DevOps
Explore the organizational team structure and vast umbrella of tools and technology created to facilitate and support it. Covering both tools and culture from internal and external viewpoints, by practitioners and analysts alike, these articles will help guide you on your adoption journey.
Top Stories
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Conference Coverage
18 Nov 2024
KubeCon + CloudNativeCon 2024 news coverage
This guide to the North American and European KubeCon + CloudNativeCon events covers updates to Kubernetes and other open source cloud-native technologies. Continue Reading
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News
15 Nov 2024
AI gateways, Kubernetes multi-tenancy loop in LLMOps
There are many areas of IT infrastructure affected by the emergence of LLMOps; for each, there were products and projects rolled out this week at KubeCon. Continue Reading
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News
15 Nov 2024
Intel, Nvidia vie for dominance with agentic AI blueprints
Rival sets of tools meant to better support AI apps on developer platforms have hit the market as an even bigger wave of change looms in agentic AI. Continue Reading
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News
07 Nov 2024
Google DORA issues platform engineering caveats
As with generative AI, the same techniques that can boost enterprise developer productivity can also slow and destabilize overall software delivery. Continue Reading
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Tip
06 Nov 2024
How to improve DevOps through collaboration
Collaboration is key in DevOps, surpassing any one tool, product or individual. Discover why collaboration is crucial and tips for collaborating effectively in DevOps. Continue Reading
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News
01 Nov 2024
IBM Apptio preps FinOps link with Terraform via GitHub
IBM drops another hint about its plans for HashiCorp with a shift-left FinOps integration in private beta, while tie-ins with Red Hat remain an open question. Continue Reading
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News
29 Oct 2024
GitHub Copilot Autofix expands as AI snags software delivery
GitHub Copilot Autofix could help vulnerability management keep pace as the volume of AI-generated code swamps delivery processes, but can AI be trusted to rein in AI? Continue Reading
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Tip
23 Oct 2024
Continuous delivery vs. continuous deployment: Which to choose?
Continuous delivery and continuous deployment both compress and de-risk the final stages of production rollout. Learn how to choose the proper path for your organization. Continue Reading
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Definition
18 Oct 2024
What is change failure rate (CFR)?
Change failure rate is a software development performance metric that measures the percentage of software deliveries that required remediation after release to production. Continue Reading
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Tip
18 Oct 2024
CI/CD pipeline security: Know the risks and best practices
Rapid release cycles need not compromise the security of an application and supporting infrastructure. Follow these guidelines to ensure security throughout the CI/CD pipeline. Continue Reading
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News
17 Oct 2024
HashiCorp CTO talks AI strategy, Ansible tie-ins, FedRAMP
In a Q&A to wrap up HashiConf, the company's co-founder and CTO gave his outlook on HashiCorp's approach to AI, configuration management and cloud compliance. Continue Reading
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News
16 Oct 2024
Terraform Stacks, HCP Waypoint prompt migration questions
HashiCorp fends off challengers that sell ease of use with fresh infrastructure-as-code abstraction, while Terraform users grapple with a potential move to cloud-first services. Continue Reading
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News
11 Oct 2024
Buildkite: CI/CD pipelines still a job for app developers
In an era of platform engineering, Buildkite and its high-scale users maintain that CI/CD pipelines and testing should remain the purview of app developer teams. Continue Reading
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Video
11 Oct 2024
Git commit message conventions and best practices
Never underestimate the power of a good git commit message. Need help writing one? Here are the commonly accepted git commit message guidelines and best practices. Continue Reading
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News
09 Oct 2024
Atlassian 'cloud-first' becomes 'enterprise-first'
Atlassian's tune has changed in the past few months, as the company builds bridges to Data Center products and works on FedRAMP cloud compliance. Continue Reading
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Feature
08 Oct 2024
Top 8 configuration management tools in DevOps
Configuration management tools ease the IT burden. Explore the top configuration management tools in DevOps, evaluate their features and consider key aspects that set them apart. Continue Reading
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Tip
07 Oct 2024
How to use security as code to achieve DevSecOps
Security as code helps organizations achieve DevSecOps and shift-left security. Learn about SaC's benefits, challenges and implementation best practices. Continue Reading
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Definition
01 Oct 2024
What are ModelOps (model operations) analytics models?
ModelOps (model operations) is a holistic approach to building analytics models that can quickly progress from the lab to production. Continue Reading
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News
26 Sep 2024
Fresh crop of startups takes on infrastructure-as-code toil
Emerging vendors, including a new venture from the founder of Chef, set out to put a fresh face on IT infrastructure automation for the platform engineering era. Continue Reading
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News
25 Sep 2024
Harness DevOps tools add database, QA automation, AI agents
With a series of updates this week, Harness claims unique support for database DevOps, as well as pipeline generation and UI test automation using AI agents. Continue Reading
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News
19 Sep 2024
Platform engineers embrace secrets management tool
Pulumi's ESC, now GA, filled an automation gap in multi-cloud identity and permissions management for platform engineers well-versed in general-purpose programming languages. Continue Reading
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Answer
19 Sep 2024
What are the types of requirements in software engineering?
Requirements fall into three categories: business, user and software. See examples of each one, as well as what constitutes functional and nonfunctional software requirements. Continue Reading
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News
12 Sep 2024
Docker pricing changes hike mid-tier costs
Docker adds features but raises Pro and Team prices and adds consumption-based Docker Hub pricing for container image pulls and storage. Continue Reading
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News
09 Sep 2024
OpenTofu, OpenBao reach milestones post-HashiCorp BSL
OpenTofu capped a year since launch with a new registry UI and API, while OpenBao reached GA, but open source forks didn't keep HashiCorp from beating growth estimates. Continue Reading
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Definition
05 Sep 2024
What is machine learning operations (MLOps)?
Machine learning operations (MLOps) is the development and use of machine learning models by development operations (DevOps) teams. Continue Reading
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Definition
04 Sep 2024
What is FinOps?
FinOps -- a combination of the terms finance and DevOps -- is a framework for managing operational costs across an organization, often in conjunction with cloud computing. Continue Reading
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Tip
29 Aug 2024
QAOps vs. DevOps: Important differences
QAOps represents an extension of DevOps that can help enterprises mature their software QA practices. Learn how QAOps can help DevOps-driven organizations zero in on quality. Continue Reading
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News
27 Aug 2024
VMware Tanzu hones integration, but faces Broadcom backlash
VMware Tanzu now offers a single UI for Cloud Foundry and Kubernetes, a feature years in the making, but the improvement could get lost in post-Broadcom drama. Continue Reading
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Tip
09 Aug 2024
How to weigh the benefits and challenges of CI/CD
Many organizations begin their DevOps journey with a continuous integration and delivery pipeline. Before getting started, understand some fundamental benefits of CI/CD. Continue Reading
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Definition
09 Aug 2024
What is shift-right testing?
Shift-right testing is a method of continuously testing software while it is in a post-production environment. Continue Reading
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News
08 Aug 2024
Endor Labs ships Java 'Magic Patches' with SCA tools
Upgrade impact analysis and backported fixes will help one enterprise customer make a major Java upgrade manageable and keep compliant with FedRAMP. Continue Reading
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Tip
08 Aug 2024
12 CI/CD best practices for DevOps teams
Building and maintaining a CI/CD pipeline requires more than just chains of automation. Adopt these CI/CD approaches to maximize your development and deployment efforts. Continue Reading
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News
07 Aug 2024
CloudBees buys co-founder's AI test automation tools startup
Jenkins creator Kohsuke Kawaguchi rejoins CloudBees as co-CEO of Launchable, which aims to stem the tide of AI-generated code with AI-driven test optimization. Continue Reading
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News
05 Aug 2024
DevOps platform aids app modernization, sets stage for AI
Amid a company rebranding and product consolidation, IT ops teams at Rival HR paved a path for DevOps velocity and AI-based automation with updates to legacy infrastructure. Continue Reading
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Tip
05 Aug 2024
How to put CI, CT and CD together in a DevOps pipeline
DevOps pipelines aren't just about CI/CD. Learn why continuous testing is a crucial piece of the puzzle and how it ultimately results in cleaner code with fewer errors. Continue Reading
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Video
02 Aug 2024
Agile vs. Scrum: How to choose between them
Scrum and Agile both emphasize collaboration and efficiency for DevOps teams in different ways. Learn when to use each approach and when to use them in tandem. Continue Reading
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News
02 Aug 2024
AWS CodeCommit, Cloud9 closure communication critiqued
AWS CodeCommit gives up the Git ghost to competitors, while a lack of advance notice to users has some IT pros questioning the future of other services. Continue Reading
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News
23 Jul 2024
GitLab users cautiously optimistic on Datadog DevSecOps deal
Datadog is reportedly a suitor for GitLab; existing users understand the rationale for such a deal, but key questions must be answered before they'd adopt deeper integrations. Continue Reading
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News
16 Jul 2024
AI gateways emerge in response to governance concerns
Enterprise IT investment is pouring into AI, but security and governance remain major stumbling blocks to production. Enter API gateway vendors eager to assist -- and cash in. Continue Reading
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News
10 Jul 2024
IT ops pros grapple with glut of AI assistants
After nearly two years of hype, it's still early for enterprise GenAI. That said, skepticism -- and outright pessimism -- have begun to emerge about AI assistants for IT automation. Continue Reading
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Definition
09 Jul 2024
GitHub
GitHub is a web-based version control and collaboration platform for software developers. Continue Reading
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Definition
01 Jul 2024
large language model operations (LLMOps)
Large language model operations (LLMOps) is a methodology for managing, deploying, monitoring and maintaining LLMs in production environments. Continue Reading
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News
25 Jun 2024
JFrog buy bolsters MLOps combo with DevSecOps
JFrog plans to meld AI/ML development with established DevSecOps pipelines through the acquisition of Qwak in a bid to help more enterprise AI apps reach production. Continue Reading
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Definition
18 Jun 2024
standard operating procedure (SOP)
A standard operating procedure is a set of step-by-step instructions for performing a routine activity. Continue Reading
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News
07 Jun 2024
Cisco makes Splunk the center of observability
Cisco is integrating Splunk, AppDynamics and ThousandEyes to create a critical differentiator in the observability market. Networking integration will come later. Continue Reading
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News
29 May 2024
JFrog-GitHub partnership eyes software supply chain security
JFrog and GitHub released a set of focused integrations that provide better visibility across the software supply chain and advance the idea of 'EveryOps.' Continue Reading
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Tip
22 May 2024
Waterfall vs. Agile methodology: Differences and examples
Teams have a choice in the way they approach a new dev project. Learn about two main schools of thought -- Agile and Waterfall -- and why Agile is the prevailing methodology today. Continue Reading
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News
21 May 2024
Microsoft Visual Studio, Azure updates target AI developers
Microsoft updates this week aim to address the struggles of early enterprise generative AI adopters that have stalled efforts to put pilot projects into real-world production. Continue Reading
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Conference Coverage
20 May 2024
Red Hat Summit 2024 news and conference guide
Use this Red Hat Summit conference guide to stay up to date on current trends, emerging technologies and information from keynote speakers and industry experts. Continue Reading
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Feature
06 May 2024
Best practices for getting started with MLOps
As AI and machine learning become increasingly popular in enterprises, organizations need to learn how to set their initiatives up for success. These MLOps best practices can help. Continue Reading
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News
03 May 2024
Cloud campaign intensifies for Atlassian software products
Atlassian plans to continue updating Data Center products, but accelerating cloud updates and migrations touted at Team '24 prompt questions about their long-term future. Continue Reading
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News
01 May 2024
Atlassian Jira now a hub for knowledge management, AI tools
Atlassian's raft of product updates at Team '24 spanned long-awaited product integrations and previews of AI automation updates, all of which advanced broader ambitions. Continue Reading
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Podcast
22 Apr 2024
Examining developers' perception of AI tools
At GitHub and for many coders, AI technology can shoulder some of the cognitive burden. However, inaccuracies that come with the tools can be hard for some. Continue Reading
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Definition
19 Apr 2024
Hadoop Distributed File System (HDFS)
The Hadoop Distributed File System (HDFS) is the primary data storage system Hadoop applications use. Continue Reading
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News
18 Apr 2024
GitLab Duo plans harness growing interest in platform AI
GitLab's next release will tie its Duo AI tools to the full DevSecOps pipeline in a bid to capitalize on increased interest in AI automation among platform engineers. Continue Reading
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Opinion
12 Apr 2024
Key takeaways from KubeCon 2024 in Paris
KubeCon + CloudNativeCon Europe 2024 offered attendees a look into the growing popularity of AI but also covered key areas such as sustainability, observability and FinOps. Continue Reading
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Video
08 Apr 2024
Learn Jenkins: Tutorial for beginners
Jenkins is a popular open source CI/CD tool, and it's not hard to learn either. Learn to build your own CI/CD pipelines with this full Jenkins tutorial for beginners. Continue Reading
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News
04 Apr 2024
JetBrains IDEs add local AI code completion
JetBrains beats GitHub Copilot to an increasingly popular trend that circumvents copyright and data privacy concerns with cloud-based AI assistants. Continue Reading
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News
02 Apr 2024
GitHub Actions-hosted runners tie in Azure private networks
Private network support is also planned for AWS and Google Cloud Platform, but industry watchers see a power play for Microsoft Azure in GitHub Actions updates this week. Continue Reading
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Opinion
27 Mar 2024
Cybersecurity highlights from KubeCon + CloudNativeCon Europe
New AI features took the spotlight at the conference, but security teams must prepare to support AI use with the right policies, controls and access. Continue Reading
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Definition
18 Mar 2024
continuous delivery (CD)
Continuous delivery (CD) is an approach for software delivery in which development teams produce and test code in short but continuous cycles to improve software quality. Continue Reading
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Video
12 Mar 2024
Learn how to use GitLab tutorial for beginners
GitLab is a complete CI/CD platform. But to really understand GitLab, you must also understand its namesake Git. This Git and GitLab tutorial will get you up to speed on both. Continue Reading
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Feature
08 Mar 2024
GenAI risks, rewards arise for DevOps and platform engineers
From chatbots that alleviate pressure on IT help desks to full-fledged LLMOps, DevOps and platform teams are at the forefront of enterprise generative AI adoption. Continue Reading
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Tip
29 Feb 2024
How to effectively use DORA metrics in DevOps
DORA metrics can help organizations standardize their DevOps approach. Explore the DORA framework's benefits and limitations and how to evaluate performance against its metrics. Continue Reading
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Feature
29 Feb 2024
7 tech jobs IT pros can use to help the environment
Almost every job can be used to help save the planet, and that's true for IT roles as well. Learn how these seven business tech jobs can promote sustainability. Continue Reading
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News
26 Feb 2024
Octopus Deploy reels in Codefresh for GitOps expertise
By joining forces in CI/CD and GitOps, the combined companies look to even the odds with bigger competitors, but this will be a daunting task, experts predict. Continue Reading
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Video
23 Feb 2024
Top 10 differences between GitHub and Git
Enterprise development teams need to know these major differences between Git and GitHub, but also how they serve different purposes and be used together effectively. Continue Reading
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Definition
23 Feb 2024
What is DevOps? Meaning, methodology and guide
The word 'DevOps' is a combination of the terms 'development' and 'operations,' meant to represent a collaborative or shared approach to the tasks performed by a company's application development and IT operations teams. Continue Reading
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News
15 Feb 2024
Dapr brings microservices principles to platform engineering
With microservices now mainstream -- and past the trough of disillusionment -- a framework developed for them appeals to platform engineers with shared services consistency. Continue Reading
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Definition
15 Feb 2024
event handler
In programming, an event handler is a callback routine that operates asynchronously once an event takes place. Continue Reading
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Video
08 Feb 2024
How to set a Git username and password in Git config
There's a way to stop Git from repeatedly asking you for a username and password. Just set your username and password in Git config. Continue Reading
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News
07 Feb 2024
GitOps vendor's close echoes wider funding, open-core woes
Score one for IT orgs that rely solely on upstream code, as Flux CD sails on. But Weaveworks' demise points to larger issues for vendor sustainability, especially in open source. Continue Reading
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Video
07 Feb 2024
Git vs. GitHub: What's the difference?
Git and GitHub involve similar technology but are different in several important ways. Here's what you need to understand to get the most out of these key developer tools. Continue Reading
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Feature
31 Jan 2024
11 best free DevOps certifications and training courses in 2024
Learn why DevOps is important and how getting certified can help launch a career in the field with these 11 free certifications for beginners and advanced practitioners alike. Continue Reading
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Tip
30 Jan 2024
Secure your machine learning models with these MLSecOps tips
By following MLSecOps best practices, companies can introduce AI and machine learning into development pipelines and processes without adding unmitigated security concerns, too. Continue Reading
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News
29 Jan 2024
Credit Karma preps 'Zero-touch' Argo Rollouts
The Intuit subsidiary is in the process of moving to a homegrown event-driven progressive delivery platform and has already contributed some related code upstream. Continue Reading
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Definition
25 Jan 2024
DevOps engineer
A DevOps engineer is an IT professional who works with software developers, systems operators and other production IT staff to oversee code releases and deployments. Continue Reading
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News
23 Jan 2024
Docker Build Cloud claims speed boost for dev workflows
Docker ships a managed service that pushes container image builds to AWS and adds shared caches to customers' existing dev tools. Continue Reading
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Definition
23 Jan 2024
infrastructure as code (IaC)
Infrastructure as code, also referred to as IaC, is an IT practice that codifies and manages underlying IT infrastructure as software. Continue Reading
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Definition
18 Jan 2024
ZeroOps
ZeroOps is when developers spend zero time working with infrastructure and operations, instead spending all their time and creative energy on software product development. Continue Reading
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Tip
17 Jan 2024
Top AI tools for DevOps teams to consider
The DevOps toolchain is at an inflection point as enterprises seek to improve collaboration, productivity, efficiency and security across their DevOps lifecycle using AI. Continue Reading
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News
11 Jan 2024
Analysts anticipate fresh wave of enterprise technology M&A
CI/CD vendor Harness acquired Armory, reports surfaced of private equity takeover talks for PagerDuty, and that's just the start of more M&A to come, industry experts predict. Continue Reading
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Tip
21 Dec 2023
Object-oriented vs. functional programming explained
While plenty of developers entertain the idea of adopting a functional programming model, it's important to first know exactly how it differs from the object-oriented approach. Continue Reading
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Tip
20 Dec 2023
SRE vs. DevOps: What's the difference?
The lines between site reliability engineering and DevOps aren't always clear. Building a harmonious relationship between the teams starts with understanding their distinct roles. Continue Reading
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Feature
19 Dec 2023
The 5 SOLID principles of object-oriented design explained
In this primer on SOLID, we'll examine the five principles this development ideology embodies, the practices they encourage and the reasons these concepts matter. Continue Reading
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News
19 Dec 2023
DevSecOps pros prep for GenAI upheavals in 2024
Generative AI models have been a hot topic of discussion in 2023, but their real-world impact on each of the major IT disciplines is just beginning. Continue Reading
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Feature
15 Dec 2023
When FinOps met devx at Capital One
Capital One has kept cloud costs flat as its infrastructure grows, and now looks to share lessons learned -- including the subtle art of devx -- through the FinOps Foundation. Continue Reading
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Tip
07 Dec 2023
Comparing MERN vs. MEAN stacks for web app development
While MERN and MEAN stacks share many common elements, their respective use of React and Angular is a defining factor in choosing one or the other. Continue Reading
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News
06 Dec 2023
Google Gemini, AWS GenAI tools face uphill battle for devs
Google's Gemini model claims performance advantages over GPT-4, while AWS touts foundational model choice, but Microsoft still has the advantage in developer tools, IT pros say. Continue Reading
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News
17 Nov 2023
IT pros wary as Microsoft Copilot juggernaut gains steam
Microsoft is now 'The Copilot company,' along with GitHub. But concerns linger about the accuracy of AI-generated results, code lineage and long-term job security. Continue Reading
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Feature
16 Nov 2023
Veteran platform engineers share lessons learned, wish lists
Platform engineering is the new DevOps, but few companies have reached maturity; reps from early adopter orgs shared tips, caveats and a call to action at KubeCon. Continue Reading
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Definition
16 Nov 2023
platform engineering
Platform engineering is a specialized discipline within software development that focuses on designing, building, maintaining and improving the toolchains and workflows software developers use. Continue Reading
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News
09 Nov 2023
Generative AI brings changes to cloud-native platforms
Generative AI took over tech in 2023, and cloud-native platforms are no exception. The need to support LLMs is already affecting CNCF projects, including Kubernetes. Continue Reading
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News
07 Nov 2023
Behind the scenes, Spotify's Backstage a work in progress
Spotify-created Backstage, now a CNCF project, is popular as enterprises add developer portals to internal platforms, but setup is hard, and getting dev buy-in can be even harder. Continue Reading
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News
02 Nov 2023
IT pros size up Microsoft Radius app developer platform
As the platform engineering era dawns, enterprises seek better ways to tie apps to distributed infrastructure across clouds. But can Azure's owner build multi-cloud consensus? Continue Reading
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News
26 Oct 2023
LaunchDarkly feature management adds built-in workflows
Large enterprises use feature management to cope with traffic spikes and speed up releases but must plan carefully to avoid technical debt. LaunchDarkly updates could help. Continue Reading
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Definition
19 Oct 2023
site reliability engineering (SRE)
Site reliability engineering (SRE) is the application of scripting and automation to IT operations tasks such as maintenance and support. Continue Reading
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News
18 Oct 2023
Prisma Cloud analytics, automation boost DevSecOps speed
Prisma Cloud's Darwin update looks to address DevSecOps communication and velocity lags with centralized analytics and by ditching tickets for automated pull requests. Continue Reading
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Tip
13 Oct 2023
Is a continuous planning process in DevOps worth it?
Is a continuous planning strategy right for your organization's DevOps efforts? Know the practical benefits and challenges, as well as how to improve development efficiencies. Continue Reading
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News
12 Oct 2023
Pulumi, HashiCorp competition expands to developer platforms
Developer platform choices for enterprise IT continue to proliferate as infrastructure-as-code rivals rush to create tools targeting platform engineers. Continue Reading
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Tip
10 Oct 2023
How AI affects low-code/no-code for DevOps
Low-code and no-code tools expand the DevOps community in an organization and -- when coupled with AI -- can enhance the effectiveness of their workflows and products. Continue Reading
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News
10 Oct 2023
Google's DORA DevOps report warns against metrics misuse
This year's DORA DevOps report echoes the experiences of one organization that has applied them in practice: DORA metrics can be powerful but aren't always an exact science. Continue Reading