Amazon Web Services (AWS)

Amazon Relational Database Service (Amazon RDS) for MySQL now supports MySQL minor versions 8.0.42 and 8.4.5, the latest minors released by the MySQL community. We recommend upgrading to the newer minor versions to fix known security vulnerabilities in prior versions of MySQL and to benefit from bug fixes, performance improvements, and new functionality added by the MySQL community. Learn more about the enhancements in RDS for MySQL 8.0.42 and 8.4.5 in the Amazon RDS user guide. You can leverage automatic minor version upgrades to automatically upgrade your databases to more recent minor versions during scheduled maintenance windows. You can also leverage Amazon RDS Ma…

Today, Amazon CloudWatch launched volume tiered pricing for AWS Lambda logs and support for additional delivery destinations. The new tiered pricing is effective immediately on Lambda function logs, requiring no code or configuration changes. For example in US East (N. Virginia), Lambda logs to CloudWatch pricing starts at $0.50 per GB tiering down to $0.05 per GB. Additionally, CloudWatch now supports Amazon S3 and Amazon Data Firehose as Lambda log delivery destinations. These new destinations provide additional flexibility in Lambda log management, and are also available at volume tiered pricing. Again in US East (N. Virginia), pricing starts at $0.25 per GB tiering…

AWS Launch Wizard now supports deployment of multi-node SAP NetWeaver applications on SAP ASE database, allowing you to deploy multiple applications servers at the time of deployment. With this deployment pattern, you deploy SAP application and ASE database components on different EC2 instances to meet your application performance requirements. This launch expands on existing Launch Wizard capability that allows you to automate deployment of SAP systems on SAP ASE database in single-node pattern. AWS Launch Wizard offers a guided way of sizing, configuring, deploying, and scaling AWS resources for third party applications, such as Microsoft SQL Server and SAP systems, …

AWS HealthImaging announces two enhancements that make it easier to manage diverse medical imaging data in the cloud. First, HealthImaging now supports video data, encoded per the DICOM standard. With this launch, video data can be stored in a HealthImaging data store, alongside still image data. The service supports the DICOM video formats: MPEG2, MPEG-4 AVC/H.264, HEVC/H.265, corresponding to DICOM transfer syntax UIDs 1.2.840.10008.1.2.4.100 through 1.2.840.10008.1.2.4.108. This data can be retrieved as DICOM instances (.dcm files) and directly as video objects. For more information, see the documentation. Second, HealthImaging has added support for retrieving lo…

Amazon Aurora now supports PostgreSQL major version 17 (17.4). This release contains product improvements and bug fixes from the PostgreSQL community along with Aurora- specific feature improvements such as enhanced memory management, faster storage metadata initialization during failovers, and optimized write-heavy workloads on new Graviton 4 high-end instances. This release also includes new features for Babelfish, Aurora-specific security fixes, and updates to key extensions including pgvector 0.8.0 and postgis 3.5.1. Please refer to the PostgreSQL community announcement and Amazon Aurora PostgreSQL updates for more details about the release. To use the new version,…

Today, Amazon Q Developer announces a new agentic coding experience within the IDE that transforms how you build software. The new experience redefines how you write, modify, and maintain code by leveraging natural language understanding to seamlessly execute complex workflows. The new coding experience provides intelligent task execution, enabling Q Developer to perform actions beyond code suggestions, such as modifying files, generating code diffs, and running commands based on your natural language instructions. Additionally, it offers transparent reasoning, allowing you to follow Q Developer's thought process as it interprets your requirements and makes code change…

Amazon Neptune Database now supports Graviton3-based R7g and Graviton4-based R8g database instances for Amazon Neptune engine versions 1.4.5 or above, and priced -16% vs R6g. Graviton3-based R7g are the first AWS database instances to feature the latest DDR5 memory, which provides 50% more memory bandwidth compared to DDR4, enabling high-speed access to data in memory. R7g database instances offer up to 30Gbps enhanced networking bandwidth and up to 20 Gbps of bandwidth to the Amazon Elastic Block Store (Amazon EBS). Graviton4-based R8g instances offer larger instance sizes, up to 48xlarge and features an 8:1 ratio of memory to vCPU, and the latest DDR5 memory. R7g …

Starting today, you can use Amazon Route 53 Resolver DNS Firewall and DNS Firewall Advanced in the Asia Pacific (Thailand) and Mexico (Central) Regions, to govern and filter outbound DNS traffic for your Amazon Virtual Private Cloud (VPC). Route 53 Resolver DNS Firewall is a managed service that enables you to block DNS queries made for domains identified as low-reputation or suspected to be malicious, and to allow queries for trusted domains. In addition, Route 53 Resolver DNS Firewall Advanced is a capability of DNS Firewall that allows you to detect and block DNS traffic associated with Domain Generation Algorithms (DGA) and DNS Tunneling threats. DNS Firewall can b…

Today, AWS announced managed support for Energy Data Insights (EDI) on AWS - delivered through AWS Managed Service (AMS), which enables energy customers to easily deploy, manage, and operate their subsurface data management platform on AWS, in compliance with the (OSDU®) standard. Now, you can automatically deploy EDI on AWS and accelerate your data ingestion from weeks to hours, and intelligently process and organize your subsurface data with minimal manual effort. AWS extends your team with operational capabilities, allowing you to focus on innovation and accelerating time to value with your subsurface data. With AWS-provided managed support, EDI on AWS removes the un…

Amazon Q Developer in chat applications now supports AWS Systems Manager just-in-time node access approvals from Microsoft Teams and Slack. AWS customers can now monitor node access requests and approvals from chat channels to enhance security posture and meet compliance requirements. The Just-in-time node access provides customers policy-based time-bound access to nodes and helps them comply with zero-standing privileges operations model. This launch provides a seamless integration for managing Just-in-time access request approvals in chat applications. When configuring Just-in-time approval policies, customers can designate Amazon SNS topics associated with Amazon…

Model Distillation is the process of transferring knowledge from a more capable model (teacher) to a less capable one (student) with the goal to make the faster and cost-efficient student model as performant as the teacher for a specific use-case. With general availability, we now add support for the following new models: Amazon Nova Premier (teacher) and Nova Pro (student), Claude 3.5 Sonnet v2 (teacher), Llama 3.3 70B (teacher) and Llama 3.2 1B/3B (student). Amazon Bedrock Model Distillation now enables smaller models to accurately predict function calling for Agents use cases while helping to deliver substantially faster response times and lower operational costs. Dist…

Amazon Connect outbound campaigns now offers reporting on recipients and campaign executions along with additional metrics for tracking progress and troubleshooting issues. These capabilities are available in the Contact Lens dashboards and allow you to easily monitor campaign engagement by tracking total outreach against the total number of recipients targeted. You can drill down into your campaign and examine performance data for each campaign execution - for example, if you run a campaign every week for a month, you can drill down to view campaign performance for each week. You can also identify and resolve any delivery issues against each campaign - for example, out o…

Amazon Connect Contact Lens now include a pre-configured agent adherence widget which supports filtering and sorting on agent adherence metrics, making day-to-day adherence management more efficient for supervisors. With this launch, supervisors can apply filters on adherence status, duration, and percentage; sort by duration or percentage; and apply conditional formatting within the agent adherence widget on the queue and agent performance dashboard. For example, a supervisor can highlight agents who have been falling behind schedule for more than 5 minutes, quickly identify breaches, and notify the agents accordingly. With this widget, supervisors can simplify the proce…

AWS B2B Data Interchange now offers customers the option to use Internet Protocol version 6 (IPv6) while accessing the AWS B2B Data Interchange Service APIs. More and more customers are adopting IPv6 to mitigate IPv4 address exhaustion in their private networks or to satisfy government mandates such as the US Office of Management and Budget (OMB) M-21-07 memorandum. With this launch, customers can standardize their applications and workflows for managing their AWS B2B Data Interchange resources on the new version of Internet Protocol by using the new dual-stack AWS B2B Data Interchange Service endpoints. IPv6 support for AWS B2B Data Interchange Service APIs is avai…

We’re excited to announce the general availability of Amazon Nova Premier, our most capable multimodal foundation model for complex tasks such as processing long documents, videos, large codebases, and executing multistep agentic workflows. It is also our most capable teacher model and can be used with Amazon Bedrock Model Distillation to create custom distilled models for specific needs. Nova Premier extends the capabilities available from Amazon Nova understanding models with several key improvements, including: Superior intelligence: The model scores 87.4% in the Massive Multitask Language Understanding (MMLU) benchmark for undergraduate-level knowledge, 82.0…

Today, AWS Resource Explorer has expanded the availability of resource search and discovery to 3 additional AWS Regions: Asia Pacific (Malaysia), Asia Pacific (Thailand), and Mexico (Central). With AWS Resource Explorer you can search for and discover your AWS resources across AWS Regions and accounts in your organization, either using the AWS Resource Explorer console, the AWS Command Line Interface (AWS CLI), the AWS SDKs, or the unified search bar from wherever you are in the AWS Management Console. For more information about the AWS Regions where AWS Resource Explorer is available, see the AWS Region table. To turn on AWS Resource Explorer, visit the AWS Reso…

Amazon SageMaker now offers a unified scheduling experience for visual ETL flows and queries. The next generation of Amazon SageMaker is the center for all your data, analytics, and AI, and includes SageMaker Unified Studio, a single data and AI development environment. Visual ETL in Amazon SageMaker provides a drag-and-drop interface for building ETL flows and authoring flows with Amazon Q. The query editor tool provides a place to write and run queries, view results, and share your work with your team. This new scheduling experience simplifies the scheduling process for Visual ETL and Query editor users. With unified scheduling you can now schedule your workloads wit…

Cross-Region Automated Backup replication for Amazon RDS is now available in five additional AWS Regions. This launch allows you to setup automated backup replication between Australia (Melbourne) and Australia (Sydney); between Asia Pacific (Hong Kong) and Asia Pacific (Singapore) or Asia Pacific (Tokyo); between Asia Pacific (Malaysia) and Asia Pacific (Singapore); between Canada (Central) and Canada West (Calgary); and between Europe (Zurich) and Europe (Frankfurt) or Europe (Ireland) Regions. Automated Backups enable recovery capability for mission-critical databases by providing you the ability to restore your database to a specific point in time within your backu…

AWS Elastic Beanstalk now gives customers the option to use default security groups or their own custom security groups when deploying applications. This new feature provides greater control over network access and security configurations. With this update, customers can use custom security groups instead of default security groups for both new and existing Elastic Beanstalk environments. This applies to the EC2 instances within the environment and, for load-balanced environments, to the load balancer as well. Previously, Elastic Beanstalk would automatically add a default security group. This enhancement enables customized security policies and simplifies security man…

Amazon Connect now lets you grant administrator access to agent schedules, making it easier to address key operational needs with minimal configuration. With this launch, you can now give certain users access to all published agent schedules without being added as a supervisor to every staff group. For example, users such as centralized schedulers or auditors who require a broad view of agent schedules across the organization can now be granted this access in a few clicks, thus reducing time spent on access management and improving overall operational efficiency. This feature is available in all AWS Regions where Amazon Connect agent scheduling is available. To learn m…

You can now run OpenSearch version 2.19 in Amazon OpenSearch Service which introduces several improvements in the areas of Vector Search, Observability and OpenSearch Dashboards. We have introduced four key capabilities for vector search applications. The Faiss engine now supports AVX512 SIMD instructions, to accelerate vector similarity computations. The ML inference search response processor can now rank search hits and update scores based on model predictions, enabling sophisticated and context-aware document ranking and result augmentation. Lucene binary vectors, now complement existing Faiss engine binary vector support offering greater flexibility for vector sear…

Amazon Simple Email Service (SES) announces that its Mail Manager email modernization and infrastructure features now have a rule action which enables messages to be published using an Amazon Simple Notification Service (SNS) notification. The notification includes the complete email content, and has options for SNS Topic and Encoding. Amazon SNS is a fully managed service that provides message delivery from publishers (producers) to subscribers (consumers). Publishers communicate asynchornously with subscribers by sending messages to a topic, which is a logical access point and communication channel. Subscribers can choose to receive these notifications through a vari…

Amazon Connect now provides bulk removal of agent schedules, making day-to-day management of agent schedules more efficient. With this launch, you can now remove schedules for up to 400 agents for a single day, or up to 30 days for a single agent. For example, remove all schedules for next Monday as the contact center is going to be closed, or remove future shifts for an agent who is no longer with the organization. With bulk remove, managers no longer have to remove agent shifts one agent and one day at a time, thus improving manager productivity by reducing time spent on managing agent schedules. This feature is available in all AWS Regions where Amazon Connect agent…

Today, AWS Clean Rooms announces support for multiple collaboration members to receive analysis results from queries using Spark SQL. This streamlined capability enhances usability and transparency by eliminating the need for additional audit mechanisms outside of the collaboration. With this feature, multiple members can receive and validate analysis results from queries across collective datasets directly from the collaboration. You can designate multiple collaborators as result receivers when executing a Spark SQL query. Results are automatically delivered to all selected collaborators who are configured in both the collaboration settings and table controls. For exa…

Starting today, we're enhancing the AWS Migration Acceleration Program (MAP) with two key capabilities to help you accelerate your modernization efforts and drive customers' adoption of AI: New “Move to AI” Modernization Pathway, featuring Amazon Bedrock and Amazon SageMaker. This pathway enables you to help customers transform their existing applications and business processes with proven AI patterns that deliver measurable business value. Amazon Connect is now a qualifying service in the MAP Modernization Strategic Partner Incentive (SPI). This enables you to help customers transform their contact centers with AI-powered features that increase agent productivity …

We’re excited to announce the general availability of Amazon Nova Premier, our most capable multimodal foundation model for complex tasks such as processing long documents, videos, large codebases, and executing multistep agentic workflows. It is also our most capable teacher model and can be used with Amazon Bedrock Model Distillation to create custom distilled models for specific needs. Nova Premier extends the capabilities available from Amazon Nova understanding models with several key improvements, including: Superior intelligence: The model scores 87.4% in the Massive Multitask Language Understanding (MMLU) benchmark for undergraduate-level knowledge, 82.0% o…

Amazon Cognito now allows you to include additional contextual information in the OAuth 2.0 client credentials flow for M2M access token requests, enhancing your control over machine-based interactions. M2M authorization is commonly used for automated processes like data synchronization, event-driven workflows, and microservice communication. This capability enables customers to provide context-specific details (e.g., attributes of the machine such as IP address, location, environment; or business context like application name, tenant ID etc.) when requesting access tokens for machine-based interactions. For example, consider an organization's internal API service that ne…

Starting today, you can use AWS WAF Bot and Fraud Control RuleGroup in 2 additional AWS regions: AWS Canada West (Calgary) and AWS Asia Pacific (Malaysia) region. AWS WAF Bot Control and Fraud Control deliver comprehensive security for web applications, APIs, and mobile apps. Bot Control protects against automated bot traffic with easy deployment and configurable actions, ensuring scalable management. Fraud Control focuses on preventing account takeovers and fraudulent account creation, leveraging machine learning to reduce financial losses and enhance user trust. Both solutions integrate seamlessly with AWS WAF, providing real-time visibility and detailed metrics for …

AWS Config now supports 13 additional AWS resource types. This expansion provides greater coverage over your AWS environment, enabling you to more effectively discover, assess, audit, and remediate an even broader range of resources. With this launch, if you have enabled recording for all resource types, then AWS Config will automatically track these new additions. The newly supported resource types are also available in Config rules and Config aggregators. You can now use AWS Config to monitor the following newly supported resource types in all AWS Regions where the supported resources are available: Resource Types: AWS::AppIntegrations::App…

Today AWS Elemental MediaTailor launched recurring prefetch schedules, enhancing server-side ad prefetch capabilities for live streaming content. This feature helps content providers and broadcasters efficiently manage ad insertion for live events where exact ad break timing is unpredictable, while maintaining high-quality viewer experiences. Content providers can benefit from this during major sporting events, live concerts, or news broadcasts where ad break timing may vary. The new mode enables you to create a single schedule for an entire live event or linear channel. After every ad break, MediaTailor will automatically create the prefetch schedule for the next ad b…

Today, we are excited to announce the general availability of anonymous user access for Amazon Q Business. This feature allows customers to create Q Business applications for anonymous users using publicly accessible content. Q Business applications created in this anonymous mode are billed on a API consumption basis. Customers can now create anonymous Q Business applications to power use cases such as public web site Q&A, documentation portals, and customer self-service experiences, where user authentication is not required and content is publicly available. For example, AnyCompany wants to improve their website’s visitor support experience by providing a genAI as…

Amazon VPC Lattice introduces dual stack support for management API, enabling you to connect using Internet Protocol Version 6 (IPv6), Internet Protocol Version 4 (IPv4), or dual stack clients. Dual stack support is also available when the Amazon VPC Lattice management API endpoint is privately accessed from your Amazon Virtual Private Cloud (VPC) using AWS PrivateLink. Dual stack endpoints are made available on a new AWS DNS domain name. The existing Amazon VPC Lattice management API endpoints are maintained for backwards compatibility reasons. Amazon VPC Lattice, an application networking service that simplifies connecting, securing, and monitoring service-to-service…

Today, Amazon Kinesis Data Streams introduces support for tagging and Attribute-Based Access Control (ABAC) for enhanced fan-out consumers. You can register enhanced fan-out consumers to have dedicated low latency read throughput per shard, up to 2MB/s. ABAC is an authorization strategy that defines access permissions based on tags that can be attached to IAM users, roles, and AWS resources for fine-grained access control. This new feature enables you to apply tags for allocating costs and simplifying permission management for your enhanced fan-out consumers. With this launch, you can now tag your enhanced fan-out consumers used by different business units to track and…

EC2 Image Builder now integrates with Systems Manager Parameter Store, offering customers a streamlined approach for referencing SSM parameters in their image recipes, components, and distribution configurations. This capability allows customers to dynamically select base images within their image recipes, easily use configuration data and sensitive information for components, and update their SSM parameters with output latest images. Prior to today, customers had to specify AMI IDs in their image recipes to use custom base images, leading to a constant maintenance cycle when these base images had to be updated. Furthermore, customers were required to create custom scr…

Among 1 million AWS certification preparation candidates, most of them start with AWS Cloud Practitioner (CLF-C02). And if you are wondering how to pass this certification in the first exam, you are at the right spot. Here is a complete guide to pass your CLF-C02 in the very first attempt. Why Choose the AWS Certified Cloud Practitioner Certification? To start with, why are most learners choosing the AWS Cloud Practitioner certification to enter the cloud and related job roles? – This is a very common question stumbled upon by many. To answer that 1. AWS Cloud Practitioner Certification – What is it? This is an entry-level certification credential for cloud learners…

This blog talks about the difficulty level of the AWS Solutions Architect Associate Exam and elaborates on the different ways to tackle the exam on your first attempt confidently. Read through to know more! Understanding the SAA-C03 Exam Difficulty Level The AWS Solutions Architect Associate exam enhances its relevance in the recent cloud computing scenario, with many reporting 10-20% salary increases. Understanding the exam’s difficulty is crucial for effective preparation. With a 65-70% pass rate and complex scenario-based questions, it demands hands-on AWS experience and time management. Recognizing this ensures candidates create structured study plans, use practice…

Amazon Relational Database Service (Amazon RDS) on AWS Outposts now supports generation 7i instances for Amazon RDS for MySQL on Outposts and amazon RDS for PostgreSQL on Outposts. Amazon RDS on Outposts allows you to deploy fully managed database instances in your on-premises environments. AWS Outposts is a fully managed service that extends AWS infrastructure, AWS services, APIs, and tools to virtually any datacenter, co-location space, or on-premises facility for a truly consistent hybrid experience. You can deploy Amazon RDS on Outposts to set up, operate, and scale MySQL, Microsoft SQL Server and PostgreSQL relational databases on-premises, just as you would in the c…

Topic was moved to forum Containerization & Orchestration

AWS Budgets now offers enhanced filtering capabilities and cost metrics, providing greater flexibility in how customers track and manage their cloud costs. Customers can now create budgets for new cost metrics such as net unblended costs and net amortized costs allowing monitoring for costs after discounts. Customers can also exclude dimension values when creating a budget and include existing Cost Explorer charge types such as reservation applied usage, Savings Plan Upfront Fee, and Savings Plan Covered Usage. These new capabilities enable customers to budget against the actual cost of their applications, teams, or cost centers with support for automated discounts and…

Today, AWS Systems Manager announces the launch of just-in-time node access, which helps remove long-standing permissions to nodes while maintaining operational efficiency. Customers can create zero standing privileges to nodes by requiring operators to request access to nodes managed by AWS Systems Manager that are running on AWS, hybrid, and multi-cloud environments before remotely connecting using AWS Systems Manager Session Manager. As organizations grow, administrators need to track and control access to nodes. Just-in-time node access helps customers limit access to their systems and data to only when needed. Administrators can enable dynamic, time-bound access t…

Today, AWS announces the general availability of second-generation AWS Outposts racks, marking the latest innovation from AWS at the edge of the cloud for your workloads that require low latency, local data processing, and data residency. Second-generation Outposts racks support the latest generation of x86-powered Amazon Elastic Compute Cloud (Amazon EC2) instances, starting with general purpose M7i instances, compute-optimized C7i instances, and memory-optimized R7i instances. These instances deliver twice the virtual CPU, memory, and network bandwidth, and up to 40% better performance compared to C5, M5, and R5 instances on first-generation Outposts racks. Second-gen…

Amazon DynamoDB Accelerator (DAX) now supports R7i instances, powered by custom 4th Generation Intel Xeon Scalable processors. R7i instances provide instance sizes up to 24xlarge, feature an 8:1 ratio of memory to vCPU, and include the latest DDR5 memory. These instances are now available in the following AWS Regions: US East (N. Virginia, Ohio), US West (N. California, Oregon), Asia Pacific (Mumbai, Singapore, Sydney, Tokyo), Europe (Frankfurt, Ireland, London, Paris, Spain, Stockholm), and South America (Sao Paulo). DAX is a fully managed, highly available caching service built for Amazon DynamoDB that improves performance from milliseconds to microseconds - up to 10…

Topic was moved to forum Artificial Intelligence (AI)

Today, AWS End User Messaging introduces new features to help developers combat artificially inflated traffic (AIT), also known as SMS pumping. AIT occurs when bad actors use automated systems or bots to trigger large volumes of SMS messages, leading to unexpected charges that can cost businesses millions of dollars each year. End User Messaging SMS Protect now allows developers to configure AIT detections setting rules for entire countries or specific messaging use cases. The granular control helps developers more accurately identify potential abuse while allowing legitimate messages to be delivered. End User Messaging now identifies and block messages that have a pot…

Amazon ElastiCache now supports Global Datastore in the Asia Pacific (Hong Kong, Hyderabad, Jakarta, Malaysia, Melbourne, Thailand), Africa (Cape Town), Canada West (Calgary), Europe (Milan, Spain, Zurich), Israel (Tel Aviv), Mexico (Central), and Middle East (Bahrain, UAE) Regions. Global Datastore is a feature of ElastiCache that provides fully managed, fast, reliable, and secure cross-Region replication. Using Global Datastore, you can write to your ElastiCache cluster in one Region and have the data available for read in two other cross-Region replica clusters, thereby enabling low-latency reads and disaster recovery across Regions. Customers use Global Datastore f…

AWS Amplify now supports seeding data across Amazon Cognito, AWS AppSync, Amazon DynamoDB, and Amazon S3. Developers can programmatically create test users and associated resources through new APIs and a CLI command. This feature simplifies testing and development workflows by enabling quick population of auth-dependent resources. Create Cognito users, seed DynamoDB records via AppSync with user context, and upload S3 objects - all while maintaining proper authentication relationships. This eliminates manual user creation and authentication steps previously required for testing auth-protected resources. This feature is available in all regions where AWS Amplify is s…

You can now create Amazon S3 Access Grants in the AWS Asia Pacific (Malaysia) Region. Amazon S3 Access Grants map identities in directories such as Microsoft Entra ID, or AWS Identity and Access Management (IAM) principals, to datasets in S3. This helps you manage data permissions at scale by automatically granting S3 access to end users based on their corporate identity. Visit the AWS Region Table for complete regional availability information. To learn more about Amazon S3 Access Grants, visit our product page. View the full article

Topic was moved to forum Artificial Intelligence (AI)

In an increasingly digital world, the demand for cloud computing and cybersecurity expertise continues to grow. To address this, the University of Virginia (UVA) and Commonwealth Cyber Initiative joined forces with AWS Skills Center Arlington to deliver an innovative Cyber & AWS Cloud Essentials Bootcamp. In this post, you’ll learn how this program prepared participants for tech careers through hands-on learning, industry connections, and AWS Certification preparation. You’ll also discover how similar opportunities are available to learners of all backgrounds at AWS Skills Centers, including free courses both in-person and online. A new approach to cloud learning …

AWS Amplify introduces two key improvements to its backend tooling: streamlined deployment output using the AWS CDK Toolkit and a new notice system for local development. These updates optimize how developers receive deployment status information and important messages directly in their terminal when executing Amplify commands. These enhancements improve the development experience by focusing on essential information while proactively surfacing critical notices. Frontend developers can now focus on relevant deployment information without the distraction of underlying infrastructure details. The notice system, similar to CDK's approach, delivers important messages about…