Operations | Monitoring | ITSM | DevOps | Cloud

Railway vs Render vs Your Own Cloud Account: What Actually Fits a Scaleup Outgrowing Managed PaaS

An honest 2026 comparison of Railway, Render, Fly.io and deploying into your own AWS, GCP, Azure or Scaleway account - with the six measurable signals you have outgrown managed PaaS, a priced cost model, and a four-step framework with if-then verdicts. Romaric founded Qovery to make Kubernetes accessible to every engineering team. He writes about platform strategy, developer experience, and the future of cloud infrastructure.

Assign Bugs and Tickets to the Current On-Call, Automatically

There is a particular kind of ticket that costs more than it should. It is filed correctly, it has a good description, it is in the right project, and it has nobody's name on it. It sits in the queue for two days because everyone who looks at the board assumes someone else has it. Then a customer follows up, someone notices, and the fix takes twenty minutes. The gap was never engineering time. It was ownership.

Why Campus Network Transformation is a Strategic Advantage

For years, the campus network was largely invisible. Students expected to connect to Wi-Fi before class. Faculty logged into learning management systems without thinking about the infrastructure supporting them. Researchers transferred data, administrators processed financial aid, and campus operations continued uninterrupted because the network quietly did its job. When it worked, nobody noticed. When it didn't, IT received a flood of help desk tickets. That dynamic has fundamentally changed.

How to use Grafana auto grid dashboard option for flexible layout across devices

Learn how to use the auto-grid option, a flexible panel layout that adapts to varying screen sizes and dynamic content. Creators can now define the max number of columns or max height of panels, making dashboard layouts more responsive and maintainable.

We Benchmarked AI Models on Git Tasks. Results Surprised Us

Most AI model benchmarks measure general coding ability or reasoning. GitBench, built by GitKraken developer advocate Chris Griffing, measures something narrower and more practical: how well a given AI model handles specific Git tasks, starting with commit squashing, identifying which commits in a messy history should be combined into one clean commit.

Why Founders Pivot, and Why You Should Too | Atlassian for Startups | Atlassian

In the Startup Stories with Atlassian series, we interview founders about their entrepreneurial journey, learn about the problems they are trying to solve, and explore how their teams are using Atlassian tools to grow and deliver value to their customers. In this episode of Startup Stories with Atlassian, Adam sits down with Stan Suchkov, Founder and CEO of Evolve, to explore why pivoting isn't the failure most founders fear – and why the best founders do it deliberately, quickly, and without losing their team in the process.

Driving Impact and AI Adoption as an FDE

Enterprise AI is only useful when it actually runs in production, inside the tools teams already depend on. Getting there is harder than it sounds. Forward Deployed Engineers at Atlassian work directly inside some of the world's largest organizations, building AI-powered agents, connectors, and workflows on Atlassian's platform. They work alongside customers to understand the real constraints, design solutions that hold up at scale, and see them through to deployment.

If We're Not Up, The Checkout Breaks

Kintsugi puts sales tax compliance on autopilot for 7,300 companies selling into 110 countries, and its tax engine sits inside other companies' checkouts. The answer has to arrive before the shopper finishes paying. "Typically, a customer's expectation is that we are returning the sales tax estimate on the invoice within 100 milliseconds." The cost of missing is not abstract: "For every minute that our sales tax API, if it ever goes down, our customers are not able to collect roughly $4 million in sales tax that they should be collecting.".