Cloud spending has crossed a tipping point. As organizations scale Kubernetes deployments, embrace GenAI workloads, and grapple with multi-cloud sprawl, the manual approach to cost management has become untenable. The dominant trend reshaping this space is the shift from recommendation to automation where platforms no longer just flag waste; they remediate it autonomously, in real […]

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 […]

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 […]

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 […]

Why is it important to have a cloud roadmap? To my understanding, a cloud roadmap is an essential requirement both for the whole cloud journey and for the business. For example, if we were talking about a trip to another country, you would want to plan as much as possible, wouldn’t you? You would need […]

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. […]

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 […]

Thank you for making time for CloudTweaks, Hiren. We are glad you are here. Before we dive in, could you briefly introduce yourself: who you are in your own words, your role as CEO & Founder at Teqtivity, and what the company does in the market today. HH Thanks for having me. I’m Hiren Hasmukh, […]

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 […]

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 […]