Category Archives: Blog

RPA Automation vs. the Customer’s Patience

RPA automation is no longer the frontier of enterprise technology; it is the baseline. Recent technology gains and the COVID-19 pandemic pushed many organizations into automation, and intelligent automation became the mechanism they reached for to streamline workflows. That much is settled. What is not settled is whether the people on the receiving end actually […]

Now available: Amazon EC2 M9g and M9gd instances powered by new AWS Graviton5 processors

AWS Graviton processors have improved steadily across generations, with each iteration delivering advances in compute performance, price-performance, and energy efficiency. At re:Invent 2025, we announced Amazon EC2 M9g, the first Graviton5-powered instances, in preview. Since then, customers have tested M9g across a wide range of workloads and shared their results. ClickHouse saw a 36% performance […]

Anthropic Claude Fable 5 on AWS: Mythos-class capabilities with built-in safeguards now available

Today, we’re announcing the availability of Claude Fable 5 on Amazon Bedrock and Claude Platform on AWS. Claude Fable 5 makes Mythos-level capabilities available to customers, with strong safeguards designed to make it safe for broader use. Fable 5 is state-of-the-art on nearly all tested benchmarks and delivers exceptional performance in software engineering, knowledge work […]

AWS Weekly Roundup: BYOM for Amazon RDS for SQL Server, AWS IoT Device SDK for Swift, and more (June 8, 2026)

This week, the AWS IoT Device SDK for Swift reached general availability. As a member of the Swift Server Workgroup (SSWG), this one caught my attention. The SDK brings production-ready MQTT 5 connectivity, Device Shadow, Jobs, and fleet provisioning to Swift developers on macOS, iOS, tvOS, and Linux. I’m curious to see what you will build with it. […]

Try the new console experience in Amazon Bedrock, optimized for Anthropic- and OpenAI-compatible APIs

Today, we’re announcing a new console experience in Amazon Bedrock for you to experiment, iterate, and scale with the latest AI models on Amazon Bedrock’s next-generation inference engine built for high performance, reliability, and security. This console has a refreshed workflow optimized for bedrock-mantle endpoint, which supports the latest GPT, Claude, and open-weight models with […]

Improve your application resilience with Amazon Cognito multi-Region replication

As a developer advocate working with web and mobile application developers, I’ve often heard about the need to maintain consistent user authentication in the unlikely event of a regional service interruption. The increasing use of agentic AI, microservices, automation, and service accounts has sparked a similar need for machine-to-machine authentication. Today, I’m excited to share […]

Data Observability for AI and ML Pipelines: Why Data Health Monitoring Matters

Walk into most engineering teams and you’ll find dashboards for everything. Everything except what’s actually flowing through the system. Ask an engineer what they track in a live ML deployment. You’ll get the full tour — latency dashboards, error rate alerts, compute utilization graphs. Useful? Sure. But then ask whether they’re watching feature distributions, schema […]

Get started with OpenAI GPT-5.5, GPT-5.4 models, and Codex on Amazon Bedrock

As we previewed in What’s Next with AWS 2026, we’re announcing the general availability of OpenAI GPT-5.5, GPT-5.4 models, and Codex on Amazon Bedrock, giving you access to frontier models and a coding agent for software development. According to OpenAI, GPT-5.5 and GPT-5.4 models are excellent for coding, reasoning, agentic workflows, and complex professional work. […]