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

Introduction to End-to-End Testing: Everything You Need to Know in 2025

End-to-end (E2E) testing is a crucial software testing methodology that ensures an application works flawlessly from start to finish. In today’s fast-paced development cycles (think Agile and DevOps), E2E testing helps teams validate entire user workflows – from the user interface on the front end, through any APIs or services, down to databases or external integrations – exactly as a real user would experience them.

Speeding up AI Coding Assistants using Deterministic Feedback

AI coding assistants are transforming the way developers approach software development by automating routine tasks and enhancing code quality. These tools leverage artificial intelligence and machine learning to provide real-time code suggestions, auto-complete functions, and even debug existing code, making the development process faster and more accurate. Modern AI coding assistants integrate seamlessly with a wide range of programming languages and frameworks, including Java, Python, and C++.

Vibe coding with the incident.io API

Many, many years ago, I was a computer science major at the University of Illinois, hoping someday I’d be able to write code for a living. I started my career in QA hoping to learn the ins and outs of software development. But it turns out I wasn’t very good at coding. I was just good enough to get a role as a sales engineer, where all I had to do was write code that could hold together for 30 minutes in a demo.

CFO Cloud Cost Metrics: Key KPIs To Track

Cloud services have become an indispensable resource for businesses seeking agility, scalability, and innovation. However, with this increased reliance on the cloud comes the challenge of managing and optimizing costs effectively. For Chief Financial Officers (CFOs), understanding and tracking cloud cost metrics is crucial to maintaining financial health and ensuring strategic investments yield the desired returns.

PagerDuty vs. Spike: Which Tool is Better for Alerting in 2025

If you’re stuck choosing between PagerDuty vs. Spike for alerting, you’re in the right place. I wrote this blog post to help you make a clear choice. To do this, I signed up for both tools and ran a full, hands-on comparison to see which one performs better in real-world scenarios. This detailed analysis will show you the key differences, declare a clear winner based on a 25-point scoring system, and give you the confidence to pick the right tool for your team. Let’s get started.

Console Connect Ecosystem Update August 2025

In this ecosystem update, we share details of 11 new data centre locations now available on the Console Connect platform, along with new global on-ramps across the ''big three'' cloud providers. Across the U.S., we’ve expanded our footprint in New Jersey, Florida, Utah, and Ohio, giving you access to more local data centres with ultra low-latency connectivity.

PostgreSQL Performance: Faster Queries and Better Throughput

A PostgreSQL setup that performed well with 10,000 users starts to show strain at 100,000. Queries that once returned in under 50ms now take over 2 seconds. The connection pool regularly hits its limit during peak usage, leading to timeouts and degraded performance. This blog focuses on practical ways to reduce query latency by 50–80% and increase throughput for high-concurrency environments.

Breaking through the Senior Engineer ceiling

You’ve made it to Senior engineer. Now what? You’re now staring at the next level, Staff typically, sometimes Principal, or whatever your company calls it. The path feels murky. Your manager gives you feedback like “show more technical leadership” or “think bigger picture”, but what does that actually mean day-to-day? I’ve been there. I’ve also been on the other side, helping engineers grow through whatever explicit (or implicit) levels a company has.

GitKraken Desktop 11.3: This is either a brilliant or terrible idea

AI-powered commits? Rewriting your Git history? We know, it sounds unhinged. But in GitKraken Desktop 11.3, Commit Composer makes it possible to take messy WIP or past commits and turn them into a clean, logical story. In this video, we’ll show you how Commit Composer works, when to use it, and what it means for your workflow. What Commit Composer can do: Plus, we cover other new features in 11.3: Git Blog: gitkraken.com/blog.