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Amazon Bedrock batch inference now supports the Converse API format - devamazonaws.blogspot.com

Amazon Bedrock batch inference now supports the Converse API as a model invocation type, enabling you to use a consistent, model-agnostic input format for your batch workloads. Previously, batch inference required model-specific request formats using the InvokeModel API. Now, when creating a batch inference job, you can select Converse as the model invocation type and structure your input data using the standard Converse API request format. Output for Converse batch jobs follows the Converse API response format. With this feature, you can use the same unified request format for both real-time and batch inference, simplifying prompt management and reducing the effort needed to switch between models. You can configure the Converse model invocation type through both the Amazon Bedrock console and the API. This capability is available in all AWS Regions that support Amazon Bedrock batch inference. To get started, see Create a batch inference job and Format and upload your batch infere...
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Amazon OpenSearch Service adds new insights for improved cluster stability - devamazonaws.blogspot.com

Amazon OpenSearch Service has enhanced Cluster Insights with two new insights — Cluster Overload and Suboptimal Sharding Strategy. Suboptimal Sharding Strategy provides instant visibility into shard imbalances that cause uneven workload distribution, while Cluster Overload surfaces elevated cluster resource utilization that can lead to request throttling or rejections. Both insights come with details of affected resources along with actionable mitigation recommendations. Previously, identifying resource constraints and shard imbalances required manually correlating multiple metrics and logs, making it difficult to detect issues early. With these new insights, you can proactively monitor cluster health and take timely action. Suboptimal Sharding Strategy detects shard imbalances caused by indices with too few shards relative to the number of data nodes, or by shards carrying disproportionately large amounts of data compared to others. It identifies the root cause of uneven workload...
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[MS] JCON Europe 2026: Java Modernization, Performance, and AI - devamazonaws.blogspot.com

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Java is the backbone of enterprise software engineering, and the conversations happening around it right now are the most exciting they've been in years. From AI-assisted development workflows to Kubernetes performance tuning, the community is moving fast - and JCON Europe 2026 is one of those places where those conversations belong. This year, Microsoft is bringing that energy to Cologne, Germany, April 20-23, 2026, at the iconic Cinedom Multiplex Cinema. We are thrilled to represent the Microsoft Java teams at one of Europe's most beloved community-driven Java conferences. JCON has the spirit we show up with. No fluff, no filler. Just real engineering problems, real solutions, and real conversations with the people building production Java systems every day. Attend JCON Europe for free as a Guest of Microsoft JCON Europe is an in-person event in Cologne - and we want you there. Microsoft has a limited number of complimentary passes to share with the Java community.  Cla...
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[MS] Azure DocumentDB: A Fully Managed MongoDB-Compatible Database - devamazonaws.blogspot.com

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Running MongoDB at scale eventually forces a trade-off: invest heavily in managing your own infrastructure or move to a managed service and risk losing the compatibility and portability your team depends on.   Azure DocumentDB is a fully managed, MongoDB-compatible database on Azure, built on an MIT-licensed open-source engine that runs consistently across on-premises, hybrid, and cloud environments. Developers keep the skills and tooling they already have. Infrastructure teams get a pricing model built on compute and storage, with no licensing fees and no throughput unit calculations.   Key Capabilities   MongoDB Compatibility   Azure DocumentDB is fully MongoDB-compatible database, so existing drivers, tools, and frameworks connect without modification. MongoDB Shell, LangChain, pymongo, and all major MongoDB drivers are supported out of the box, along with your existing indexes, query patterns, and aggregation pipelines. ...
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Amazon SNS now supports push notifications in the Europe (Spain) Region - devamazonaws.blogspot.com

Amazon Simple Notification Service (Amazon SNS) now supports sending push notifications in the AWS Europe (Spain) Region.  Amazon SNS is a fully managed pub/sub service that provides message delivery to multiple endpoints, including AWS Lambda, Amazon SQS, Amazon Data Firehose, HTTP, SMS (via AWS End User Messaging), push notifications, and email. With this launch, customers in the Europe (Spain) Region can use Amazon SNS to send push notifications to the following supported push notification services: Amazon Device Messaging (ADM), Apple Push Notification Service (APNs), Baidu Cloud Push (Baidu), Firebase Cloud Messaging (FCM), Microsoft Push Notification Service for Windows Phone (MPNS), and Windows Push Notification Services (WNS).  With this expansion, Amazon SNS now supports sending push notifications from 25 regions. For the full list of regions from which you can send push notifications, see Supported Regions and Countries in the Amazon SNS ...
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[MS] Azure SDK Release (February 2026) - devamazonaws.blogspot.com

Thank you for your interest in the new Azure SDKs! We release new features, improvements, and bug fixes every month. Subscribe to our Azure SDK Blog RSS Feed to get notified when a new release is available. You can find links to packages, code, and docs on our Azure SDK Releases page . Release highlights Azure.Core 1.51.0 for .NET This release adds core support for Microsoft.Extensions.Configuration and Microsoft.Extensions.DependencyInjection , enabling better integration with ASP.NET Core applications and other .NET hosts. The update also implements support for client certificate rotation in the Azure.Core transport layer, enabling dynamic token binding scenarios where transport instances can be updated with new client certificate configurations at runtime without requiring full pipeline reconstruction. Additionally, the release fixes a NullReferenceException that occurred when calling GetHashCode() on default(AzureLocation) . corehttp 1.0.0b7 for Python This release introd...
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[MS] Measuring actual AI Impact for Engineering with Apache DevLake - devamazonaws.blogspot.com

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If you want to skip the explain and get started super quick with adoption + impact insights, use gh-devlake to deploy a GitHub Copilot impact dashboard in a few CLI commands. So! You've rolled out GitHub Copilot to your engineering teams. You've got the built-in dashboards. You know how many seats are assigned, what the acceptance rates look like, which editors your teams prefer. Maybe you've even pulled the Copilot Metrics API and built some charts. But here's the question your VP of Engineering or CTO is actually asking: "Is GitHub Copilot making us ship faster? Are we more reliable? Is code review getting better?" And the honest answer, if you're only looking at data from our Copilot Metrics API, is: you don't know . You know adoption. You don't know impact. I've been working with engineering teams evaluating Copilot for a while now, and this gap — between usage data and delivery outcomes — keeps coming up. The usage metrics live in one ...
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