#aws-emulation
#aws-emulation

fromApp Developer Magazine

DevOps

Kubernetes Scared Me Too - Until I Actually Understood It A no-fluff intro for devs who keep

DevOps

Lens Launches MCP Server to Connect AI Coding Assistants with Kubernetes

Lens by Mirantis integrates a Model Context Protocol server, simplifying AI coding assistants' access to Kubernetes clusters.

Kubernetes Autoscaling Demands New Observability Focus Beyond Vendor Tooling

Kubernetes autoscalers like Karpenter require new observability practices focusing on provisioning behavior, scheduling latency, and cost efficiency.

Understanding Kubernetes Architecture is a MUST

Understanding Kubernetes architecture is essential for effective cloud-native deployment and troubleshooting.

Kubernetes Scared Me Too - Until I Actually Understood It A no-fluff intro for devs who keep

Kubernetes simplifies container orchestration, managing deployment, scaling, and traffic routing for applications across multiple servers.

fromApp Developer Magazine

Lens Launches MCP Server to Connect AI Coding Assistants with Kubernetes

Lens by Mirantis integrates a Model Context Protocol server, simplifying AI coding assistants' access to Kubernetes clusters.

Kubernetes Autoscaling Demands New Observability Focus Beyond Vendor Tooling

Kubernetes autoscalers like Karpenter require new observability practices focusing on provisioning behavior, scheduling latency, and cost efficiency.

SpaceX, Amazon, and Google want orbital data centers - four engineering barriers reveal who really benefits - Silicon Canals

Orbital data centers will concentrate AI infrastructure power among a few dominant companies, limiting access for smaller competitors and national regulators.

Design

Panel: Taking Architecture Out of the Echo Chamber

Architecture's importance is growing, necessitating a shift in practice to avoid past mistakes and engage with broader conversations.

Cursor updates its platform with a focus on autonomous AI agents

Cursor 3 enhances software development by integrating AI agents for collaborative coding, reducing manual programming and streamlining workflows.

Scala

Beyond RAG: Architecting Context-Aware AI Systems with Spring Boot

Context-Augmented Generation (CAG) enhances Retrieval-Augmented Generation (RAG) by managing runtime context for enterprise applications without requiring model retraining.

fromTNW | Apps

20 hours ago

Microsoft launches three in-house AI models in direct challenge to OpenAI

Microsoft has launched three in-house AI models that compete directly with OpenAI, marking a significant shift in its AI strategy.

Information security

fromSecurityWeek

TeamPCP Moves From OSS to AWS Environments

TeamPCP has exploited compromised credentials to target open source software, leading to significant data exfiltration and supply chain attacks.

Java

Helidon 4.4.0 Introduces Alignment with OpenJDK Cadence and Support via Java Verified Portfolio

Helidon 4.4.0 introduces alignment with OpenJDK, new features, and support for LangChain4j, changing its versioning to match OpenJDK's release cadence.

Business intelligence

Kilo targets shadow AI agents with a managed enterprise platform

KiloClaw for Organizations enhances AI agent management with centralized governance, addressing security and compliance concerns for enterprises.

Web development

Cloudflare previews AI rebuild of Wordpress in TypeScript

Cloudflare has launched EmDash, a new CMS built with TypeScript, aiming to provide a serverless alternative to WordPress.

React

TanStack Start Introduces Import Protection to Enforce Server and Client Boundaries

TanStack Start introduces import protection to prevent server-only and client-only code from leaking into incorrect bundles.

European startups

Rebellions eyes global expansion with rack-scale AI platform

Rebellions raised $400 million to expand globally with AI accelerators and a new compute platform for enterprises and sovereign clouds.

Fair Multitenancy-Beyond Simple Rate Limiting

Fair multitenancy ensures equitable infrastructure access for customers, balancing simplicity, performance, and safety in shared environments.

Science

fromSilicon Canals

13 hours ago

SpaceX, Amazon, and Google want data centers in orbit - four engineering barriers stand in the way - Silicon Canals

The race for orbital data centers is about controlling the future of computing on Earth, not just computing in space.

Google gives enterprises new controls to manage AI inference costs and reliability

Gemini API introduces Flex and Priority tiers for managing AI inference workloads based on criticality and cost.

fromDevOps.com

Why Code Validation is the Next Frontier - DevOps.com

Shared staging environments are inadequate for modern development; isolated, on-demand setups are needed for effective validation.

Bootstrapping

How I Deployed a Production Server on AWS EC2 as a Fresher - Step by Step

A computer science graduate deployed a production-level website on AWS EC2 without prior job experience, mentorship, or funding, using Ubuntu, Nginx, and GitHub CI/CD automation.

#microsoft

fromComputerworld

Microsoft builds its own AI stack to help wean it from its reliance on OpenAI

Microsoft has launched proprietary AI models to reduce dependence on OpenAI while maintaining a strategic partnership.

5 hours ago

DevOps

Ex-Microsoft engineer blames Azure problems on talent exodus

fromComputerworld

Microsoft builds its own AI stack to help wean it from its reliance on OpenAI

Microsoft has launched proprietary AI models to reduce dependence on OpenAI while maintaining a strategic partnership.

5 hours ago

Ex-Microsoft engineer blames Azure problems on talent exodus

Microsoft 365 GCC High was dismissed by federal evaluators due to foundational issues in Azure's infrastructure and rushed market entry.

What is AWS S3 and How I Used It - A Beginner's Guide

AWS S3 is a cloud storage service for developers that stores files (objects) in containers (buckets), offering 99.999999999% durability, infinite scalability, low cost, and global accessibility.

The AI Revolution in Development: Why Outer Loop Agents Are the Next Big Thing

AI is set to revolutionize post-code push processes, automating tasks like security fixes, error logging, and code reviews.

AI software development: It works, but it's finicky

AI can write code, but expert developers are essential to correct its errors and ensure quality.

Box Agent now generally available for enterprise content

Box has launched the Box Agent for Enterprise customers, enabling AI-driven content generation and analysis within existing security frameworks.

The AI Revolution in Development: Why Outer Loop Agents Are the Next Big Thing

AI is set to revolutionize post-code push processes, automating tasks like security fixes, error logging, and code reviews.

AI software development: It works, but it's finicky

AI can write code, but expert developers are essential to correct its errors and ensure quality.

Box Agent now generally available for enterprise content

Box has launched the Box Agent for Enterprise customers, enabling AI-driven content generation and analysis within existing security frameworks.

OpenStack Gazpacho simplifies operations and VMware migrations

OpenStack 2026.1 emphasizes operational simplicity, live migration for VMware workloads, and hardware flexibility, positioning itself as a sovereign alternative to major cloud providers.

fromwww.businessinsider.com

OpenAI's CFO says the company is passing on opportunities because it does not have enough compute

OpenAI is limiting opportunities due to insufficient computing power, impacting product decisions and prioritization of core AI initiatives.

#aws

DevOps

Streamlining Cloud Compliance at GoDaddy Using CDK Aspects | Amazon Web Services

DevOps

AWS Security and Compliance Quiz (25 Questions) with Detailed Answers - Cloud Practitioner Guide

What front-end engineers need to know about AWS

Understanding AWS infrastructure improves front-end debugging and UI performance.

Tech industry

AWS adds nested virtualization option for handful for EC2

AWS EC2 now supports nested virtualization on C8i, M8i, and R8i instances, enabling hypervisors and nested VMs inside those instances.

Streamlining Cloud Compliance at GoDaddy Using CDK Aspects | Amazon Web Services

CDK Aspects enable organization-wide policy enforcement in AWS infrastructure as code, enhancing compliance and security during the development process.

AWS Security and Compliance Quiz (25 Questions) with Detailed Answers - Cloud Practitioner Guide

Understanding AWS security services is essential for modern applications running on AWS.

What front-end engineers need to know about AWS

Understanding AWS infrastructure improves front-end debugging and UI performance.

Tech industry

AWS adds nested virtualization option for handful for EC2

more#aws

fromComputerWeekly.com

AI-driven operating model key to cloud-native, autonomous networks | Computer Weekly

Agentic AI can transform telecom networks if operators establish cloud-native maturity and integrate autonomy while maintaining reliability.

Miscellaneous

4 weeks ago

AWS Introduces Nested Virtualization on EC2 Instances

AWS now supports nested virtual machines within EC2 instances using KVM or Hyper-V on C8i, M8i, and R8i instances, enabling app emulation and hardware simulation.

Securely connect AWS DevOps Agent to private services in your VPCs | Amazon Web Services

AWS DevOps Agent enhances operational efficiency by securely connecting to private resources in VPCs, optimizing performance and incident management.

Spring AI tutorial: How to develop AI agents with Spring

Java developers can now build AI agents using Spring AI, leveraging familiar Spring conventions and advanced capabilities.

19 hours ago

Replacing Database Sequences at Scale Without Breaking 100+ Services

Validating requirements can simplify complex problems, and embedding sequence generation reduces network calls, enhancing performance and reliability.

Amazon security boss: AI makes pentesting 40% more efficient

Amazon has achieved a 40% efficiency gain in pentesting through AI tools, enhancing security without reducing staff.

fromScalac - Software Development Company - Akka, Kafka, Spark, ZIO

SIGNAL: What matters in distributed systems

Akka launches its Agentic AI platform on MCP amidst growing backlash against the protocol from Perplexity's CTO.

Microsoft's Azure Maia chief on the complex future of AI compute

Innovative chip designs like Maia 200 are transforming AI inferencing, making it more efficient and cost-effective for cloud applications.

Web frameworks

fromLoicpoullain

The future of web frameworks in the age of AI

AI agents now generate 90-95% of production code, requiring frameworks to be AI-understandable with comprehensive documentation and clear examples to remain competitive.

IBM wants Arm software on its mainframes for AI support

IBM and Arm are collaborating to enhance enterprise systems for AI and data-intensive workloads using Arm chips.

fromComputerWeekly.com

Arm works with IBM to deliver flexibility on mainframe | Computer Weekly

IBM and Arm are collaborating to create dual-architecture hardware for enterprise AI and data-intensive workloads.

IBM wants Arm software on its mainframes for AI support

IBM and Arm are collaborating to enhance enterprise systems for AI and data-intensive workloads using Arm chips.

fromComputerWeekly.com

Arm works with IBM to deliver flexibility on mainframe | Computer Weekly

IBM and Arm are collaborating to create dual-architecture hardware for enterprise AI and data-intensive workloads.

Observability warehouses, the next structural evolution for telemetry

Observability is essential for real-time insights in cloud systems, helping to reduce downtime and improve performance.

fromFast Company

The AI race won't be won in the cloud

Community consent and trust are essential for the success of AI infrastructure, which must be built responsibly and transparently.

Cloudflare Launches Dynamic Workers Open Beta: Isolate-Based Sandboxing for AI Agent Code Execution

Dynamic Worker allows Cloudflare Workers to run AI-generated code in isolated sandboxes, improving performance and efficiency over traditional containers.

IGEL OS can now run AI models locally on endpoints

AI Armor provides dynamic runtime security and relies on a central policy engine in the Universal Management Suite (UMS) to meet compliance requirements, ensuring that organizations can manage their security effectively.

DevOps

Using Azure Copilot for migration and modernization

Azure Copilot simplifies application migration to Azure while leveraging GitHub Copilot for updates.

Azure's new AI modernization tools

Microsoft's Azure Copilot aids in application migration and modernization, addressing technical debt and improving cloud infrastructure management.

Using Azure Copilot for migration and modernization

Azure Copilot simplifies application migration to Azure while leveraging GitHub Copilot for updates.

Azure's new AI modernization tools

Microsoft's Azure Copilot aids in application migration and modernization, addressing technical debt and improving cloud infrastructure management.

Harness adds four capabilities to close AI delivery gap

Harness is launching four new capabilities to enhance its Continuous Delivery platform, addressing the gap between code writing speed and release reliability.

fromSitePoint Forums | Web Development & Design Community

Leverage Agentic AI for Autonomous Incident Response with AWS DevOps Agent | Amazon Web Services

AI-powered operational agents like AWS DevOps Agent enhance incident management and operational efficiency for distributed workloads.

#cloud-computing

Agriculture

Cloud computing

Enterprises demand cloud value

Businesses are shifting from cost-cutting to establishing centers of excellence and finops to enhance ROI in cloud investments.

Edge clouds and local data centers reshape IT

Cloud computing is evolving towards a selectively distributed model to address latency, sovereignty, and resilience in smart cities and AI applications.

fromSitePoint Forums | Web Development & Design Community

Artificial intelligence

AI hardware too expensive? 'Just rent it,' cloud providers say

Agriculture

Cloud computing

Enterprises demand cloud value

Businesses are shifting from cost-cutting to establishing centers of excellence and finops to enhance ROI in cloud investments.

Edge clouds and local data centers reshape IT

Cloud computing is evolving towards a selectively distributed model to address latency, sovereignty, and resilience in smart cities and AI applications.

Artificial intelligence

AI hardware too expensive? 'Just rent it,' cloud providers say

Event-Driven Patterns for Cloud-Native Banking: Lessons from What Works and What Hurts

Event-driven architecture introduces complexity and requires careful implementation, especially in regulated environments, to ensure reliability and system evolution.

AWS Launches Agent Plugins to Automate Cloud Deployment

AWS Agent Plugins enable AI coding agents to deploy applications on AWS using natural language commands, generating complete deployment pipelines with architecture recommendations and cost estimates.

IGEL introduces reference architectures for secure cloud desktops

"For healthcare, government, and contact center environments, reducing risk at the endpoint is essential. By aligning IGEL's immutable endpoint OS and Adaptive Secure Desktop™ with Windows 365 and Microsoft Azure Virtual Desktop, these reference architectures give organizations clear guidance for delivering secured and resilient digital workspaces."

DevOps

Java

AWS Transform custom: AI-driven Java modernization to reduce tech debt | Amazon Web Services

AWS Transform custom automates large-scale Java modernization using agentic AI, standardized AWS-managed transformations, and customizable packages to reduce technical debt and speed upgrades.

How to build an enterprise-grade MCP registry

MCP registries are essential for integrating AI agents with enterprise systems, requiring semantic discovery, governance, and developer-friendly controls.

Web development

WASM Components are a FaaS' Best Friend

Wasm components enhance FaaS runtimes by enabling modular, efficient, portable, and resource-aware function execution, simplifying building FaaS systems with wasmCloud.

Tech industry

Smash tech debt with AWS Transform: The new era of migration and modernization | Amazon Web Services

Agentic AI via AWS Transform eliminates technical debt, accelerating enterprise modernization while saving developer effort and reducing costs.

KubeVirt v1.8 Brings Multi-Hypervisor Support and Confidential Computing to Kubernetes

KubeVirt v1.8 introduces a Hypervisor Abstraction Layer, enabling support for multiple backends beyond KVM, enhancing its functionality for VM workloads.

Rethinking VM data protection in cloud-native environments

KubeVirt enables Kubernetes to manage both VMs and containers, requiring new strategies for VM lifecycle management and data protection.

KubeVirt v1.8 Brings Multi-Hypervisor Support and Confidential Computing to Kubernetes

KubeVirt v1.8 introduces a Hypervisor Abstraction Layer, enabling support for multiple backends beyond KVM, enhancing its functionality for VM workloads.

Rethinking VM data protection in cloud-native environments

KubeVirt enables Kubernetes to manage both VMs and containers, requiring new strategies for VM lifecycle management and data protection.

AWS expands EC2 with support for nested virtualization

AWS enables nested virtualization on C8i, M8i, and R8i EC2 instances, permitting virtual machines to host additional VMs using Intel Xeon 6 processors and Nitro.

Cloud Cloning: A new approach to infrastructure portability

Cloud Cloning captures complete cloud infrastructure snapshots and maps them onto target cloud services and configurations to enable accurate cloud portability.

AWS Expands Aurora DSQL with Playground, New Tool Integrations, and Driver Connectors

Amazon Aurora DSQL introduces usability enhancements, including a browser-based playground and integrations with popular SQL tools for improved developer experience.

Reusing CloudFront, ALB, and API Gateway in a Serverless Platform

Edge architecture decisions around CloudFront, ALB, and API Gateway significantly impact deployment speed and isolation in serverless platforms while balancing security, compliance, and cost.

Cloud at 20: Cost, complexity, and control

Cloud computing has failed to deliver on its promise of simplified IT operations and cost savings, instead creating greater complexity and spiraling expenses for most enterprises.

fromAzure DevOps Blog

Remote MCP Server preview in Microsoft Foundry - Azure DevOps Blog

Azure DevOps MCP Server is now available in Microsoft Foundry, enabling agents to connect to Azure DevOps for creating automated workflows and improving developer productivity.

#aws-lambda

Software development

Weighing the benefits of AWS Lambda's durable functions

Software development

.NET 10 Becomes Available on AWS Lambda as Managed Runtime and Base Image

Software development

Weighing the benefits of AWS Lambda's durable functions

Software development

.NET 10 Becomes Available on AWS Lambda as Managed Runtime and Base Image

more#aws-lambda

fromLondon Business News | Londonlovesbusiness.com

Signs it's time to move to dedicated server hosting - London Business News | Londonlovesbusiness.com

Dedicated server hosting becomes necessary when traffic surges cause performance degradation, complex database operations require absolute resource isolation, and security demands exceed virtual environment capabilities.

The Hidden Cost Centers in Kubernetes No One Tracks-Until the Cloud Bill Explodes

Kubernetes clusters incur hidden costs through idle workloads, oversized resource requests, and poor scheduling practices that drain budgets without delivering proportional value.

AWS CloudFormation 2025 Year In Review | Amazon Web Services

CloudFormation and CDK improved 2025 features for early template validation, deployment safety via drift management, and AI-integrated IaC tooling for multi-account deployments.

fromLoopwerk

It's time to leave Heroku

Heroku went from a beloved free, frictionless hosting for hobby projects to a paid, unstable platform marked by security breaches, removed free tiers, and outages.

3 weeks ago

Running agents with Amazon Bedrock AgentCore

Amazon Bedrock AgentCore provides enterprise-grade infrastructure for deploying and managing AI agents at scale, supporting multiple models, frameworks, and integrations while remaining model-agnostic.

fromDevOps.com

3 weeks ago

Zero Downtime Multicloud Migrations for Observability Control Planes - DevOps.com

An observability control plane isn't just a dashboard. It's the operational authority system. It defines alert rules, routing, ownership, escalation policy, and notification endpoints. When that layer is wrong, the impact is immediate. The wrong team gets paged. The right team never hears about the incident. Your service level indicators look clean while production burns.

DevOps

Thinking Like a Detective: Solving Cloud Infrastructure Mysteries

Intermittent, user-visible cloud errors can occur despite green health checks and normal logs; solving them requires methodical tracing across network, client, and infrastructure.

fromFast Company

Stop trying to replace your servers

Use AI to automate back-of-house operations and integrate tech stacks to preserve guest-facing hospitality while preparing for consumer-facing AI ordering channels.

#model-context-protocol

Artificial intelligence

Five MCP servers to rule the cloud

4 months ago

Artificial intelligence

Bridging AI and AWS: A Deep Dive into Using Model Context Protocol (MCP) for Intelligent Cloud...

Artificial intelligence

Five MCP servers to rule the cloud

more#model-context-protocol

4 months ago

Artificial intelligence

Bridging AI and AWS: A Deep Dive into Using Model Context Protocol (MCP) for Intelligent Cloud...

AWS Adds Intelligent-Tiering and Replication for S3 Tables

S3 Tables now support Intelligent-Tiering automatic cost optimization and cross-region/account Apache Iceberg table replication without manual synchronization.

The private cloud returns, for AI workloads

A North American manufacturer spent most of 2024 and early 2025 doing what many innovative enterprises did: aggressively standardizing on the public cloud by using data lakes, analytics, CI/CD, and even a good chunk of ERP integration. The board liked the narrative because it sounded like simplification, and simplification sounded like savings. Then generative AI arrived, not as a lab toy but as a mandate. "Put copilots everywhere," leadership said. "Start with maintenance, then procurement, then the call center, then engineering change orders."

Artificial intelligence

Automate AWS Lambda Runtime Upgrades with AWS Transform custom | Amazon Web Services

AWS Transform custom is an AI agent that automates code transformations across organizations, learning organization-specific patterns and executing them at scale to reduce technical debt from aging codebases and deprecated runtimes.

Fly.io puts AI agents in VMs, not containers

Sprites are persistent, Firecracker-based VMs that isolate coding agents, provide fast startup, persistent storage, checkpoint/restore, and bill by CPU, memory, and storage.

Migrate Amazon EC2 to ECS Express Mode using Kiro CLI and MCP servers | Amazon Web Services

Amazon ECS Express Mode simplifies containerized workload deployment by automating task definitions and service orchestration, reducing manual operational overhead and accelerating migration from traditional EC2 deployments.

From distributed monolith to composable architecture on AWS: A modern approach to scalable software

Migrating distributed monoliths to a composable AWS architecture yields loosely coupled, autonomous services that improve scalability, resilience, deployment velocity, and team autonomy.

Building a scalable code modernization solution with AWS Transform custom | Amazon Web Services

An open-source infrastructure enables enterprise-scale, parallel AWS Transform custom code modernizations using AWS Batch, Fargate, REST APIs, and CloudWatch monitoring.

From AI agent prototype to product: Lessons from building AWS DevOps Agent | Amazon Web Services

AWS DevOps Agent employs a lead-and-sub-agent architecture to provide accurate, performant incident response and root-cause analysis for native AWS applications.

fromDbmaestro

5 years ago

Database Delivery Automation in the Multi-Cloud World

The main advantage of going the Multi-Cloud way is that organizations can "put their eggs in different baskets" and be more versatile in their approach to how they do things. For example, they can mix it up and opt for a cloud-based Platform-as-a-Service (PaaS) solution when it comes to the database, while going the Software-as-a-Service (SaaS) route for their application endeavors.

DevOps