DevOps
DevOps

21 minutes ago

DevOps

Containerized data centers help avoid many pitfalls in AI deployments

DevOps

95% of GPU capacity goes unused in Kubernetes clusters

The AI Infrastructure Stack in 2026: Companies Building the Future of AI

AI infrastructure companies are transforming the deployment and scaling of artificial intelligence into full production systems with essential governance and observability.

21 minutes ago

Containerized data centers help avoid many pitfalls in AI deployments

AI hardware manufacturers are consolidating computing power through modular, containerized solutions for faster deployment and improved performance.

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.

The AI Infrastructure Stack in 2026: Companies Building the Future of AI

AI infrastructure companies are transforming the deployment and scaling of artificial intelligence into full production systems with essential governance and observability.

more#ai-infrastructure

QCon San Francisco 2026: 12 Tracks Announced

Senior engineers in 2026 must address challenges in autonomous agents, latency, API re-architecture, and legacy systems at QCon San Francisco.

GitLab Adds Flat-Rate Code Reviews, Free-Tier AI Access, and Spending Caps

GitLab's new pricing model for automated code reviews aims to reduce backlogs and improve efficiency for development teams.

AI Agents in DevOps: Hype vs. Reality in Production Pipelines - DevOps.com

AI agents in DevOps can autonomously detect issues, take actions, and learn from feedback, but their real-world application varies significantly.

Microsoft Foundry Tackles the AI Agent Tool Problem Nobody Talks About - DevOps.com

Toolboxes in Foundry streamline AI agent development by centralizing tool management and authentication, reducing operational friction and enhancing governance.

AI Agents in DevOps: Hype vs. Reality in Production Pipelines - DevOps.com

AI agents in DevOps can autonomously detect issues, take actions, and learn from feedback, but their real-world application varies significantly.

Microsoft Foundry Tackles the AI Agent Tool Problem Nobody Talks About - DevOps.com

Toolboxes in Foundry streamline AI agent development by centralizing tool management and authentication, reducing operational friction and enhancing governance.

more#ai-agents

AWS Transform custom: Enterprise Code Modernization with the Learn-Scale-Improve Flywheel | Amazon Web Services

Enterprise modernization requires addressing coordination challenges across multiple repositories, not just code transformation.

fromMarTech

21 hours ago

What marketers need to know from Google Cloud Next '26 | MarTech

Google Cloud's conference showcased new AI capabilities and partnerships, focusing on integrating Gemini AI into existing tools rather than launching a marketing cloud.

fromBusiness Matters

Legacy ETL Is the Hidden Constraint on AI Execution

AI fails not due to model shortcomings but because legacy ETL cannot support continuous, reliable execution at scale.

Building a Future-Proof Observability Platform to Empower Engineers

Observability in systems relies on context, metrics, traces, and logs to diagnose issues effectively.

How Observability and Telemetry Can Enhance the Practice of Software Engineering

Observability must adapt to modern serverless and event-driven architectures, utilizing OpenTelemetry for effective telemetry and improved system understanding.

fromNew Relic

A Billion Dollars Transacted: Built for What's Next

Efficiency gains from observability allow teams to focus on strategic work and accelerate feature development.

Building a Future-Proof Observability Platform to Empower Engineers

Observability in systems relies on context, metrics, traces, and logs to diagnose issues effectively.

How Observability and Telemetry Can Enhance the Practice of Software Engineering

Observability must adapt to modern serverless and event-driven architectures, utilizing OpenTelemetry for effective telemetry and improved system understanding.

fromNew Relic

A Billion Dollars Transacted: Built for What's Next

Efficiency gains from observability allow teams to focus on strategic work and accelerate feature development.

Self hosting apps for Python people

Self-hosting offers a viable alternative to cloud services, providing control over personal data and applications.

#aws

2 days ago

DevOps

AWS Ends WorkMail and Moves App Runner to Maintenance Mode

DevOps

AWS Bedrock AgentCore gets managed harness and CLI for AI agents

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

AWS Launches Agent Registry in Preview to Govern AI Agent Sprawl Across Enterprises

AWS Introduces S3 Files, Bringing File System Access to S3 Buckets

AWS S3 Files allows users to mount S3 buckets for standard file system access, optimizing data access for various applications.

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.

2 days ago

AWS Ends WorkMail and Moves App Runner to Maintenance Mode

AWS is discontinuing WorkMail and moving App Runner to maintenance mode, along with several other services entering sunset phases.

AWS Bedrock AgentCore gets managed harness and CLI for AI agents

AWS expands Amazon Bedrock AgentCore, enabling developers to create AI agents with just 3 API calls, streamlining the setup process significantly.

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.

AWS Launches Agent Registry in Preview to Govern AI Agent Sprawl Across Enterprises

AWS Agent Registry provides a centralized catalog for managing AI agents, tools, and skills across organizations, addressing agent sprawl and compliance issues.

AWS Introduces S3 Files, Bringing File System Access to S3 Buckets

AWS S3 Files allows users to mount S3 buckets for standard file system access, optimizing data access for various applications.

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.

Implementing a Self-Service Data Platform

Implementing a self-service data platform can empower teams to manage their own data products without constant data engineering support.

fromnews.bitcoin.com

2 days ago

AWS Integrates Chainlink's 3 Services as April Rollout Targets Tokenized Finance Stack

Chainlink Labs launched three oracle services on AWS Marketplace to enhance blockchain tokenization and address the oracle problem.

HashiCorp Vault 2.0 Marks Shift to IBM Lifecycle with New Identity Federation

HashiCorp Vault 2.0 introduces significant updates, including a refined security model and Workload Identity Federation for improved secret management across cloud environments.

Yelp Achieves Zero-Downtime Upgrade of Over 1,000 Cassandra Nodes

Yelp upgraded its Apache Cassandra infrastructure across 1,000 nodes without downtime, showcasing effective management of stateful systems at scale.

What is Cloud Security? Fundamental Guide

Cloud security requires specialized processes and technologies to protect assets and data from evolving threats in a dynamic environment.

fromSecurityWeek

Copperhelm Raises $7 Million for Agentic Cloud Security Platform

Copperhelm raised $7 million for its AI-driven cloud security platform that autonomously monitors and remediates threats in real time.

fromTechRepublic

2 years ago

What is Cloud Security? Fundamental Guide

Cloud security requires specialized processes and technologies to protect assets and data from evolving threats in a dynamic environment.

fromSecurityWeek

Copperhelm Raises $7 Million for Agentic Cloud Security Platform

Copperhelm raised $7 million for its AI-driven cloud security platform that autonomously monitors and remediates threats in real time.

more#cloud-security

3 days ago

Axios npm Supply Chain Compromise - Guidance for Azure Pipelines Customers - Azure DevOps Blog

Malicious versions of Axios were published to npm, affecting CI/CD environments that installed them, but Azure Pipelines itself remains uncompromised.

Capital injection, acquisition further Render Networks in critical infrastructure | Computer Weekly

Render Networks secures $20m AUD funding and acquires mPower Innovations to enhance its execution system for critical infrastructure.

3 days ago

Open source models can find bugs as well as Mythos

Open source models can effectively find bugs comparable to Anthropic's Mythos, according to Ari Herbert-Voss, emphasizing the importance of human expertise in their orchestration.

How to Manage Operations in DevOps Using Modern Technology - DevOps.com

Operations in DevOps now involves supporting faster releases, managing cloud-native environments, improving security, and ensuring reliability at scale.

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

Kubernetes Is Not DevOps : A Short Story

Understanding systems behind tools is crucial for effective DevOps engineering.

DevOps

Ten Great DevOps Job Opportunities - DevOps.com

DevOps.com is launching a weekly jobs report to highlight opportunities for DevOps professionals.

How to Manage Operations in DevOps Using Modern Technology - DevOps.com

Operations in DevOps now involves supporting faster releases, managing cloud-native environments, improving security, and ensuring reliability at scale.

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.

Kubernetes Is Not DevOps : A Short Story

Understanding systems behind tools is crucial for effective DevOps engineering.

Ten Great DevOps Job Opportunities - DevOps.com

DevOps.com is launching a weekly jobs report to highlight opportunities for DevOps professionals.

Datadog digs down into GPU efficiency as AI costs soar

Datadog introduces GPU monitoring to enhance visibility and cost management for AI-driven organizations.

fromZDNET

Built for a hostile internet: Canonical VP of Engineering on Ubuntu 26.04 LTS

Ubuntu 26.04 LTS focuses on resilience, safety, and AI tool improvements for diverse users.

Hybrid clouds have two attack surfaces - so watch both

Hybrid cloud management tools present significant security vulnerabilities that users often overlook.

fromSecuritymagazine

The Security Metric That's Failing You

Measuring patch rates does not equate to a secure environment; real risks often lie in misconfigurations and outdated permissions.

Hybrid clouds have two attack surfaces - so watch both

Hybrid cloud management tools present significant security vulnerabilities that users often overlook.

fromSecuritymagazine

The Security Metric That's Failing You

Measuring patch rates does not equate to a secure environment; real risks often lie in misconfigurations and outdated permissions.

more#cybersecurity

fromwww.businessinsider.com

Marines are speeding up aircraft turnarounds for a scattered future fight and moving more munitions faster to keep up

California Marines are adapting operations to enhance survivability and efficiency against long-range threats by dispersing forces and minimizing aircraft ground time.

Revolutionizing Scaled Agile Frameworks: AI, MuleSoft, AWS

AI, MuleSoft, and AWS can significantly enhance the Scaled Agile Framework by automating metrics and improving decision-making.

fromTechRepublic

DevOps

AI Demand Is Forcing a Rethink of Data Center Power, Cooling

DevOps

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

fromdzone.com

Revolutionizing Scaled Agile Frameworks: AI, MuleSoft, AWS

AI, MuleSoft, and AWS can significantly enhance the Scaled Agile Framework by automating metrics and improving decision-making.

fromTechRepublic

AI Demand Is Forcing a Rethink of Data Center Power, Cooling

AI's rapid growth is challenging data center infrastructure, necessitating rethinking of power, cooling, and construction strategies.

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.

Cloudflare Sandboxes Reach General Availability, Giving AI Agents Persistent Isolated Environments

Cloudflare has launched Sandboxes and Containers for AI workloads, enhancing security, developer experience, and cost efficiency.

DevOps

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

Cloudflare Sandboxes Reach General Availability, Giving AI Agents Persistent Isolated Environments

Cloudflare has launched Sandboxes and Containers for AI workloads, enhancing security, developer experience, and cost efficiency.

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.

Cloudflare Outlines MCP Architecture as Enterprises Confront Security and Governance Risks

Centralized governance and remote infrastructure are essential for secure Model Context Protocol deployments, addressing risks like prompt injection and supply chain attacks.

#azure-devops

Optimizing Git policy management at scale - Azure DevOps Blog

A single improvement in Azure DevOps REST API led to 2x less CPU usage and 10-15x faster execution for managing Git policies.

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.

One-click security scanning and org-wide alert triage come to Advanced Security - Azure DevOps Blog

New capabilities in Azure DevOps simplify application security with one-click CodeQL setup and a unified alerts experience for security teams.

Optimizing Git policy management at scale - Azure DevOps Blog

A single improvement in Azure DevOps REST API led to 2x less CPU usage and 10-15x faster execution for managing Git policies.

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.

One-click security scanning and org-wide alert triage come to Advanced Security - Azure DevOps Blog

New capabilities in Azure DevOps simplify application security with one-click CodeQL setup and a unified alerts experience for security teams.

SUSE Extends AI Agent Reach via MCP Server Integration - DevOps.com

SUSE collaborates with AI providers to enhance IT infrastructure management through the Model Context Protocol (MCP) server integration.

SUSE underestimated demand for VMware alternative, CEO admits

SUSE acknowledges underestimating the demand for VMware migrations and is now prepared to offer solutions for modernizing legacy systems.

SUSE seeks to make VMware migrations a "non-event"

SUSE partners with Cloudbase to integrate Coriolis for seamless migration of virtual machines from VMware and public clouds.

SUSE becomes Oracle-native in Marketplace and on OCI

SUSE's full portfolio is now available on Oracle Marketplace, simplifying deployments for enterprises using Oracle Cloud Infrastructure.

SUSE Extends AI Agent Reach via MCP Server Integration - DevOps.com

SUSE collaborates with AI providers to enhance IT infrastructure management through the Model Context Protocol (MCP) server integration.

SUSE underestimated demand for VMware alternative, CEO admits

SUSE acknowledges underestimating the demand for VMware migrations and is now prepared to offer solutions for modernizing legacy systems.

SUSE seeks to make VMware migrations a "non-event"

SUSE partners with Cloudbase to integrate Coriolis for seamless migration of virtual machines from VMware and public clouds.

SUSE becomes Oracle-native in Marketplace and on OCI

SUSE's full portfolio is now available on Oracle Marketplace, simplifying deployments for enterprises using Oracle Cloud Infrastructure.

more#suse

Automating Incident Investigation with AWS DevOps Agent and Salesforce MCP Server | Amazon Web Services

AWS DevOps Agent automates incident investigation, reducing resolution time from hours to minutes by integrating with Salesforce.

#kubernetes

DevOps

Kubernetes v1.36 enhances security and AI support

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

KubeCraft: Talk to Your Kubernetes Cluster Like a Colleague

Kubernetes v1.36 enhances security and AI support

Kubernetes 1.36 introduces 71 improvements, focusing on access control, hardware failure visibility, and support for AI and batch workloads.

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.

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.

When a Cloud Region Fails: Rethinking High Availability in a Geopolitically Unstable World

Cloud regions are influenced by geopolitical events, necessitating multi-region strategies for resilience against disruptions.

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.

When a Cloud Region Fails: Rethinking High Availability in a Geopolitically Unstable World

Cloud regions are influenced by geopolitical events, necessitating multi-region strategies for resilience against disruptions.

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.

more#cloud-computing

Public Preview: Actual Result for Manual Tests in Azure Test Plans - Azure DevOps Blog

The new feature via the Actual Result field enables you to record precise outcomes for each test step, improving traceability, audit readiness, and collaboration across your teams.

DevOps

Red Hat OpenShift takes sovereign step to Google Cloud Dedicated

Red Hat OpenShift on Google Cloud Dedicated is designed to address several key pillars of digital sovereignty: data residency, technological autonomy, and supply chain resilience. With isolated infrastructure, it must comply with regulations such as the GDPR and regional sovereignty rules.

DevOps

Blackbox replaces two racks of HPE storage with 8U of Everpure | Computer Weekly

Blackbox Hosting has consolidated storage from two full racks down to just 8U of rack space following migration to Everpure FlashArray hardware, achieving a 10:1 data reduction ratio and an 85% reduction in power utilization.

DevOps

fromZDNET

I set up this Linux 'Watchdog' and now my system auto-reboots when it locks up

Watchdog automates the rebooting of Linux systems that lock up, ensuring accessibility and reliability.

Anthropic Introduces Managed Agents to Simplify AI Agent Deployment

Anthropic's Managed Agents streamline agent-based workflows by handling execution complexities, allowing developers to focus on behavior and tools.

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.

fromLondon Business News | Londonlovesbusiness.com

Refurbished IT hardware vs new: How enterprises can cut costs without sacrificing performance - London Business News | Londonlovesbusiness.com

Refurbished IT hardware offers significant cost savings and reliability, making it a strategic choice for modern data centers.

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.

Microsoft's GitHub suspends Copilot account sign-ups

GitHub has paused new Copilot subscriptions to manage resource demands and maintain service quality for existing customers.

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.

Microsoft's GitHub suspends Copilot account sign-ups

GitHub has paused new Copilot subscriptions to manage resource demands and maintain service quality for existing customers.

The DBMS chart that shows Oracle's crown is slowly slipping

Dominant database vendors are losing market share to emerging competitors, with only Microsoft showing growth since 2011.

Practical AgentOps: Getting Started with MLflow 3

MLflow 3.0 enhances generative AI support while ensuring compatibility with traditional ML workflows.

fromnews.bitcoin.com

Curve Founder Urges DeFi Safety Standards After KelpDAO Incident

Michael Egorov stated that recent hacks have exposed a recurring weakness: reliance on centralized points of failure within supposedly decentralized systems. He urged the industry to shift from reactive fixes to preventative design, emphasizing that all issues should be prevented before they happen.

DevOps

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.

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.

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.

fromwww.bankingdive.com

How proactive DEX strengthens IT compliance in financial services

Proactive DEX management helps financial services organizations address compliance challenges by continuously monitoring and improving the digital workplace.

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

Emergency Update for Windows Server Following Reboot Issues

Microsoft released emergency updates for Windows Server to address LSASS crashes and installation issues following the April 2026 Patch Tuesday updates.

AI, energy, and the new rules of cloud sustainability competition | Computer Weekly

Cloud providers offer sustainability metrics, but lack standardization makes it difficult for enterprises to compare workloads effectively.

Claude Opus 4.7 is no Mythos, and that's a good thing

Claude Opus 4.7 improves software engineering, vision, and agentic tasks, but is not the risky Mythos model Anthropic refrains from fully releasing.

fromTNW | Apps

Dropbox is making ChatGPT its productivity hub with three new apps

Dropbox is launching three new apps inside ChatGPT to enhance productivity and streamline coordination tasks for knowledge workers.

fromSecuritymagazine

Democratized Software, Democratized Risk: Who's Accountable When Everyone Codes?

AI-driven coding tools enable non-technical teams to create software, but they introduce vulnerabilities and require clear ownership and governance.

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.

Ease into Azure Kubernetes Application Network

Microsoft has introduced an ambient-based service network for AKS to simplify service mesh scaling and management.

from24/7 Wall St.

Oracle's New AWS Partnership Just Put It Ahead of Azure and Google Cloud

Multicloud setups are essential for enterprise AI, enabling seamless data movement and integration across different cloud providers.

fromNextgov.com

How to scale value without scaling complexity

Platform-as-a-Service has become essential for software delivery, enabling teams to manage complexity and improve efficiency.

Salesforce launches Headless 360 to support agentfirst enterprise workflows

Salesforce's Headless 360 platform enables software agents to execute business processes directly through APIs, enhancing enterprise workflows without human interfaces.

fromApp Developer Magazine

Jentic launch gives AI agents api access

Jentic Mini offers a free, open-source solution for developers to safely deploy agents with controlled access to APIs and workflows.

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.

fromBusiness Matters

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.

Airbnb Migrates High-Volume Metrics Pipeline to OpenTelemetry

The resulting system now ingests over 100 million samples per second in production, showcasing the scalability and efficiency of the new metrics stack.

DevOps

April Patches for Azure DevOps Server - Azure DevOps Blog

Customers should update to the latest version of Azure DevOps Server for security and reliability.

Oracle taps Bloom for fuel cells to support datacenter binge

Bloom Energy expands its partnership with Oracle to provide 2.8 GW of fuel cell systems for US datacenter buildout plans.

Are AI certifications worth the investment?

AI certifications are increasingly essential for IT professionals to translate AI tools into business results and enhance career opportunities.

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.

fromApp Developer Magazine

Tech hiring slumps as Software Developer job postings fall

The technology labor market is cooling, with employers focusing on critical roles and being more selective in hiring.

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.

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.