#stormforge

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#kubernetes
DevOps
fromInfoQ
4 days ago

CNCF Warns Kubernetes Alone Is Not Enough to Secure LLM Workloads

Kubernetes lacks the capability to manage the unique risks posed by large language models in AI deployments.
DevOps
fromInfoWorld
1 week ago

Bringing databases and Kubernetes together

Automating Kubernetes workloads with Operators can provide DBaaS functionality while avoiding provider lock-in.
DevOps
fromMedium
2 weeks 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
fromInfoWorld
13 hours ago

Enterprises are rethinking Kubernetes

Kubernetes is losing its status as the default choice for enterprise application deployment due to operational complexities and rising expectations.
Information security
fromTechzine Global
1 day ago

Kubernetes attack surface explodes: number of threats quadruples

Kubernetes faces a surge in cyberattacks, with a 282% increase in attempts, particularly targeting the IT sector and crypto exchanges.
DevOps
fromInfoQ
4 days ago

CNCF Warns Kubernetes Alone Is Not Enough to Secure LLM Workloads

Kubernetes lacks the capability to manage the unique risks posed by large language models in AI deployments.
DevOps
fromMedium
1 week 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
1 week ago

Bringing databases and Kubernetes together

Automating Kubernetes workloads with Operators can provide DBaaS functionality while avoiding provider lock-in.
DevOps
fromMedium
2 weeks 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.
Web frameworks
fromInfoQ
22 hours ago

Cloudflare Introduces Project Think: A Durable Runtime for AI Agents

Cloudflare's Project Think introduces durable AI agents with a kernel-like runtime, enabling long-lived workloads and preserving execution progress during platform restarts.
Node JS
fromDEV Community
3 days ago

I got tired of wiring the same caching stack every project, so I built LayerCache

LayerCache simplifies caching by stacking multiple layers and handling cache misses efficiently.
Java
fromInfoQ
6 days ago

OpenTelemetry Declarative Configuration Reaches Stability Milestone

OpenTelemetry's declarative configuration specification has reached stable status, enhancing telemetry collection across multiple programming languages.
Agile
fromdzone.com
4 days ago

Rethinking Risk in Agile Software Development

Agile must integrate risk management into workflows to avoid hidden risks and instability in complex software systems.
#ai
Software development
fromDevOps.com
2 weeks ago

If it Isn't Code, it's Just Advice - DevOps.com

AI coding agents struggle with third-party systems and dashboard configurations, limiting their effectiveness in automation and verification.
Software development
fromDevOps.com
2 weeks ago

If it Isn't Code, it's Just Advice - DevOps.com

AI coding agents struggle with third-party systems and dashboard configurations, limiting their effectiveness in automation and verification.
#azure-devops
DevOps
fromAzure DevOps Blog
8 hours ago

Azure DevOps MCP Server April Update - Azure DevOps Blog

Azure DevOps MCP Servers receive updates including new WIQL query tools, annotations for safer tool use, and personal access token support.
DevOps
fromAzure DevOps Blog
1 month ago

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.
DevOps
fromAzure DevOps Blog
8 hours ago

Azure DevOps MCP Server April Update - Azure DevOps Blog

Azure DevOps MCP Servers receive updates including new WIQL query tools, annotations for safer tool use, and personal access token support.
DevOps
fromAzure DevOps Blog
1 month ago

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.
#scale-computing
Scala
fromTechzine Global
6 days ago

New Scale Computing gets new Velocity Partner Program

Scale Computing revamps its partner program to address market changes and strengthen relationships with partners amid industry challenges.
Software development
fromTechzine Global
5 days ago

Scale sets edge platform's software ever more free from hardware constraints

Scale Computing is reducing hardware requirements for its software, allowing more flexibility for partners and customers in choosing hardware platforms.
Scala
fromTechzine Global
6 days ago

New Scale Computing gets new Velocity Partner Program

Scale Computing revamps its partner program to address market changes and strengthen relationships with partners amid industry challenges.
Software development
fromTechzine Global
5 days ago

Scale sets edge platform's software ever more free from hardware constraints

Scale Computing is reducing hardware requirements for its software, allowing more flexibility for partners and customers in choosing hardware platforms.
#github
Software development
fromDeveloper Tech News
6 hours ago

GitHub restricts Copilot as agentic AI workflows strain infrastructure

GitHub restricts Copilot access due to overwhelming compute demands from modern agentic workflows, enforcing stricter usage limits for developers.
DevOps
fromInfoQ
22 hours ago

GitHub Acknowledges Recent Outages, Cites Scaling Challenges and Architectural Weaknesses

GitHub acknowledged recent service disruptions due to rapid growth and infrastructure limitations, impacting developer workflows and confidence in the platform.
Software development
fromDeveloper Tech News
6 hours ago

GitHub restricts Copilot as agentic AI workflows strain infrastructure

GitHub restricts Copilot access due to overwhelming compute demands from modern agentic workflows, enforcing stricter usage limits for developers.
DevOps
fromInfoQ
22 hours ago

GitHub Acknowledges Recent Outages, Cites Scaling Challenges and Architectural Weaknesses

GitHub acknowledged recent service disruptions due to rapid growth and infrastructure limitations, impacting developer workflows and confidence in the platform.
Web frameworks
fromInfoQ
1 day ago

Building Production-Ready tRPC APIs: The TypeScript Alternative to Apollo Federation

tRPC provides end-to-end type safety, significantly reducing API bugs and improving performance compared to GraphQL Federation.
DevOps
fromDevOps.com
5 days ago

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

Full-stack engineers now integrate DevOps practices, managing the entire software process from code to cloud, emphasizing early testing and automation.
Artificial intelligence
fromDevOps.com
1 week 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.
Node JS
fromInfoQ
6 days ago

Using AWS Lambda Extensions to Run Post-Response Telemetry Flush

Lambda extensions enable post-response work, improving API response times by managing telemetry flushing without impacting request handling.
Angular
fromMedium
2 weeks ago

A dev's guide to prompting Bit Cloud the right way

Bit Cloud prioritizes a component-first approach, proposing structure before implementation to facilitate better architectural decisions.
Web frameworks
fromInfoQ
4 days ago

Speed at Scale: Optimizing the Largest CX Platform Out There

Optimizing performance in customer experience platforms involves addressing challenges rather than focusing solely on the latest technologies.
DevOps
fromTechzine Global
9 hours ago

95% of GPU capacity goes unused in Kubernetes clusters

GPU and CPU usage remains low despite rising cloud costs, highlighting inefficiencies in resource utilization as Kubernetes adoption increases.
Software development
fromInfoQ
5 days ago

Platform as a Product: Delivering Value While Balancing Competing Priorities

Software platforms should be treated as products, requiring a balance of engineering, design, usability, and value for success.
DevOps
fromDevOps.com
14 hours ago

Grafana Labs Extends Observability Reach Deeper Into AI - DevOps.com

Grafana Labs has enhanced its observability platform with AI capabilities and introduced new tools for AI application monitoring and data collection.
DevOps
fromInfoQ
1 day ago

Event-Driven Patterns for Cloud-Native Banking - What Works, What Hurts?

Event-driven architecture in regulated industries offers benefits and challenges that need careful consideration.
fromInfoQ
1 day ago

Engineering Stable, Secure and Scalable Platforms: A Conversation with Matthew Liste

I was always a tinkerer, I guess. I grew up in the age where computers were not ubiquitous or common. An experience as a kid was instrumental in how my career happened.
DevOps
Online Community Development
fromInfoQ
1 month 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.
DevOps
fromComputerWeekly.com
1 day ago

Storage implications of a modern IT architecture | Computer Weekly

Organizations are increasingly using containers to modernize applications and manage both cloud-native and traditional workloads with Kubernetes.
fromMedium
1 month ago

Modernizing Kubernetes Traffic: A Guide to the Gateway API Migration

If Ingress is the Legacy Path, then the Gateway API is the modern highway. In this guide, I will walk you through a complete migration demonstrating how to swap out your old Ingress controllers for Envoy Gateway. We won't just move traffic; we'll leverage Envoy's power to implement seamless request mirroring and more robust, path-based routing that was previously hidden behind complex annotations.
Web development
DevOps
fromInfoQ
3 days ago

AWS Announces General Availability of DevOps Agent for Automated Incident Investigation

AWS has launched DevOps Agent, an AI-powered assistant for troubleshooting and automating tasks in AWS environments.
DevOps
fromInfoWorld
5 days ago

Ease into Azure Kubernetes Application Network

Microsoft has introduced an ambient-based service network for AKS to simplify service mesh scaling and management.
DevOps
fromInfoWorld
4 days ago

When cloud giants neglect resilience

Cloud outages highlight reliability issues as providers prioritize cost-cutting over service stability, raising questions about acceptable levels of unreliability.
Tech industry
fromTechzine Global
1 month ago

The Zero-Drift Frontier: Modern Edge Demands on Kubernetes

Edge computing has evolved from optional additions to critical enterprise infrastructure, requiring robust offline capabilities and autonomous operation to prevent costly business disruptions.
#devops
DevOps
fromDevOps.com
6 days ago

FinOps Isn't Slowing You Down - It's Fixing Your Pipeline - DevOps.com

Cost visibility should be integrated into DevOps workflows to manage cloud efficiency effectively.
fromInfoQ
2 months ago
Software development

DevOps Modernization: AI Agents, Intelligent Observability and Automation

DevOps
fromDevOps.com
6 days ago

FinOps Isn't Slowing You Down - It's Fixing Your Pipeline - DevOps.com

Cost visibility should be integrated into DevOps workflows to manage cloud efficiency effectively.
DevOps
fromMedium
1 week ago

Kubernetes Is Not DevOps : A Short Story

Understanding systems behind tools is crucial for effective DevOps engineering.
fromInfoQ
2 months ago
Software development

DevOps Modernization: AI Agents, Intelligent Observability and Automation

DevOps
fromInfoQ
1 week 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.
Web frameworks
fromMedium
1 month 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.
DevOps
fromInfoWorld
5 days ago

The agent tier: Rethinking runtime architecture for context-driven enterprise workflows

Digital workflows in large enterprises struggle to adapt to contextual variations, leading to increased complexity and challenges in customer onboarding processes.
DevOps
fromInfoQ
5 days ago

Cloudflare Launches Code Mode MCP Server to Optimize Token Usage for AI Agents

Cloudflare's Model Context Protocol significantly reduces API interaction costs for AI agents, enhancing efficiency and enabling better task reasoning.
DevOps
fromInfoWorld
2 weeks ago

The Terraform scaling problem: When infrastructure-as-code becomes infrastructure-as-complexity

Terraform scales well for small teams but faces significant challenges as organizations grow, leading to complexity and management issues.
DevOps
fromNew Relic
2 weeks ago

Cloud Monitoring Best Practices For Reliable, Unified Observability

Effective cloud monitoring focuses on unifying telemetry and providing context for engineers to make informed decisions.
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
Business intelligence
fromDevOps.com
1 month ago

Why OpenTelemetry Is Paving the Way for the Rise of the Observability Warehouse - DevOps.com

OpenTelemetry adoption drives observability architecture toward unified warehouse models that centralize logs, metrics, and traces for scalable, cost-effective real-time operational intelligence.
DevOps
fromDevOps.com
2 weeks 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.
Artificial intelligence
fromInfoWorld
2 months ago

The death of reactive IT: How predictive engineering will redefine cloud performance in 10 years

Predictive engineering enables autonomous, anticipatory cloud operations that prevent outages, optimize resources, and replace reactive war-room operations.
DevOps
fromMedium
2 weeks ago

Fair Multitenancy-Beyond Simple Rate Limiting

Fair multitenancy ensures equitable infrastructure access for customers, balancing simplicity, performance, and safety in shared environments.
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.
DevOps
fromTechzine Global
3 weeks ago

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.
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.
Artificial intelligence
fromInfoQ
1 month ago

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.
fromDevOps.com
2 months ago

Bot-Driven Development: Redefining DevOps Workflow - DevOps.com

Industry professionals are realizing what's coming next, and it's well captured in a recent LinkedIn thread that says AI is moving on from being just a helper to a full-fledged co-developer - generating code, automating testing, managing whole workflows and even taking charge of every part of the CI/CD pipeline. Put simply, AI is transforming DevOps into a living ecosystem, one driven by close collaboration between human judgment and machine intelligence.
Software development
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.
DevOps
fromNew Relic
4 weeks ago

Automate Log Management via Terraform

Practicing log management as code enhances standardization, performance, security, and cost optimization across services.
DevOps
fromInfoWorld
4 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.
DevOps
fromDevOps.com
4 weeks ago

From AI Code to Production: The Case for FeatureOps - DevOps.com

AI coding tools are widely used, but increased usage leads to decreased delivery stability and a control gap in understanding code impact.
fromMedium
1 year ago

Modern Web Architectures: Composability with Harmony

Over the past decade, software development has undergone a massive transformation due to continuous innovations in tools, processors and novel architectures. In the past, most applications were monoliths and then shifted to microservices, and now we find ourselves embracing composability - a paradigm that prioritizes modular, reusable, and flexible software design. Instead of writing separate, tightly coupled applications, developers now compose software using reusable business capabilities that can be plugged into multiple projects. This enables greater scalability, maintainability, and collaboration across teams and organizations. At the heart of this movement is Bit Harmony, a framework designed to make composability a first-class citizen in modern web development.
Software development
Software development
fromTechzine Global
2 months ago

Dynatrace offers developers new observability tools

Dynatrace adds developer tools and agentic AI to transform observability into an intelligent control layer that guides and protects real-time software delivery.
DevOps
fromInfoQ
1 month 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
fromLoopwerk
2 months ago

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.
fromDevOps.com
1 month ago

What to do About AI's Forced Rethink of Reliability in Modern DevOps - DevOps.com

For years, reliability discussions have focused on uptime and whether a service met its internal SLO. However, as systems become more distributed, reliant on complex internet stacks, and integrated with AI, this binary perspective is no longer sufficient. Reliability now encompasses digital experience, speed, and business impact. For the second year in a row, The SRE Report highlights this shift.
Software development
Software development
fromDevOps.com
1 month ago

Sonar Unfurls Framework for Managing DevOps Workflows in the Age of AI - DevOps.com

Sonar launched the Agent Centric Development Cycle framework to modernize continuous integration for AI-driven coding with enhanced security and governance tools.
DevOps
fromMedium
1 month 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

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.
fromDevOps.com
1 month 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
fromDevOps.com
1 month ago

Harness Readies Resilience Testing Platform to Make Applications More Robust - DevOps.com

The Harness Resilience Testing platform extends the scope of the tests provided to include application load and disaster recovery (DR) testing tools that will enable DevOps teams to further streamline workflows.
DevOps
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
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.
DevOps
fromTechzine Global
2 months ago

Culture, not code, is the biggest challenge for Kubernetes

Cloud native technologies are widely adopted, but further growth depends on overcoming cultural resistance within organizations rather than technical limitations.
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