Operations | Monitoring | ITSM | DevOps | Cloud

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.
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Extreme automation and the SAP Cloud ERP journey

Cloud ERP arrives as the new holy grail of ERP architecture: a composable, flexible and scalable collection of core business services working together to meet enterprise ERP needs. Of course, getting there for a large enterprise with significant existing complexity across legacy SAP implementations isn't a trivial task. Much has been written about S/4HANA migration, but less explored are the benefits of automation solutions used for the regular operations of SAP to migration projects. These solutions offer a number of accelerators and benefits to migration projects and SAP teams, so it is worth exploring.

Real-Time Data Integration Guide: Best Practices and Architecture

Real-time data integration today is not just about speed—it’s about resilience, consistency, and scalability under pressure. Businesses that master these architectures report up to 23% higher profitability because it moves reliably when it matters most. But building for that kind of reliability is where most systems fall short. Many pipelines labeled “real-time” are only fast until they hit traffic spikes, schema drift, or conflicting data models.

The ROI of monitoring your Azure environment: Prevent surprises, control costs, boost uptime

Like many cloud providers, Azure offers services that scale with usage. However, unanticipated overutilization of Service Bus, Azure Functions, and SQL databases can incur additional costs. Managing these resources effectively is crucial for keeping the billing framework predictive.

Mission Impossible: Find out the Reasons Why Your Network Is Down (and How to Proactively Prevent Network Downtime)

Your mission, should you choose to accept it, is to prevent network downtime before it takes your business offline. The threat is real. One moment, your network is up. The next calls drop, websites freeze, apps stall, and customers vanish. You hear the dreaded question echoing across departments: “Is the network down?” You’re not alone.

Is Accumulated Depreciation an Asset or a Liability?

Depreciation plays a critical role in financial reporting and asset management. It helps businesses allocate the cost of an asset over its useful life, ensuring that financial statements accurately reflect the asset's declining value. One term frequently encountered in this context is accumulated depreciation. Yet, many are unclear about whether it is considered an asset or a liability.

Shedding Light on Kafka's Black Box Problem (with OpenTelemetry)

"All language is but a poor translation." — Franz Kafka This quote by Franz Kafka reminds me of the time when I used to look at metrics from “Apache Kafka” topics trying to figure out what was causing the huge lags and manually deleting the messages in certain partitions to get rid of polluted messages. Yep, pretty lost in translation. I wasn’t aware of the power of observability for a Kafka producer-topic-consumer system.

An Easy and Practical Guide to CDN Monitoring

A CDN delivers your content around the world, making sure users get it quickly and reliably. When it slows down or goes offline, users notice right away. Good CDN monitoring gives your team the information needed to fix issues before they affect users. This guide explains the basics of CDN monitoring and shows practical ways to set it up.

Graylog vs Loki: Key Differences and Use Cases

Logs are a key part of building and running software, but managing them can get complicated fast. As your apps grow and generate logs from many sources, choosing the right tool to store, search, and analyze those logs becomes important. Graylog and Loki are two popular options, each with a different way of handling logs. In this blog, we’ll break down the main differences between Graylog and Loki, how they work, and which types of projects they suit best.