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DevOps Onramp

The latest DevOps Onramp news, analysis and insights from DevOps.com.

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AI

Survey: AI Coding Tools Increase Open Source Software Dependencies

A survey of 307 enterprise technology leaders finds that as organizations rely more on artificial intelligence (AI) coding tools to build applications, they are simultaneously increasing the amount of open source software they are dependent on. Conducted by the market research firm Moving Horizon on behalf of ActiveState, a provider of a platform for accessing […]

Mike Vizard · Oct 21, 2026
Blogs

Ten Great DevOps Job Opportunities

DevOps.com is now providing a weekly DevOps jobs report through which opportunities for DevOps professionals will be highlighted as part of an effort to better serve our audience. Our goal in these challenging economic times is to make it just that much easier for DevOps professionals to advance their careers. Of course, the pool of […]

Mike Vizard · Oct 19, 2026
Blogs

Apple Brings Whole-Program C++ Hardening to Clang

Apple has added a new tool to the upstream LLVM project that could change how teams harden large C++ codebases. The clang-ssaf-driver, merged into LLVM Git this week, analyzes an entire project as it builds and then rewrites source code based on what it finds. The driver is part of Clang’s Scalable Static Analysis Framework […]

Tom Smith · Oct 15, 2026
Blogs

ProjectDiscovery Brings Open Source AI Testing to Vulnerability Discovery

ProjectDiscovery has made available an autonomous security testing platform that leverages an open source artificial intelligence (AI) testing framework to detect and validate vulnerabilities at a lower total cost. Company CEO Rishi Sharma said version 1.0 of the Neo platform is also available via a cloud service that makes it possible for DevSecOps teams to […]

Mike Vizard · Aug 13, 2026
AI

LiteLLM Attack Affected 2,500 Companies, 434,000 CI/CD Pipelines: CloudSEK

The massive supply-chain attack that compromised LiteLLM in the spring affected more than 2,500 companies and exposed about 434,000 CI/CD pipelines, with victims ranging from top-tier IT and AI companies to cybersecurity firms, SaaS, and enterprises. It rolled up a lot of victims, but also was a high-profile example of the growing trend of threat […]

Jeff Burt · Aug 12, 2026
Blogs

Open Source Code Just as Secure as Proprietary Software—If You Manage It Right, Says CISA

Open source can be just as safe as proprietary software, though government agencies (and private enterprises) should take additional measures to secure it properly, according to a new guide published by the U.S. Cybersecurity and Infrastructure Security Agency (CISA). The report, “Open Source Software: Security Principles and Practices,” provides with guidance to help agencies comply […]

Joab Jackson · Jul 31, 2026
Blogs

How AI is Revamping DevSecOps Processes

Artificial Intelligence is pushing DevSecOps into a new phase where security is no longer just about detecting vulnerabilities, but increasingly about resolving them automatically within the flow of software delivery. As many organizations are discovering, DevSecOps historically gave teams visibility into risk. AI is now turning that visibility into automated remediation. This evolution has taken […]

Umashankar Kotturu · Jul 7, 2026
DevOps Onramp

Platform Engineering vs. DevOps: Why This Is the Wrong Question

DevOps has done what it was supposed to do. It broke down the wall between development and operations, it made continuous delivery a normal expectation, it made shared ownership of production a cultural default, and it moved software delivery from a scheduled event to a continuous flow. The results reshaped how modern software gets built. […]

Alan Shimel · Jul 1, 2026
Best Practices

AI Is Exposing a Growing Blind Spot in Open Source Security

With AI, teams across organizations are now building internal applications faster than ever, often pulling in open source libraries and frameworks without much thought about long-term support, lifecycle management, or security ownership. An unintended consequence of this is that unsupported open source software (OSS) is quietly spreading across environments faster than security and engineering teams […]

Aaron Mitchell · Jun 25, 2026
Blogs

Why Your Observability Stack Is Costing You More Than Your Cloud Bill

There’s a pattern playing out across engineering teams right now that nobody talks about openly: the tool meant to reduce operational complexity has quietly become one of the biggest line items on the infrastructure budget. Observability spending is out of control, and for most teams, it’s not because they’re monitoring too much. It’s because they’re […]

Ashwini Dave · Jun 11, 2026
AI

Why Your AI Agent is a Black Box and How to fix it With OpenTelemetry

You built the agent. It works in testing. Then it hits production and starts giving wrong answers, timing out or burning through your token budget, and you have no idea why. This is when developers discover that print statements and log files weren’t designed for this. LLM applications fail in ways that traditional tooling can’t see. A hallucination doesn’t throw […]

Frank Chen · May 29, 2026
Blogs

GitHub Breach Tied to Malicious VS Code Extension Exposes Thousands of Internal Repositories

GitHub says attackers accessed thousands of internal repositories after a company employee’s device was compromised through a malicious Visual Studio Code extension, though the company said it has removed the malicious extension, isolated the compromised endpoint, and launched an investigation. The company confirmed that approximately 3,800 internal repositories were affected. GitHub stated that investigators have […]

James Maguire · May 20, 2026
Blogs

OpenSSF’s CRob: ‘The Runway Is Rapidly Running Out’ on EU CRA Readiness

The EU’s Cyber Resilience Act kicks into high gear this September, and companies are still clueless about how they must obey its strictures. MINNEAPOLIS — At Open Source Summit North America, Christopher “CRob” Robinson, Chief Security Architect for the Open Source Software Foundation (OpenSSF), spoke about the European Union’s (EU) Cyber Resilience Act (CRA). CRob […]

Steven J. Vaughan-Nichols · May 20, 2026
Blogs

Why DevOps Is Critical for Modern Business Resilience

Today’s business world operates in a state of constant change. What the customer wants to buy changes quickly, new competitors appear overnight, and cyber threats are changing faster than ever. In this world, the concept of “resilience,” the ability to adapt, to overcome, and to continue to create value for the enterprise despite the changes, […]

Johnbosco Ejiofor · May 15, 2026
Blogs

How Open Source Dependency and Repo Attacks Compromise DevOps Pipelines and How to Stay Safe

Modern applications rely on open source components for up to 90% of their code, creating a vast attack surface dominated by inhemalicious supply chain injections. High-profile incidents like Log4j and the sabotage of colors.js highlight that traditional scanning often fails to detect sophisticated “protestware” or dependency confusion, necessitating 19 practical controls focused on strict intake governance, dependency pinning, and behavioral monitoring to secure the development lifecycle.

Alex Vakulov · May 11, 2026
AI

The Observability Bill is Coming Due – and AI Wrote Most of It

Observability has always had a data quality problem. AI coding agents just made it catastrophically worse. Shimmy sits down with the co-founders of Sawmills to dig into why unmanaged telemetry is the unglamorous DevOps crisis that is quietly killing budgets — and what an agentic telemetry management platform actually does about it.

Alan Shimel · Mar 11, 2026
Best Practices

How Small Engineering Teams Can Improve Reliability Without Adding Process Overhead

Modern software teams are under constant pressure to ship faster while maintaining reliability. For small engineering teams, this balance can feel especially difficult. Limited resources, tight deadlines, and shared responsibilities often mean that reliability improvements are postponed in favor of feature delivery. The good news is that improving reliability does not require heavy frameworks, additional […]

Jennifer Shawn · Jan 6, 2026
CI/CD

Observability, SRE and Uptime in Telehealth Platforms: A DevOps Playbook

Virtual care went from nice to have to must have during the COVID-19 pandemic and while in-person visits are starting to pick up again, telemedicine is here to stay. Its growth will continue: health-tech companies are predicting the telemedicine market will be $143.49 billion by 2025 (it will be $167.74 billion in 2025 and $584.99 […]

Michael Chukwube · Dec 18, 2025
Contributed Content

White Paper: The Future of DevSecOps in a Fully Autonomous CI/CD Pipeline

Abstract The growing complexity of modern software development and the increasing speed at which organizations need to deliver software have led to the widespread adoption of DevOps practices, particularly continuous integration/continuous deployment (CI/CD) pipelines. These pipelines enable rapid development and deployment cycles; however, they also introduce significant security risks that must be addressed continuously. The […]

Ravi Shanker Sharma · Aug 21, 2025