Operations | Monitoring | ITSM | DevOps | Cloud

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

Solve service ownership in minutes with Cortex's AI prediction model

Today marks an exciting milestone not just for Cortex, but for every organization looking to foster a culture of engineering excellence. Knowing who owns what is one of the hardest and most important challenges for engineering teams. Without clear ownership, incidents take longer to resolve, migrations stall, and enforcing standards becomes nearly impossible.

Introducing Entity Relationships: Define your data model

Today we’re thrilled to announce the launch of Entity Relationships, a powerful new capability that gives you more flexibility and control over the data model in your IDP. By allowing you to create custom relationships between entities in your catalog, you can model your internal developer portal to accurately reflect your own organization’s taxonomy, letting you better answer deep questions about your environments, releases, packages, and beyond.

How to Prepare for APRA CPS 230 Regulations

Understand what APRA CPS 230 means for your organization, and how to get compliance-ready by the July 2025 deadline. If you work for an Australian business in the financial services industry, you’ve likely already heard of the Australian Prudential Regulation Authority (APRA). You may also have heard that a new set of APRA regulations, CPS 230, will become mandatory for all APRA-regulated companies to comply with as of 1 July 2025.

What is different between an application based instance and an image based instance?

In this video, the Anbox team demonstrates the differences between an Anbox Cloud instance created based on an application and an instance that is based on an image. Time codes: What is Anbox Cloud? Anbox Cloud lets you run virtualized Android environments securely, at any scale, to any device letting you focus on your use case. Run Android in system containers, not emulators, on AWS, OCI, Azure, GCP or your private cloud with ultra low streaming latency.

20 Multi-Cloud Management Tools To Consider In 2025

Over the last few years, more organizations have switched from relying solely on one cloud service provider (CSP) to several. The primary reasons for the change are minimizing dependence on a single CSP, preventing vendor lock-in, and providing greater flexibility. Recent trends include using a mix of cloud providers to take advantage of the cost savings several CSPs offer and using best-of-breed services for different applications, teams, or departments.

How Preview Environments Can Cut Your QA Time in Half

…and why it matters even more in the age of AI-generated code Software development is changing fast. Thanks to tools like GitHub Copilot, Cursor, and Windsurf, developers can now generate large chunks of code in seconds. Product velocity is exploding. Startups are shipping faster than ever before. But there’s a catch: More code ≠ better code.

Best Heroku Alternatives in 2025 (for Testing & QA)

For startups that need fast, flexible, and realistic environments If you're a startup moving off Heroku in 2025, you’re not alone. What once felt like magic — git push, instant deploy, no infrastructure to manage — now feels expensive, restrictive, and increasingly disconnected from how modern teams work.

How AI Code Assistants Break CI Pipelines - and How to Fix It

And why ephemeral preview environments are your best defense AI-powered code assistants like GitHub Copilot, Cursor, and Windsurf are revolutionizing how we build software. Developers are moving faster than ever — scaffolding features, generating functions, and completing workflows in seconds. But here’s the catch: AI code looks right. Until it’s not. It compiles. It passes linting. It even makes it through some basic tests. But when merged?

Why Your Developers Don't Test Enough (and How to Fix It)

Especially when AI is writing more and more of your code Let’s be honest: developers don’t test enough. You see it every week — a feature is merged, staging breaks, and the bug was something obvious: a missing dependency, an incorrect flag, a minor logic error that could’ve been caught earlier. With AI tools like GitHub Copilot, Cursor, and Windsurf writing code faster than ever, this problem is only growing. The code output is higher — but the validation often isn’t.

How to Automatically Create Preview Environments for Every Pull Request

Deploy full-stack environments for every PR in under 10 minutes If you’re using GitHub, GitLab, Bitbucket or Azure DevOps and want to streamline your development workflow, this post is for you. Imagine this: every time a developer opens a pull request, a full environment spins up automatically — frontend, backend, database, services — the whole stack. It’s deployed in your cloud, seeded with test data, and ready for QA, product, or design to review.