AWS Weekly Roundup: Redshift, Bedrock, & New AI Tools – March 2024

This week’s AWS Weekly Roundup, delivered by Senior Specialist Solutions Architect Daniel Abib, highlights a series of updates spanning performance enhancements for data analytics, latest generative AI models, developer tools, and infrastructure improvements. The roundup, published March 23, 2026, details launches focused on accelerating workflows and expanding capabilities within the Amazon Web Services ecosystem.

Redshift Performance Gains

Amazon Redshift, the company’s data warehouse service, is now delivering up to 7x faster performance for new queries in dashboards and Extract, Transform, Load (ETL) workloads. This improvement addresses a common challenge in data analytics: the latency experienced when running queries for the first time without cached results. Faster query execution reduces wait times for interactive dashboards and accelerates data pipelines, particularly benefiting workloads with high query variability where caching is less effective. This is a significant boost for organizations relying on real-time data insights.

NVIDIA Nemotron 3 Super Arrives on Bedrock

A key announcement is the availability of NVIDIA Nemotron 3 Super on Amazon Bedrock. Nemotron 3 Super is a high-performance language model designed for complex tasks like text generation, reasoning, summarization, and code generation. Its integration into Bedrock, AWS’s fully managed foundation model service, allows developers to access this powerful model through a unified API without needing to manage underlying infrastructure. This simplifies the process of incorporating advanced language capabilities into applications. NVIDIA details the Nemotron-3 series, including the Super model, on their website, highlighting its architecture and performance characteristics. Learn more about NVIDIA Nemotron-3

Nova Forge SDK for Model Customization

Amazon Nova models can now be customized more easily with the introduction of the Nova Forge SDK. This streamlined tool allows enterprises to fine-tune Nova models to their specific data and use cases, and then deploy them directly within Amazon Bedrock. The SDK handles the complexities of model customization, allowing businesses to focus on their core logic rather than infrastructure management. This is particularly valuable for organizations seeking to tailor AI solutions to niche industries or proprietary datasets. The SDK aims to reduce the barrier to entry for building specialized AI applications.

Amazon Corretto 26: Latest Java LTS Release

For developers working with Java, Amazon Corretto 26, the latest long-term support (LTS) release of Amazon’s no-cost, production-ready distribution of OpenJDK, is now generally available. Corretto 26 includes the newest Java language features, performance improvements, and security patches, all backed by AWS’s long-term support commitment. It’s compatible with Amazon Linux, Windows, macOS, and Docker images, providing flexibility for development and production environments. OpenJDK is the open-source implementation of the Java SE platform, and Corretto aims to provide a reliable and secure Java runtime. Explore OpenJDK

Lambda Enhancements: Availability Zone Metadata

AWS Lambda, the serverless compute service, now provides Availability Zone (AZ) metadata for function invocations. This allows developers to identify the AZ in which their Lambda function is running. This information is valuable for observability, architectural decisions, and troubleshooting latency-sensitive applications. Understanding the AZ allows for more informed placement of resources and optimization of network performance. The ability to correlate Lambda execution with other AZ-aware services simplifies debugging and improves overall system reliability.

CloudWatch Logs Simplifies Log Ingestion

Centralized log management is becoming easier with Amazon CloudWatch Logs’ new support for HTTP-based log ingestion. This allows applications and services using standard HTTP endpoints to send logs to CloudWatch Logs without requiring custom agents or SDK integrations. This reduces the complexity of log routing and lowers the barrier to adopting centralized logging practices. CloudWatch Logs provides a scalable and secure repository for log data, enabling monitoring, analysis, and troubleshooting.

EKS Scaling and Reliability Improvements

Amazon Elastic Kubernetes Service (EKS) has announced a 99.99% Service Level Agreement (SLA) for clusters running on Provisioned Control Plane, an increase from the previous 99.95% SLA. EKS is introducing an 8XL scaling tier for Provisioned Control Plane clusters, doubling the Kubernetes API server request processing capacity of the 4XL tier. These improvements are designed to support large-scale workloads, including AI/ML training, high-performance computing (HPC), and large-scale data processing. The increased capacity and reliability of EKS make it a more robust platform for demanding applications.

Beyond the Launches: Community and AI Development

The roundup also highlights several other initiatives. Kiro, an AI-powered development tool, is now available for students, providing access to AI-assisted development at no cost. Strands Agents reports achieving 100% agent accuracy using Steering Hooks, a technique for controlling agent behavior that outperforms traditional prompt engineering. AWS Builder Center has introduced badges to recognize contributions and achievements within the builder community. These initiatives demonstrate AWS’s commitment to fostering innovation and empowering developers.

Upcoming AWS Events

Several AWS events are scheduled throughout 2026, including AWS Summits in Paris, London, Bengaluru, Singapore, Tel Aviv, and Stockholm, as well as AWS Community Days in San Francisco and Romania. The AWSome Women Summit LATAM will seize place in Mexico City on March 28th, celebrating and empowering women in cloud technology across Latin America. These events provide opportunities for learning, networking, and staying up-to-date on the latest AWS technologies.

Daniel Abib, the author of the roundup and a Senior Specialist Solutions Architect at AWS, encourages readers to join the AWS Builder Center and browse the AWS Events and Webinars calendar for more information. He shares insights on LinkedIn and X (@DCABib) about generative AI, Amazon Bedrock, and AWS serverless services. Connect with Daniel Abib on LinkedIn. The continued expansion of services like Bedrock, coupled with improvements to core infrastructure like Redshift and EKS, signals AWS’s ongoing investment in providing a comprehensive and powerful cloud platform.

Looking ahead, the focus will likely be on refining these new features and expanding their capabilities. The success of Nemotron 3 Super on Bedrock will depend on developer adoption and the quality of applications built using the model. The Nova Forge SDK’s impact will be measured by the ease with which enterprises can customize and deploy AI solutions. Continued monitoring of performance and reliability will be crucial for Redshift, Lambda, and EKS as they scale to meet growing demand. The AWS Builder Center and community events will play a vital role in fostering innovation and driving the adoption of new technologies.