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The latest News and Information on DevOps, CI/CD, Automation and related technologies.

AI SRE in Practice: Diagnosing AWS CNI IP Exhaustion Before Widespread Outage

IP address exhaustion in Kubernetes doesn’t announce itself with clear error messages. Pods fail to schedule, services degrade unpredictably, and the symptoms look like a dozen different problems before anyone realizes the cluster has run out of available IP addresses. By the time the root cause becomes clear, multiple services are affected and recovery requires coordination across infrastructure layers.

BygoneSSL happened to us

A few months ago I wrote about BygoneSSL and the 1.5 million domains with valid certificates owned by someone else. Domains change hands but certificates don’t know. The old owner keeps their private key, and the certificate keeps working. It’s an industry problem, but it turns out it’s our problem too. We purchased certkit.dev for internal development and demos.

Introducing Konstruct: GitOps-powered IDP in minutes

"I wish I knew about this a couple years ago..." Over my seven years as a cofounder, I've heard some version of that line more than any other. Usually, it comes at the end of a demo to someone who has spent a year getting to something not even close to what they're seeing on my screen. The story is always the same. An organization adopts Kubernetes and arrives at the inevitable conclusion that they need a platform.

Scaling Infrastructure Teams: The Increasing Need for Rust Engineers

The Infrastructure teams have had to continuously improve current systems to make them faster, safer, and more reliable. With the growth of cloud services, the complexity of applications, and the demand for low-latency processing, engineering teams still need the best tools and languages to build these systems. The traditional languages that have been used for decades to power system-level development, i.e., C, C++, and Java, have long been the standard. But as software system complexity becomes unsustainable, the factors that limit safety, memory management, and concurrency are becoming increasingly obvious.

Oracle JDK to OpenJDK: A Guide to Reliable Migration Testing

One of the most common infrastructure changes Java developers and operators are dealing with today is the migration from Oracle Java to OpenJDK. The reason is the licensing changes made by Oracle and the maturity of the OpenJDK distributions. The migration process is quite simple: replace the JDK, recompile the code, and redeploy the application. However, the differences between the two runtimes can lead to unexpected issues that are not caught by unit tests.

Speedscale Named in Gartner Market Guide for API Testing

In the highly dynamic environment of modern engineering, an appropriate strategy for API quality is more important than ever. We are pleased to announce that Speedscale has been named in the latest “Market Guide for API and MCP Testing Tools” report from Gartner. As software development is shifting towards complex distributed architectures, integrating Model Context Protocol (MCP) for AI-based workflows, the need for realistic testing has never been higher.

#053 - The Road to Distributed AI and Kubernetes Infrastructure with Matt Butcher (Fermyon) & Ari...

They share their professional origins, highlighting how Kubernetes transitioned from a complex tool for experts to a foundational technology for global enterprises.. Part of the conversation focuses on the history of Helm, explaining its growth from a simple hackathon project into a standard package manager. Another part takes on the future of distributed computing, specifically how Akamai is integrating infrastructure as a service to support modern workloads.

dotConnect for Dynamics 365 | Secure C# ADO.NET connection with ORM support

Integrate Microsoft Dynamics 365 into your C# .NET applications with dotConnect for Dynamics 365—a powerful, high-performance data provider built for secure enterprise connectivity. From workflow automation to CRM data synchronization, dotConnect enables reliable access with seamless Visual Studio integration and advanced ORM support for modern development workflows. Chapters: Try it free for 30 days and see why thousands of developers trust dotConnect for Dynamics 365 in mission-critical environments.

Rovo Dev Code Review in Bitbucket and GitHub | Bitbucket Blitz | Atlassian

The demo portion of a recent webinar I did shows how to setup, configure, and use Rovo Dev code review in both Bitbucket and GitHub. Learn how to add custom coding standards to your repositories and see Rovo Dev check for the specific things you care about during code reviews. Learn how to add acceptance criteria to your Jira work items and see Rovo Dev verify them during code reviews.