DevOps & SRE
DevOps & SRE news — Wednesday 14 October 2026
14 stories from 7 sources, every one in English. Each links to its publisher.
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AI Agent Security Risks: What Can Go Wrong When Agents Act on Their Own
The thing that makes an AI agent useful, its freedom to act, is also what can introduce risk. An agent doesn’t just answer a question, it browses, runs code, and calls tools on its own, so a single bad or manipulated instruction can turn…
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Harbor + Docker Sandboxes: Run Safe, Reproducible Agent Evals
Key takeaways Harbor can now run every eval task in Docker Sandboxes Docker Sandboxes are MicroVM environments to run agents like Claude Code, Codex, Cursor, and more safely With Sandboxes, define custom network policies for fair…
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GitHub availability report: September 2026
Our last update covered content through August. We did not publish another in September while other public content addressed the August 17 outage. This edition covers progress over the past two months. The short version of August and…
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From 2,500 requests to 24: Rebuilding star history without the stargazers
Maintainers look at star history to answer a practical question: did a launch, release, or event change a project’s trajectory? To reconstruct that curve from the GitHub API, tools had to request pages of stargazer records (each person who…
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Why Is My Kubernetes Job Still Pending? Tracing Kueue Admission with Headlamp
You submit a Kubernetes Job and wait for its Pods to appear. A minute passes. Then another. The Job is still suspended, there are no application logs, and there may not even be a Pod to inspect. In a cluster managed by Kueue , this can be…
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Go from alert to post-incident review with Grafana Cloud IRM and AI
You’ve got 10 minutes before your next meeting when your phone starts ringing. You’re being paged because the frontend is erroring with failed API requests. You open one tool to see what fired, then another to figure out what’s going on.
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Build your slide template
Building a slide template starts with three foundational choices — colours, fonts and layouts. Sumeet Gayathri Moghe covers the basics of color theory and how to build a reusable palette, the essentials of typography, including serif…
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Advancing NetOps-as-Code: Strategic momentum, enhanced security, and multimode automation
The 3rd quarter of 2026 has shown that network automation isn’t just a "nice to have," but rather a critical support for AI-driven workloads, edge computing, and hybrid cloud environments. Organizations are moving away from manual Day 2…
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One SoC. Two worlds. Zero compromise: How Red Hat In-Vehicle Operating System and DXC AMBER come together in a mixed-criticality software-defined vehicle solution
At ELIV 2026 in Baden-Baden, Red Hat and DXC are showcasing a software-defined vehicle (SDV) platform that brings together AD/ADAS and digital cockpit workloads on a single high-performance compute platform, with Red Hat In-Vehicle…
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Gemini 4 Argon on GitLab: Built for long-running agentic work
As AI models take on longer, multi-step work, the challenge is putting that power to use across the software lifecycle without adding risk or cost. Teams need to be able to move faster, within enterprise controls and guardrails. Google's…
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AI tokenomics: Balancing open-weight and frontier models for optimal ROI
Why airlines don't fly all-first-class planes and what it teaches us about AI strategyAirlines learned very early that they can't optimize a profitable route selling every seat as first class. Instead, the aircraft has multiple cabins, and…
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Top 5 operators for Red Hat OpenShift
In the 1980s, the spreadsheet was considered such a valuable tool that would make buying a computer just to run it worthwhile. The term coined to describe such an application was a killer app. Is there an equivalent for Red Hat OpenShift?…
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Open Source Security Signals | Q3 2026
Vulnerabilities are easy to count. Meaningful risk is harder to measure.Open source has become the foundation of modern software because it works. Shared innovation, transparent development, global communities, and broad reuse let software…
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How to patch application vulnerabilities without upgrading
Summary Most enterprise applications cannot be fixed simply by upgrading to the latest version of an impacted library.Lightwell delivers backported security fixes at your exact production library versions with cryptographically signed…