Cloud

Dev.to · 17 minutes ago

We Ran 7,600+ Cloud Provisioning Tests Across AWS, Azure, and GCP — Here's What We Found

Cloud providers don't publish provisioning times or failure rates, so the article's authors built ProvisioningIQ to measure it. They ran 7,600+ tests across AWS, Azure, and GCP, finding significant differences in provisioning times and success rates. GCP's Cloud Run is the fastest, while AWS wins on VMs. Continuous benchmarking is crucial for understanding these differences and making informed infrastructure decisions.

Dev.to · 32 minutes ago

PromptWars 2026: How I Improved My SmartFlow AI Project Using Google Cloud & APIs

I participated in PromptWars 2026, improving my SmartFlow AI project by integrating Google Cloud APIs and enhancing the backend. This project aims to manage crowds at large events with real-time navigation and AI-based crowd prediction. The improvements include Google API integration, testing, and better structure. To learn more, check the live demo and GitHub repository. This experience has been valuable for my learning journey.

TechCrunch · 1 day ago

Hackers are abusing unpatched Windows security flaws to hack into organizations

Hackers are exploiting unpatched Windows security flaws to breach organizations. This is a significant issue as it allows attackers to gain unauthorized access. The vulnerabilities were made public by a security researcher, and hackers are now using the code to launch real-world attacks. Organizations should apply patches as soon as possible to prevent exploitation. This highlights the importance of timely patching and vulnerability management.

TechCrunch · 2 days ago

With US spy laws set to expire, lawmakers are split over protecting Americans from warrantless surveillance

US spy laws are set to expire, but lawmakers are divided on whether to reform or extend them. This has implications for Americans' privacy and warrantless surveillance. If the law expires, the government's spy powers won't automatically end. Lawmakers need to decide on a course of action.

The New Stack · 2 days ago

Why Postgres wants NVMe on the hot path, and S3 everywhere else

Postgres wants to use NVMe for hot data storage due to its performance benefits, while using S3 for cold data storage due to its durability and cost-effectiveness. This approach aims to optimize database performance and storage costs. Engineers should consider separating hot and cold data storage to improve application efficiency. This strategy is particularly relevant for cloud-based applications. It's essential to weigh the trade-offs between performance, cost, and data durability when designing storage solutions.

Google Cloud Blog · 2 days ago

Create Expert Content: Deploying a Multi-Agent System with Terraform and Cloud Run

This article is the final part of a series on building a multi-agent system with Google Cloud. It focuses on deploying the system to Cloud Run and setting up a production-ready environment using Terraform and the Agent Starter Pack. The system will be equipped with monitoring, data integrity, and long-term state management. By the end of this part, you will have a standardized application framework deployed on Google Cloud Run.

Google Cloud Blog · 3 days ago

What’s new with Google Data Cloud

Google Data Cloud has introduced several new features, including the reintroduction of Data Studio, BigQuery Graph in preview, and Conversational Analytics for Looker Embedded environments. These features aim to empower data professionals and enable them to model, analyze, and visualize relationships in a new way. Users can now leverage these tools to drive business and technical breakthroughs in the AI era. Engineers should consider exploring these new features to improve their data analysis and visualization capabilities. To get started, review the documentation for each feature and experiment with the tools to see how they can be applied to real-world projects.

Google Cloud Blog · 3 days ago

Building the agentic future: A spotlight on Google Cloud’s media & entertainment partner ecosystem

Google Cloud is showcasing its media & entertainment partner ecosystem at NAB Show 2026, highlighting production-grade AI execution and agentic platforms. Partners like Avid, Backlight, and Brahma.ai are integrating AI capabilities into production software, enhancing workflows and reducing manual tasks. This enables creators to focus on artistry and increases content value by making archives searchable and revenue-generating. Media companies can unlock new opportunities by leveraging generative media models and AI-driven insights. To stay up-to-date, check the Google Cloud Marketplace for partner solutions.

DevOps.com · 3 days ago

From Code to Cloud: How Full-Stack Developers are Taking Over DevOps

Full-stack developers are increasingly taking on DevOps responsibilities, leveraging tools like CI/CD, Docker, and Terraform to manage the software lifecycle from code to cloud deployment. This shift matters as it streamlines development and reduces the need for specialized DevOps teams. As a result, engineers should be prepared to adapt their skills to cover a broader range of responsibilities. This may involve learning new tools and processes.

Google Cloud Blog · 4 days ago

Cloud CISO Perspectives: How CISOs can pursue technical and cultural resilience (Q&A)

Cloud CISOs are being asked to do too much, leading to burnout and fragility. To address this, they need to focus on both technical and cultural resilience. This means simplifying technical environments and building a secure-by-default foundation, as well as creating a culture that supports security leaders and their teams. This requires a dual mandate of resilience, moving beyond individual effort and towards a structural approach.

Google Cloud Blog · 4 days ago

Cool stuff Google Cloud customers built, April edition: BMW big on SLMs, MLB’s Scout Insights AI, personalized resort experiences

Google Cloud customers are building innovative projects that showcase the power of AI and cloud technology. BMW Group is experimenting with small language models (SLMs) to optimize AI models for automotive use cases. This project demonstrates the use of AI to scale an optimization problem for other AI. Automated pipelines using Vertex AI enable rapid adaptation and testing of models. This approach can significantly reduce the time required to iterate and optimize models.

The New Stack · 4 days ago

Why “good enough” cloud databases are becoming a business risk

Cloud databases that are 'good enough' may not meet business needs, leading to operational risks and potential losses. This is because they often lack critical features and scalability. To mitigate this risk, businesses should reassess their database choices and consider more robust options. This requires a thorough evaluation of database capabilities and scalability needs. A 'good enough' approach may not be sufficient for long-term success.

Dark Reading · 4 days ago

Microsoft, Salesforce Patch AI Agent Data Leak Flaws

Microsoft and Salesforce recently patched vulnerabilities in their AI-powered agents that could have allowed attackers to leak sensitive data through prompt injection attacks. This matters because such flaws can compromise user trust and data security. Users should ensure their systems are up to date with the latest patches to prevent similar attacks. Prompt injection attacks are a growing concern in AI-powered systems.

AWS Blog · 4 days ago

AWS Interconnect is now generally available, with a new option to simplify last-mile connectivity

AWS Interconnect is now generally available, allowing for direct, private connections between Amazon VPC and other cloud providers. This simplifies last-mile connectivity to AWS. Engineers can now establish high-speed, private connections to AWS more easily. This is a significant development for multicloud environments. It's recommended that engineers review AWS Interconnect options for their use cases.

The New Stack · 5 days ago

Can you make Kubernetes invisible? Here’s why AWS is on a mission to do it.

AWS is working to make Kubernetes invisible by integrating it more deeply into their cloud services, making it easier to use and manage. This matters because it could simplify the adoption of Kubernetes for developers and reduce the complexity of cloud infrastructure. If successful, it could also lead to more widespread use of Kubernetes. To stay up-to-date, follow AWS and Kubernetes news.

The New Stack · 5 days ago

Beyond the VPN: Cloudflare Mesh builds a private network for the age of AI agents

Cloudflare introduced Cloudflare Mesh, a private network solution for DevOps teams to simplify cloud connectivity. This aims to replace manual and fragmented VPNs. It's relevant for the age of AI agents. DevOps teams should consider using Cloudflare Mesh for improved cloud connectivity. It may reduce headaches associated with cloud connectivity.

Dev.to · 5 days ago

Auto-Translation in Payload CMS with Azure AI Translator: Complete 2026 Implementation Guide

This article describes a production-ready solution for automated translation in Payload CMS using Azure AI Translator, Payload background jobs, and LRU caching. The solution supports 100+ languages, preserves manual edits, and reduces API costs by 70%. It is implemented using TypeScript and Node.js 18+, and is production-tested to handle millions of translations. To implement this solution, ensure you have an Azure account, an Azure Translator Resource, and a Payload CMS application.

Dev.to · 5 days ago

"Building & Deploying a Smart Stadium Assistant with React, Docker, and Google Cloud Run"

A smart stadium assistant system was built using React, Docker, and Google Cloud Run to improve navigation, reduce waiting times, and enhance event experience. The system monitors crowd density, predicts waiting times, and suggests optimized routes. It was containerized using Docker and deployed on Google Cloud Run. Engineers should consider implementing similar systems to improve user experience and safety in large-scale venues.

AWS Blog · 6 days ago

AWS Weekly Roundup: Claude Mythos Preview in Amazon Bedrock, AWS Agent Registry, and more (April 13, 2026)

AWS has announced several new features, including Claude Mythos Preview in Amazon Bedrock and AWS Agent Registry, but no details on these features are provided in the article. This may be relevant to engineers working with AWS, particularly those involved in AI-Driven Development Lifecycle (AI-DLC) and cost management. No specific actions are mentioned, but it's worth keeping an eye on AWS updates for potential impact on projects.

Dark Reading · 6 days ago

APT41 Delivers 'Zero-Detection' Backdoor to Harvest Cloud Credentials

APT41 is targeting AWS, Google, Azure, and Alibaba cloud environments, using typosquatting to evade detection. This matters as it allows them to harvest cloud credentials undetected. Engineers should be aware of this threat and take necessary precautions to secure their cloud environments. Regularly reviewing and updating access controls is recommended.

DevOps.com · 6 days ago

GitHub Copilot Pulls Drawstring On Tighter Developer Usage Limits

GitHub Copilot is introducing tighter usage limits, with two restrictions rolling out over the next few weeks. This is not unexpected. The limits are aimed at managing developer usage. Developers should be aware of the upcoming changes.