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

Introducing AppJet.ai : a GitHub-native AI that codes full-stack from prompt to deploy

If you ever tried any vibe-coding tool on the market you know they are mostly supercharged NodeJS code editor, full of pre-made components and often unable to really understand your existing code base. We created AppJet for a simple reason: AI is now at a maturity point where it can realistic to use it as a real coding companion.

What is Dynamic SQL in SQL Server?

Dynamic SQL in SQL Server is built for scenarios where queries can’t be fully defined in advance. It’s the method of choice when structure depends on user input, variable schemas, or runtime conditions, cases where static SQL falls short. However, without proper structure, this flexibility introduces security and maintenance challenges. To make it work at scale, you need a disciplined approach.

Shift Left on Performance Testing - Without Killing Developer Velocity

Traditional performance testing often comes late in the delivery cycle, typically just before release. By then, performance issues are usually quite expensive to fix, can delay deployments, and frustrate development velocity. A Shift Left testing approach addresses this by integrating performance testing early in the development cycle so issues surface while they’re still easy and cheap to fix.

5 DevOps Team Structures (Plus Actionable Strategies for Automation, Monitoring & Culture Change)

An effective DevOps team is about creating the right structure, culture, and processes that enable collaboration across traditionally siloed departments. The right DevOps team structure can dramatically improve software delivery speed, reliability, and overall customer satisfaction. But what exactly makes a great DevOps team? And how can you build one that works for your organization?

Claude Pricing: A 2025 Guide To Anthropic AI Costs

When OpenAI surged into the spotlight with ChatGPT, not everyone inside the company agreed on the path forward. In 2021, a group of senior researchers broke away. They had concerns about safety, transparency, and the direction of AI development. They went on to found Anthropic. And their answer to ChatGPT was Claude. Anthropic’s mission is for openness now. Yet, Claude’s pricing can feel as mysterious as the model weights behind the scenes.

Rethink Cloud Finance: From Cost Control To Strategic Growth

Cloud costs keep rising, and most companies are struggling to contain it. That’s where today’s finance teams can step up their game, not only as a professional opportunity but as a leading protagonist on the cloud cost optimization stage. A bit of background first: Global public cloud spending is projected by Gartner to exceed $720 billion in 2025. That’s up from nearly $600 billion in 2024. And a lot of that is sheer, unmitigated waste.

Monitor Apple Silicon GPU on macOS with macmon + Hosted Graphite

Your Mac’s GPU is a massively parallel processor that handles anything from animating the UI to heavy lifting in video editors, 3D tools, games, and on-device machine learning models. Think Final Cut Pro exports, Blender renders, Stable Diffusion, WebGPU demos, or shader builds in Xcode - which are all tasks that require heavy GPU.

Failover and cloud aren't enough for reliability

Amin Momin of @CapgeminiGlobal talks about reliability takes dedicated effort beyond just using the cloud and setting up failover. Full transcript: There are two misconceptions about reliability. One is people only think failover is reliability. Just doing the failover, that will be enough from the reliability point of view. That's the first one. And the second one: we are deployed into the cloud, so it is the service provider's responsibility to provide the reliability.

Best Tool for Composing Git Commits in your IDE, Commit Composer in GitLens 17.4

In GitLens 17.2 we introduced Commit Composer as an early preview of a set of AI-powered tools to help you craft cleaner, more meaningful commits. With GitLens 17.4, Commit Composer has leveled up. Based on your feedback, it’s now a fully interactive drafting experience that lets you compose commits in a single click, and puts you in control of your commit history.