IT Operations
Top Stories
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News
11 Sep 2026
DOJ reportedly probes Nvidia-Groq deal for antitrust concerns
Nvidia-Groq agreement raises questions about whether the AI chip companies are using the licensing and hiring deal to avoid antitrust review. Continue Reading
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Feature
10 Sep 2026
6 IT/OT convergence trends IT leaders should watch in 2026
As IT and OT converge, leaders face new opportunities and risks around connected devices, data quality, cybersecurity, team structures and legacy technology. Continue Reading
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News
17 Mar 2026
Nvidia NemoClaw, JFrog shore up OpenClaw security
OpenClaw's viral popularity shows AI agents have arrived, according to Jensen Huang, but it's also highlighted the new application security risks they pose. Continue Reading
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News
16 Mar 2026
IT leaders share enterprise AI change management tips
An Insight Enterprises CTO, an ex-Google AI lead, and SRE leaders from Telus offer tips to enterprise IT leaders struggling to cut through AI noise and realize business value. Continue Reading
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Tip
16 Mar 2026
Building a strong DevOps culture: A guide for business leaders
An effective DevOps culture blends collaboration, shared accountability, automation and continuous learning, with leadership aligning incentives to drive better delivery outcomes. Continue Reading
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News
13 Mar 2026
NanoClaw AI agents find a home in Docker Sandboxes
The minimal, containerized alternative to the viral OpenClaw gets an added dose of isolation from Docker microVMs, as 'AI claws' proliferate. Continue Reading
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News
10 Mar 2026
Microsoft 365 E7 adds AI governance; prices draw critiques
Microsoft's Agent 365 is the vendor's answer to enterprise AI agent qualms, but a pricey tie-in for the "work-in-progress" platform with Microsoft 365 raised eyebrows this week. Continue Reading
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Tip
10 Mar 2026
Beyond automation: Using GenAI to modernize IT operations
GenAI modernizes IT operations by enabling proactive automation, faster incident resolution, smarter capacity planning and governed scaling across hybrid environments. Continue Reading
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News
05 Mar 2026
AppDev leaders eye Postman AI tools for API development
Postman's agentic automation could add efficiency and ease of use, plus specialized context and governance guardrails, as AI apps reshape API development. Continue Reading
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News
05 Mar 2026
SaaSpocalypse? Maybe not, but SaaS applications are changing
It's unlikely that SaaS is undergoing an extinction-level event, IT leaders say, but AI is disrupting software in ways that enterprises must learn to navigate effectively. Continue Reading
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Tip
04 Mar 2026
Observability's role in mitigating IT security risks
Observability expands IT security beyond traditional monitoring, enabling deeper threat detection, predictive risk insight, faster response and stronger forensics. Continue Reading
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Tip
02 Mar 2026
How proactive observability transforms IT operations
Proactive observability replaces reactive monitoring with AI-driven, full-stack visibility that predicts degradation, reduces downtime, speeds resolution and aligns IT performance. Continue Reading
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News
26 Feb 2026
ServiceNow touts AI governance for its Autonomous Workforce
As an enterprise trust gap persists for autonomous AI agents, ServiceNow pledges strong platform controls for a new set of specialist agents, beginning with the L1 service desk. Continue Reading
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News
24 Feb 2026
New Relic plans to expand AI agent observability
New Relic will update its observability tools with new agentic AI features but will stick to its domain of expertise and a partnership strategy for broader forms of IT automation. Continue Reading
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News
24 Feb 2026
Red Hat, Nvidia tighten integration with AI Factory
Red Hat and Nvidia knit together a software stack, called AI Factory, meant to get AI in enterprise production faster. Red Hat also rolled out a new AI Enterprise product bundle. Continue Reading
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Tip
24 Feb 2026
Observability vs. monitoring: What's the difference?
Although observability and monitoring are different concepts, they aren't mutually exclusive; both provide IT administrators with valuable insights on their systems. Continue Reading
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Video
20 Feb 2026
Kelsey Hightower's advice for platform engineers as AI looms
In this episode of IT Ops Query, Kelsey Hightower breaks down the current state -- and future -- of platform engineering in the AI era, plus skills development tips for IT leaders. Continue Reading
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Feature
19 Feb 2026
Top 10 DevOps trends to watch in 2026
DevOps in 2026 is evolving fast, with AI-driven automation, platform teams, smarter tools, cost-aware deployments and new skills redefining how software is built and run. Continue Reading
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Tip
17 Feb 2026
5 ways to achieve rapid IT incident resolution
Rapid IT incident resolution is a business capability driven by unified visibility, automation, clear escalation, strong documentation and business-focused prioritization. Continue Reading
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Definition
11 Feb 2026
What is observability? The ultimate guide for IT teams
Observability is a management strategy focused on keeping the most relevant, important and core issues at or near the top of an operations process flow. Continue Reading
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News
05 Feb 2026
OpenAI Frontier AI agent platform targets enterprises
HP, Intuit, Oracle, State Farm, Thermo Fisher and Uber are signed on to work with OpenAI engineers on overcoming what the vendor describes as "the capability overhang." Continue Reading
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Tip
05 Feb 2026
7 observability best practices to improve visibility, performance
Observability enables organizations to analyze data on a continuous basis and act on it quickly. Learn best practices for implementing the practice. Continue Reading
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News
04 Feb 2026
AI security worries stall enterprise production deployments
From Big Tech executives at Cisco's AI Summit this week to market research, the industry is waking up to a major hindrance in enterprise AI adoption. Continue Reading
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Video
02 Feb 2026
Atlassian Rovo AI platform grows to 3 million monthly users
In this episode of IT Ops Query, Atlassian's Jamil Valliani discusses how the company grew its Rovo AI user base by eliminating adoption barriers and meeting users where they are. Continue Reading
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Feature
30 Jan 2026
Outlook on IT infrastructure trends, challenges in 2026
In an age of AI, cyberthreats and outages, having a firm foundation for your technology is critical. Explore IT infrastructure trends and advice to keep your enterprise running. Continue Reading
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News
28 Jan 2026
Dynatrace AI agents draw on new observability integrations
Dynatrace rolls out AI agents grounded in a newly consolidated observability data back end and user interfaces, as enterprise AI ROI now hinges on context engineering. Continue Reading
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Tip
28 Jan 2026
21 tasks to automate today to streamline IT operations
Prioritize IT automation by ROI and domain to boost security and efficiency. Discover the top tasks to automate now and start seeing results. Continue Reading
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News
23 Jan 2026
DevSecOps AI agents add platform context, woo enterprises
GitLab and Harness rolled out new AI agents, drawing interest from IT organizations with platform context and pricing. Continue Reading
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Opinion
22 Jan 2026
Minding the gap between prototype and production
Five software releases targeting one problem: getting from "it works" to deployed. Continue Reading
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Feature
22 Jan 2026
Top 4 IT monitoring tools for 2026
Effective monitoring is a cornerstone of any IT environment. Examine the available tool options for IT monitoring, and compare their features, benefits and costs. Continue Reading
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Tip
20 Jan 2026
Top 8 observability tools for 2026
Observability tools can help developers and IT administrators improve the delivery, performance and customer experience of applications and avoid potential issues. Continue Reading
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News
15 Jan 2026
IBM prepares hybrid cloud twist for sovereign AI
IBM Sovereign Core proposes a control plane for AI apps that doesn't rely on any single public cloud provider, which will appeal to some large enterprises, analysts said. Continue Reading
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News
14 Jan 2026
Dynatrace DevCycle buy continues observability consolidation
The combination boosts users' direct control over software rollouts, but it's far from the only newly diversified tool available for shops looking to consolidate. Continue Reading
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Feature
14 Jan 2026
Top 8 observability trends to watch in 2026
Growing cloud, edge and AI complexity is driving IT teams to mature observability, using insights to boost reliability, reduce MTTR and link IT performance to business outcomes. Continue Reading
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Tip
13 Jan 2026
Configure domain controllers after Server 2025 upgrade
Windows Server 2025 has many new features, but how can you get the most from them? Use this tutorial to configure AD domain controllers and optimize your environment post-upgrade. Continue Reading
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News
12 Jan 2026
Enterprise IT awaits ripple effect from Nvidia Vera Rubin
Mainstream enterprises are unlikely to own an Nvidia Vera Rubin rack-scale system, but could feel its effect on cloud services, according to analysts and early AI adopters. Continue Reading
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Opinion
09 Jan 2026
3 essential transformations to escape AI stagnation in 2026
Despite initial hype and investment, many IT orgs are not seeing returns on AI initiatives -- but a shift is coming. Will this be the year that AI changes business as we know it? Continue Reading
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Tip
08 Jan 2026
10 DevOps engineer skills to add to your resume
DevOps plays a critical role in modern IT. As app development and deployment practices change, orgs will seek pros with hands-on experience -- and the skills to match. Continue Reading
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Tip
06 Jan 2026
Top 11 IT governance best practices for 2026
Modern IT governance aligns technology with business goals, manages risk, optimizes resources and uses frameworks like COBIT, ITIL and NIST to improve efficiency and compliance. Continue Reading
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Tip
18 Dec 2025
Microsoft Applied Skills program puts expertise to the test
Microsoft's Applied Skills help IT pros validate hands-on technical expertise and real-world skills. But what sets these credentials apart from traditional certifications? Continue Reading
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News
17 Dec 2025
Free Docker Hardened Images challenge Chainguard
Docker calls out Chainguard by making all its hardened container images available free, while Chainguard expands its support for open source security. Continue Reading
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Tip
17 Dec 2025
Optimize your IT budget for 2026
Maximize shrinking IT budgets by assessing current resources, aligning projects with business goals, optimizing costs and continually supporting staff development. Continue Reading
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Tip
16 Dec 2025
4 ways to prepare IT departments for AI-driven change
CIOs must guide IT through AI-driven role shifts by reskilling teams and updating governance. Start planning now to ensure your operations remain resilient. Continue Reading
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News
12 Dec 2025
Geek gifts 2025: nostalgia and a human touch
Believe it or not, even tech geeks can use a break from technology sometimes. This year, authentic gifts that bring back memories are a gift giver's best bet. Continue Reading
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Tip
12 Dec 2025
Essential KPI considerations for IT operations managers
Various KPIs measure IT's operational efficiency and how well it supports business goals, but the right metrics provide actionable insights and demonstrate the overall value of IT. Continue Reading
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News
09 Dec 2025
IBM's Confluent buy has observability, IT ops implications
IBM's $11 billion deal for another open source software company raises possibilities for its Red Hat and HashiCorp portfolios, and for some, uneasy echoes of the past. Continue Reading
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Tip
09 Dec 2025
7 task automation tools to increase productivity in 2026
Explore task automation tools that save time and reduce risks for IT operations by automating routine tasks, improving efficiency and minimizing errors. Continue Reading
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News
05 Dec 2025
AWS AI Factories target hybrid cloud AI infrastructure
AWS throws its hat in the hybrid cloud AI infrastructure management ring against established enterprise competitors, including Oracle, HPE and Dell. Continue Reading
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News
05 Dec 2025
Atlassian's Secoda acquisition adds data catalog for Rovo AI
Atlassian's buy parries ServiceNow's Data.world and Salesforce's Informatica acquisitions as enterprise service management vendors race to enhance AI data catalogs. Continue Reading
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Answer
05 Dec 2025
AIOps vs. MLOps: How are they different?
Another -Ops has entered the arena: MLOps. Is it just another buzzword, or does the term hold its own weight? Learn more about it and how it compares to AIOps. Continue Reading
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Podcast
20 Nov 2025
Cloud-native platform engineering in the enterprise
The director of engineering for a Fortune 20 automotive company spoke on the latest cloud-native tools for platform engineering, and the challenges and opportunities ahead with AI. Continue Reading
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Tip
20 Nov 2025
Understand the basics of Microsoft hybrid identity
Microsoft hybrid identity combines on-premises AD resources and cloud-based Entra ID capabilities to create a seamless access experience across environments. Continue Reading
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Tip
19 Nov 2025
Solving IT's talent shortage: Tips for recruitment and retention
CIOs face mounting talent challenges as tech skills rapidly become obsolete and companies poach top performers. Five proven strategies help retain staff and build capabilities. Continue Reading
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Tip
18 Nov 2025
Using GitHub Copilot to accelerate PowerShell scripting
Learn how to work with GitHub Copilot to write scripts, refactor legacy code and streamline Azure automation with best practices in mind. Continue Reading
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News
14 Nov 2025
Kubernetes AI progress in 2025 and the road ahead
Presentations at KubeCon 2025 detailed efforts since last year's conference to enhance support for AI on Kubernetes platforms and previewed what's ahead. Continue Reading
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Podcast
13 Nov 2025
CNCF surveys highlight cloud-native AI connections
Cloud-native infrastructure aligns closely with AI in two new CNCF surveys, thanks in part to platform engineering and other abstractions that make it more user-friendly. Continue Reading
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News
13 Nov 2025
CNCF Kubernetes AI program faces scrutiny from IT analysts
CNCF is positioning Kubernetes as a standard infrastructure for AI, but analysts questioned the level of participation by one major AI player in its new conformance program. Continue Reading
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Feature
12 Nov 2025
12 key IT operations trends to watch in 2026
Organizations must embrace AI-driven infrastructure, edge computing and hybrid cloud strategies in 2026 to overcome talent shortages and achieve sustainable IT operations. Continue Reading
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News
12 Nov 2025
Northrop Grumman, Ford prep AI infrastructure with OpenShift
The defense contractor leaned on OpenShift AI and GitOps as it installed a 30,000-core GPU farm, while the automaker established workload identity federation across clouds. Continue Reading
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Conference Coverage
12 Nov 2025
KubeCon + CloudNativeCon 2025 news coverage
This guide to KubeCon + CloudNativeCon North America 2025 features updates from the event, related news to prep for the show and highlights from this year's European conference. Continue Reading
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News
10 Nov 2025
IBM Apptio deepens FinOps ties with HashiCorp Terraform
Cloudability Governance succeeds last year's CostGuard, with FinOps tagging policy enforcement in Terraform and bidirectional data sharing. Continue Reading
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Conference Coverage
10 Nov 2025
Microsoft Ignite 2025 conference coverage
Our guide to Microsoft Ignite 2025 has everything you need to know about the annual conference, including live news updates, expert analysis and highlights from last year's show. Continue Reading
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Definition
06 Nov 2025
Agentic process automation: The enterprise guide to autonomous AI workflows
Agentic process automation, also known as agentic automation, is an automation approach that integrates autonomous AI agents and advanced AI technologies to perform tasks with minimal human intervention. Continue Reading
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Tip
06 Nov 2025
Top 10 AIOps use cases and challenges
AIOps transforms reactive IT operations into proactive, automated systems with predictive analytics, but it requires strategic planning to overcome implementation challenges. Continue Reading
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Tutorial
30 Oct 2025
Automating domain joins for Azure VMs with Terraform
Streamline the provisioning of Windows VMs in Azure, then securely join them to the on-premises AD domain using Terraform in combination with Azure Key Vault. Continue Reading
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Tip
30 Oct 2025
6 IT operations management best practices you need to know
ITOM staff are vital to IT platform performance, but organizations must limit human interaction and use AI -- with caution -- and automation to keep everything running smoothly. Continue Reading
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Opinion
27 Oct 2025
3 questions to ask to avoid a common AI pitfall
Most organizations fail to see returns from AI investments. Success requires committed leadership, specific process-focused use cases and rapid value delivery. Continue Reading
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News
27 Oct 2025
Glut of AI agent tools faces paradox of choice, skills gap
According to Gartner, there are already more AI agent providers than the market needs, while IT buyers planning to adopt agents face a learning curve to use them effectively. Continue Reading
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Tutorial
27 Oct 2025
Checking Exchange Online health with PowerShell automation
Learn how to use scripts to streamline Exchange Online monitoring, produce reports and address issues related to mail flow and other key areas before they affect your organization. Continue Reading
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News
23 Oct 2025
Dell, IBM/Red Hat AI infrastructure moves target Broadcom
Big rivals upped the ante in turnkey AI infrastructure platforms this month as all jockey for position in the developing enterprise AI market. Continue Reading
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Tutorial
21 Oct 2025
Guide to Windows storage management using Storage Spaces
Windows Storage Spaces is an alternative approach to traditional storage management that provides increased flexibility and scalability in a straightforward configuration process. Continue Reading
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Tip
17 Oct 2025
Plan your domain controller migration to Windows Server 2025
Windows Server 2025 offers a slew of new Active Directory features, but users must migrate their domain controllers before they can realize the benefits. Continue Reading
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Tutorial
09 Oct 2025
See PowerShell parameter default values in action
Learn how to build PowerShell functions that work in multiple scenarios and stay easy to manage, even as your scripts grow more complex. Continue Reading
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Tutorial
08 Oct 2025
Configure AD sites for optimized replication topology
AD sites configuration optimizes replication by mapping physical network topology -- locations, WAN links, subnets and domain controllers -- for efficient database synchronization. Continue Reading
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Tip
08 Oct 2025
Test conditional access with Microsoft Entra ID What If tool
Admins should employ regular use of this simulation tool to ensure conditional access policies have no conflicts and avoid access problems that can slow down users. Continue Reading
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Tutorial
07 Oct 2025
Use PSResourceGet to manage PowerShell modules and scripts
The updated package manager for PowerShell improves performance, simplifies module management and streamlines repository handling to free up time for automation tasks. Continue Reading
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Tip
06 Oct 2025
Top PowerShell disk management commands for Windows storage
These PowerShell cmdlets and scripts simplify Windows Server storage management by displaying existing storage information and creating or removing disk resources. Continue Reading
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Tip
01 Oct 2025
5 essential OpenShift use cases for IT operations teams
OpenShift can be used for application modernization, DevOps pipeline integration, infrastructure and compute resource management, and onboarding and training environments. Continue Reading
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News
29 Sep 2025
IBM - HashiCorp AI roadmap takes shape at HashiConf
The combined companies revealed plans to support AI agents and natural language interfaces for IT automation tools at the annual HashiCorp conference. Continue Reading
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News
25 Sep 2025
HashiCorp Terraform actions adds 'Day 2' ops, Ansible ties
The beta feature and another long-requested update called Terraform search drew strong interest from attendees at HashiConf this week. Continue Reading
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Feature
24 Sep 2025
12 IT skills development strategies to close gaps in IT ops
Strategic approaches to IT operations skills gaps include assessment programs, training, mentorship and automation -- essential elements for organizational agility and innovation. Continue Reading
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Feature
22 Sep 2025
The most in-demand tech skills for IT ops careers in 2025
From DevOps automation to AI implementation, tomorrow's IT operations demands mastery of six critical skill areas reshaping the industry landscape and defining career success. Continue Reading
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Tutorial
19 Sep 2025
How to join Linux to an Active Directory domain
This tutorial explains the benefits of this integration, how to connect Linux systems to the Microsoft directory service and how to troubleshoot authentication issues. Continue Reading
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Definition
18 Sep 2025
What is hardware security?
Hardware security is vulnerability protection that comes in the form of a physical device rather than software installed on a computer system's hardware. It also refers to the protection of physical systems from harm. Continue Reading
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News
18 Sep 2025
Harness takes aim at AI 'bottleneck' with DevSecOps agents
The vendor's new agentic features are included in products that already have a track record in AI-driven automation, as coding agents swamp software delivery pipelines. Continue Reading
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Tutorial
16 Sep 2025
How to find and customize your PowerShell profile
Give a more streamlined approach to PowerShell by learning how to customize your PowerShell profile to optimize workflows, enhance security and adapt to different environments. Continue Reading
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News
12 Sep 2025
Splunk preps OpenLLMetry tie-ins for deeper AI monitoring
Detailed visibility into internal communications will be essential to enterprise trust in AI agents, and something Splunk and the OpenTelemetry project intend to offer. Continue Reading
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Tip
12 Sep 2025
How to work with Jumpstart ArcBox for IT Pros
Get familiar with Microsoft's ready-to-deploy environment that simulates real scenarios to help admins to learn hybrid cloud management through the company's Azure Arc tool. Continue Reading
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Feature
11 Sep 2025
How AI in training and development can bridge IT talent gaps
AI helps organizations combat IT skills gaps with targeted analysis, workflow automation, real-time support and code generation, enhancing employee retention and operational agility. Continue Reading
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News
10 Sep 2025
Under Cisco, Splunk AI roadmap tees up pricing overhaul
Splunk's plans to develop a federated AI data management platform for Cisco will include a new pricing program that lowers data ingestion costs. Continue Reading
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News
08 Sep 2025
Cisco-Splunk strategy shift unveiled with Data Fabric
Cisco Data Fabric emphasizes bringing Splunk analytics to data where it lives, rather than a central ingestion point, and will add more third-party data sources such as Snowflake. Continue Reading
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Feature
04 Sep 2025
10 advanced incident response strategies for ITOps
Learn how to upgrade your incident response strategy with 10 advanced techniques that transform reactive security into proactive, resilient defense. Continue Reading
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Tip
04 Sep 2025
Admin's guide to Azure Arc Hyper-V management
Azure Arc centralizes Hyper-V management via the Azure portal and enables remote administration from devices without requiring a VPN. Continue Reading
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Tutorial
03 Sep 2025
Azure Arc setup tips for on-premises server management
Admins should explore their patching options now that Microsoft deprecated WSUS. Azure Arc offers integration with Azure to give the operations team a unified management approach. Continue Reading
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News
02 Sep 2025
New VMware private AI infrastructure rethinks Tanzu, again
Broadcom's VMware finally abandons a long effort to unify Kubernetes with Cloud Foundry as it battles cloud and virtualization rivals on multiple fronts. Continue Reading
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Feature
02 Sep 2025
19 top distributed tracing tools to know about
Distributed tracing tools help development and DevOps teams monitor microservices applications and resolve performance issues. Here are details on 19 notable tools. Continue Reading
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News
26 Aug 2025
VMware adds to AI 'jump ball' effect with Tanzu upgrades
Broadcom's virtualization software business is fortifying its Tanzu offerings with a focus on AI and security. Continue Reading
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Feature
21 Aug 2025
Azure Local aims to answer shifting needs of the enterprise
Microsoft looks to provide a consistent Azure-style experience with its latest infrastructure offering for organizations that face challenges with data sovereignty and compliance. Continue Reading
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Definition
20 Aug 2025
What is defragmentation?
Defragmentation, also known as 'defragging' or 'defrag,' is the process of rearranging the data on a storage medium, such as a hard disk drive (HDD), to ensure efficient storage and access. Continue Reading
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News
12 Aug 2025
August Patch Tuesday addresses 107 vulnerabilities
Admins have no zero-days this month, but organizations that still rely on Exchange Server or SharePoint Server will have several serious flaws to resolve. Continue Reading
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Video
08 Aug 2025
Create a PowerShell script for Windows PATH variable cleanup
This step-by-step guide explains how to build a PowerShell script that automatically identifies issues with Windows PATH variables to improve system stability. Continue Reading
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News
07 Aug 2025
Credit Karma leader shares AI governance lessons learned
Start slow and break things -- that's how the head of data and AI at the fintech says enterprises should start building AI governance frameworks. Continue Reading