f942c&amp;sc_channel=el">Mexico City</a> (August 6) and <a href="https://aws.amazon.com/id/events/summits/jakarta/?trk=c4ea046f-18ad-4d23-a1ac-cdd1267f942c&amp;sc_channel=el">Jakarta</a> (August 7).</p><p><a href="https://aws.amazon.com/events/community-day/?trk=c4ea046f-18ad-4d23-a1ac-cdd1267f942c&amp;sc_channel=el">AWS Community Days</a> — Join community-led conferences that feature technical discussions, workshops, and hands-on labs led by expert AWS users and industry leaders from around the world: <a href="https://www.awsugsg.dev/">Singapore</a> (August 2), <a href="https://awscommunitydayaus.com/">Australia</a> (August 15), <a href="https://awscommunityadria.com/">Adria</a> (September 5), <a href="https://awsbaltic.eu/">Baltic</a> (September 10), and <a href="https://aws-community-day.nz/">Aotearoa</a> (September 18).</p></section><aside id="Comments" class="blog-comments"><div data-lb-comp="aws-blog:cosmic-comments" data-env="prod" data-content-id="6432254d-a56f-445d-87c7-991863fa8cda" data-title="AWS Weekly Roundup: SQS fair queues, CloudWatch generative AI observability, and more (July 28, 2025)" data-url="https://aws.amazon.com/blogs/aws/aws-weekly-roundup-sqs-fair-queues-cloudwatch-generative-ai-observability-and-more-july-28-2025/"><p data-failed-message="Comments cannot be loaded… Please refresh and try again.">Loading comments…</p></div></aside>
