#re-architecture

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DevOps
fromInfoQ
16 hours ago

Beyond One-Click: Designing an Enterprise-Grade Observability Extension for Docker

Docker Extensions enhance developer productivity but may not meet enterprise needs for security, compliance, and integration.
Startup companies
fromInfoQ
16 hours ago

Platform Engineering: Lessons from the Rise and Fall of eBay Velocity

eBay pioneered many technologies but ultimately could not save the company despite doubling engineering productivity.
#cloud-computing
Business intelligence
fromInfoWorld
7 hours ago

The hyperscalers are pricing themselves out of AI workloads

AI is challenging traditional cloud pricing models, as buyers seek exceptional value beyond brand recognition and familiar pricing strategies.
Business intelligence
fromInfoWorld
7 hours ago

The hyperscalers are pricing themselves out of AI workloads

AI is challenging traditional cloud pricing models, as buyers seek exceptional value beyond brand recognition and familiar pricing strategies.
Agile
fromAP News
1 month ago

Quantum Agile By Codewave Becomes India's first framework for software teams working with AI agents.

Quantum Agile™ is India's first framework for software teams utilizing AI agents, positioning the country as a leader in next-gen software development methodologies.
Artificial intelligence
fromDevOps.com
8 hours ago

Agentic CI/CD is Not Automation: Why the Distinction Will Define DevOps in 2026 - DevOps.com

LLM-powered agents in CI/CD require a governance layer distinct from traditional automation to avoid catastrophic failures.
Web frameworks
fromInfoQ
1 day ago

The Spring Team on Spring Framework 7 and Spring Boot 4

Spring Boot 4 enhances startup times and modularization, while Spring Framework 7 integrates core features like retry and concurrency throttling.
Careers
fromwww.businessinsider.com
1 day ago

The future may be 'frustrating' for engineers seeking a 'pure software development career,' AWS VP says

Junior software engineers may increasingly engage with customers rather than solely focusing on coding in isolation.
#google-workspace
Data science
fromInfoWorld
23 hours ago

Google Cloud introduces QueryData to help AI agents create reliable database queries

QueryData enhances AI agents' accuracy in querying databases by translating natural language into precise database queries.
fromInfoQ
4 days ago

Latency: The Race to Zero...Are We There Yet?

In the fintech industry we can link latency directly to profit and money. If I have lower latency than the competition, I can get to the better deals, I can make the better deals.
Venture
Tech industry
fromTheregister
4 days ago

AWS ponders selling its home-grown chips by the rack-load

Amazon's chip business could generate ~$50 billion annually if sold independently, highlighting significant demand and growth potential.
Marketing tech
fromTechzine Global
4 days ago

ServiceNow makes its entire portfolio AI-native for every customer

ServiceNow is integrating AI into its entire product portfolio, eliminating separate AI licenses and introducing the Context Engine for enhanced decision-making.
#ai-agents
React
fromAmazon Web Services
4 days ago

Embed a live AI browser agent in your React app with Amazon Bedrock AgentCore | Amazon Web Services

Users need visibility into AI agents' actions to maintain trust and control over their interactions.
Software development
fromDevOps.com
4 days ago

Google's Scion Gives Developers a Smarter Way to Run AI Agents in Parallel - DevOps.com

Scion is an experimental orchestration testbed for managing concurrent AI agents, preventing conflicts and enhancing collaboration.
React
fromAmazon Web Services
4 days ago

Embed a live AI browser agent in your React app with Amazon Bedrock AgentCore | Amazon Web Services

Users need visibility into AI agents' actions to maintain trust and control over their interactions.
Software development
fromDevOps.com
4 days ago

Google's Scion Gives Developers a Smarter Way to Run AI Agents in Parallel - DevOps.com

Scion is an experimental orchestration testbed for managing concurrent AI agents, preventing conflicts and enhancing collaboration.
DevOps
fromBusiness Matters
1 day ago

The Role of Dedicated Servers in Scaling Modern Businesses

Infrastructure investment is crucial for SMEs to ensure reliability, performance, and user experience in a competitive digital landscape.
Software development
fromMedium
1 day ago

GAIA by AMD - Running Intelligent Systems Fully on Your Own Machine

GAIA is an open-source framework enabling local execution of intelligent agents, eliminating external dependencies and enhancing data control.
Artificial intelligence
fromMedium
1 day ago

Mastra AI - The Modern Framework for Building Production-Ready AI Agents

Creating reliable, scalable AI systems requires more than simple prompts; it involves building infrastructure and managing complex workflows.
Design
fromInfoQ
1 week ago

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.
Scala
fromInfoQ
1 week ago

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.
Web frameworks
fromInfoQ
4 days ago

Tiger Teams, Evals and Agents: The New AI Engineering Playbook

Sam Bhagwat is a co-founder and CEO of Mastra, an open source JavaScript/Typescript framework for building AI agents.
#devops
DevOps
fromMedium
1 day ago

Kubernetes Is Not DevOps : A Short Story

Understanding systems behind tools is crucial for effective DevOps engineering.
DevOps
fromDevOps.com
1 day ago

Ten Great DevOps Job Opportunities - DevOps.com

DevOps.com is launching a weekly jobs report to highlight opportunities for DevOps professionals.
DevOps
fromMedium
1 day ago

Kubernetes Is Not DevOps : A Short Story

Understanding systems behind tools is crucial for effective DevOps engineering.
DevOps
fromDevOps.com
1 day ago

Ten Great DevOps Job Opportunities - DevOps.com

DevOps.com is launching a weekly jobs report to highlight opportunities for DevOps professionals.
Software development
fromMedium
1 day ago

Async Logging Is Not a Silver Bullet - What Actually Limits Performance

Async logging redistributes costs rather than reducing them, impacting performance in different ways depending on implementation.
#kubernetes
fromMedium
1 week ago
DevOps

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

DevOps
fromInfoQ
2 weeks ago

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.
DevOps
fromInfoQ
1 month ago

Proactive Autoscaling for Edge Applications in Kubernetes

Custom autoscalers using latency SLOs, startup-aware logic, CPU headroom, and safe cooldowns reduce HPA-induced delays and oscillations for edge workloads.
DevOps
fromMedium
1 day ago

KubeCraft: Talk to Your Kubernetes Cluster Like a Colleague

KubeCraft simplifies Kubernetes management by allowing users to interact with their clusters using plain English through an AI assistant.
DevOps
fromInfoWorld
5 days ago

Bringing databases and Kubernetes together

Automating Kubernetes workloads with Operators can provide DBaaS functionality while avoiding provider lock-in.
DevOps
fromMedium
1 week ago

Understanding Kubernetes Architecture is a MUST

Understanding Kubernetes architecture is essential for effective cloud-native deployment and troubleshooting.
DevOps
fromMedium
1 week ago

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.
DevOps
fromInfoQ
2 weeks ago

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.
DevOps
fromMedium
1 day ago

Set it up once, test it properly, and let the system handle the rest.

Automating SSL certificate renewal prevents production outages and reduces stress during incidents.
Online Community Development
fromInfoQ
3 weeks ago

Platform Engineering as a Practice of Sociotechnical Excellence

Platform engineering drives sociotechnical change by integrating social and technical systems within organizations for improved collaboration and reliability.
#aws
fromTheregister
4 days ago
DevOps

AWS: Agents shouldn't be secret, so we built a registry

AWS Agent Registry enhances visibility and control over AI agents in corporate environments.
DevOps
fromInfoWorld
2 weeks ago

What front-end engineers need to know about AWS

Understanding AWS infrastructure improves front-end debugging and UI performance.
DevOps
fromAmazon Web Services
21 hours ago

Troubleshooting environment with AI analysis in AWS Elastic Beanstalk | Amazon Web Services

AWS Elastic Beanstalk simplifies web application deployment and scaling, now enhanced with AI Analysis for troubleshooting environment health issues.
DevOps
fromTechzine Global
4 days ago

AWS launches Agent Registry for managing AI agents

AWS introduces the Agent Registry to centralize AI agent management and reduce chaos in organizations deploying numerous agents.
DevOps
fromInfoWorld
4 days ago

AWS targets AI agent sprawl with new Bedrock Agent Registry

AWS introduces Agent Registry to help enterprises manage and govern AI agents effectively.
DevOps
fromTheregister
4 days ago

AWS: Agents shouldn't be secret, so we built a registry

AWS Agent Registry enhances visibility and control over AI agents in corporate environments.
DevOps
fromInfoWorld
2 weeks ago

What front-end engineers need to know about AWS

Understanding AWS infrastructure improves front-end debugging and UI performance.
Angular
fromInfoQ
3 weeks ago

Mobile Server-Driven UI at Scale

Nubank's mobile platform team manages infrastructure for a digital banking app serving 115 million customers across 40 million daily users, supporting 3,000 engineers developing features in Flutter, iOS, and Android.
DevOps
fromTechzine Global
1 day ago

Cloudflare introduces new features for building and deploying agents

Cloudflare is transforming AI development with Dynamic Workers, Sandboxes, and Artifacts for secure, scalable, and efficient code execution.
#multi-agent-systems
Web frameworks
fromMedium
4 weeks ago

Why Most Spring Boot Apps Fail in Production (7 Critical Mistakes)

Spring Boot production failures stem from seven critical mistakes including improper dependency injection, configuration errors, and resource management issues that developers can systematically avoid.
#ai
DevOps
fromDevOps.com
4 days ago

CloudBees Delivers on AI Promise to Improve Application Testing - DevOps.com

CloudBees Smart Tests uses AI to prioritize tests, reducing CI/CD processing time significantly.
DevOps
fromTheregister
5 days ago

Rebrand automation as 'zero-token architecture' to master AI

IT professionals can enhance productivity by rebranding existing automations as 'zero-token architecture' to manage AI costs effectively.
DevOps
fromDevOps.com
4 days ago

CloudBees Delivers on AI Promise to Improve Application Testing - DevOps.com

CloudBees Smart Tests uses AI to prioritize tests, reducing CI/CD processing time significantly.
DevOps
fromTheregister
5 days ago

Rebrand automation as 'zero-token architecture' to master AI

IT professionals can enhance productivity by rebranding existing automations as 'zero-token architecture' to manage AI costs effectively.
DevOps
fromInfoQ
3 days ago

Etsy Migrates 1000-Shard, 425 TB MySQL Sharding Architecture to Vitess

Etsy migrated its MySQL sharding infrastructure to Vitess, enhancing data management and enabling resharding capabilities.
DevOps
fromInfoQ
4 days ago

Google Cloud Highlights Ongoing Work on PostgreSQL Core Capabilities

Google Cloud has made significant technical contributions to PostgreSQL, enhancing logical replication, upgrade processes, and system stability.
Software development
fromInfoQ
2 weeks ago

Architectural Governance at AI Speed

GenAI accelerates code production, challenging traditional oversight and necessitating a blend of centralized decision-making with automated governance for architectural cohesion.
DevOps
fromInfoQ
4 days ago

CNCF and Kusari Partner to Strengthen Software Supply Chain Security Across Cloud-Native Projects

CNCF and Kusari collaborate to enhance software supply chain security for cloud-native projects using AI-powered tools.
DevOps
fromTheregister
5 days ago

Nutanix to add KubeVirt support to run VM on K8s at the edge

Nutanix plans to support KubeVirt to enable running both containers and VMs on the edge, enhancing resource efficiency.
DevOps
fromInfoQ
5 days ago

AAIF's MCP Dev Summit: Gateways, gRPC, and Observability Signal Protocol Hardening

MCP Dev Summit 2026 showcased the protocol's readiness for enterprise-scale production with significant advancements and commitments from major companies like Amazon.
DevOps
fromInfoWorld
5 days ago

AWS turns its S3 storage service into a file system for AI agents

S3 Files simplifies access to Amazon S3, enhancing its role as a primary data layer for AI and modern applications.
E-Commerce
fromInfoQ
2 months ago

Theme Systems at Scale: How To Build Highly Customizable Software

Theme systems enable highly customizable, scalable storefronts that let millions of merchants change appearance and layout while maintaining stable performance under massive traffic.
fromTechzine Global
6 days ago

AWS S3 buckets now support file systems

S3 Files is built on Amazon EFS and automatically translates file system operations into S3 requests, allowing applications to work with S3 data without code changes.
DevOps
fromInfoWorld
1 month ago

The right way to architect modern web applications

Modern web applications are no longer just "sites." They are long-lived, highly interactive systems that span multiple runtimes, global content delivery networks, edge caches, background workers, and increasingly complex data pipelines. They are expected to load instantly, remain responsive under poor network conditions, and degrade gracefully when something goes wrong.
Web frameworks
Java
fromAmazon Web Services
2 months ago

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.
DevOps
fromDevOps.com
1 week ago

How AI is Shaping Modern DevOps and DevSecOps - DevOps.com

AI is transforming software delivery, with significant adoption expected by 2028, enhancing efficiency across the software development lifecycle.
fromTechzine Global
2 months ago

Developers struggle with container security

Almost a quarter of those surveyed said they had experienced a container-related security incident in the past year. The bottleneck is rarely in detecting vulnerabilities, but mainly in what happens next. Weeks or months can pass between the discovery of a problem and the actual implementation of a solution. During that period, applications continued to run with known risks, making organizations vulnerable, reports The Register.
Information security
fromdzone.com
2 months ago

Integrating AI-Enhanced Microservices in SAFe 5.0 Framework

The integration of AI-enhanced microservices within the SAFe 5.0 framework presents a novel approach to achieving scalability in enterprise solutions. This article explores how AI can serve as a lean portfolio ally to enhance value stream performance, reduce noise, and automate tasks such as financial forecasting and risk management. The cross-industry application of AI, from automotive predictive maintenance to healthcare, demonstrates its potential to redefine processes and improve outcomes.
Agile
DevOps
fromMedium
1 week ago

Fair Multitenancy-Beyond Simple Rate Limiting

Fair multitenancy ensures equitable infrastructure access for customers, balancing simplicity, performance, and safety in shared environments.
DevOps
fromInfoQ
1 week 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.
Artificial intelligence
fromMedium
2 months ago

Beyond the Monolith: The Rise of the AI Microservices Architecture

LangGraph models AI interactions as a state-machine graph with persistent state, semantic routing, and microservice agents for robust orchestration.
Artificial intelligence
fromInfoQ
2 months ago

[Video Podcast] The Craft of Software Architecture in the Age of AI Tools

Software architecture must be rethought for the age of AI tools, integrating design, platforms, APIs, delivery, and practical experiential guidance for real-world practitioners.
Web frameworks
fromLoicpoullain
1 month ago

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.
DevOps
fromInfoWorld
2 weeks ago

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.
DevOps
fromInfoWorld
3 weeks ago

Designing self-healing microservices with recovery-aware redrive frameworks

A recovery-aware redrive framework prevents retry storms while ensuring all failed requests are eventually processed in complex service systems.
fromInfoWorld
2 months ago

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
DevOps
fromInfoQ
3 weeks ago

Configuration as a Control Plane: Designing for Safety and Reliability at Scale

Configuration in cloud-native systems is a dynamic control plane that directly influences system behavior and reliability at runtime.
Software development
fromInfoQ
1 month ago

Software Evolution with Microservices and LLMs: A Conversation with Chris Richardson

Career evolved from building LISP systems on Unix in the 1980s to pioneering microservices, creating microservices.io, writing Microservices Patterns, and founding Eventuate.
DevOps
fromMedium
4 weeks ago

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.
Software development
fromInfoWorld
2 months ago

Why your next microservices should be streaming SQL-driven

Streaming SQL with UDFs, materialized results, and ML/AI integrations enables continuous, stateful processing of event streams for microservices.
Software development
fromInfoWorld
1 month ago

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.
fromEntrepreneur
2 months ago

Build Enterprise-Grade Applications for Just $50

Developers spend more than 60% of their time debugging and maintaining code rather than building new features, Stack Overflow's Developer Survey reports. If you're running a software development team or building applications for your business, you can use Microsoft Visual Studio Pro to streamline coding workflows with an AI-enhanced development environment that reduces debugging time and accelerates deployment cycles. Best of all, Microsoft Visual Studio Professional 2026 is currently available for only $49.99 (reg. $499.99).
Software development
fromInfoWorld
2 months ago

The 'Super Bowl' standard: Architecting distributed systems for massive concurrency

When I manage infrastructure for major events (whether it is the Olympics, a Premier League match or a season finale) I am dealing with a "thundering herd" problem that few systems ever face. Millions of users log in, browse and hit "play" within the same three-minute window. But this challenge isn't unique to media. It is the same nightmare that keeps e-commerce CTOs awake before Black Friday or financial systems architects up during a market crash. The fundamental problem is always the same: How do you survive when demand exceeds capacity by an order of magnitude?
DevOps
DevOps
fromAmazon Web Services
2 months ago

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.
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
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