Operations | Monitoring | ITSM | DevOps | Cloud

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

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.

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.

How to eliminate DevOps toil in regulated SaaS

In regulated industries like fintech, healthcare, and government, DevOps teams often find themselves acting as human compliance gateways. The pressure to maintain strict security standards while accelerating release cycles creates a compliance tax: a heavy burden of manual environment setups, security review tickets, and the inevitable scramble for evidence before an audit. This manual labor, or toil, is more than a drain on productivity. It creates a dangerous gap between policy and actual operations.

Introducing Megaport High-Speed Cross-Cloud Encryption

Secure cloud traffic at line rate, without slowing your workloads down, thanks to Megaport’s new encryption solution. Securing data in motion is often a trade-off between performance and privacy, but most traditional encryption models struggle to find this balance – especially when you’re moving large volumes of data between clouds or across regions.

Control your dependencies in Flyway Desktop for Oracle and SQL Server Databases

This is a guest post from Stephanie Herr. One of Flyway’s biggest strengths is its ability to track your database schema as individual SQL DDL scripts on disk. This gives you full version control over every object, along with a complete audit trail of what changed, who changed it, when it changed, and why. For teams working with Oracle and/or SQL Server, this level of transparency is essential and this latest release provides even more support for how you handle changes across dependent objects.

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.

Environment support in Terraform Provider for Kosli - v0.2.0

We’re excited to announce support of physical environments in the Terraform Provider for Kosli! What’s Included Environment Management: Full lifecycle support for creating, updating, and managing physical environments types: K8S, ECS, S3, docker, server, and lambda. Manage legacy environments as IaC: Import your existing physical environments to have Terraform manage them.

How To Design AI-Native SaaS Architecture That Scales Without Killing Your Margins

AI-native SaaS products aren’t failing because the models are bad. They’re failing because the architecture can’t keep up with how AI actually behaves in production. What looks affordable in staging can erode your margins once real customers, workflows, and automation come into play. Designing AI-native SaaS architecture is now as much a margin decision as it is a technical one.