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Buy vs Build in the Age of AI (Part 3)

In Part 1, we looked at how AI has reduced the cost of building monitoring tools. Then in Part 2, we explored the operational and economic burden of owning them. Now we need to talk about something deeper. Because the real shift isn’t just economic; it’s structural. AI isn’t just helping engineers write code faster. It’s accelerating the entire software ecosystem; including how monitoring tools are built, maintained, and trusted.

My Room Still Looked Wrong - Until I Tried an AI Home Design Generator

I didn't expect much when I first tried an AI Home Design Generator and an AI Image to Image Generator. At that point, I wasn't trying to redesign anything seriously. I just knew my room looked... off. Not terrible, just never quite right. Every time I took a photo, something felt wrong - the layout, the lighting, maybe both.

How Local-First AI Agents Are Reshaping IT Operations Automation

IT operations teams have spent the last decade embracing automation - from auto-scaling rules and CI/CD pipelines to AIOps platforms that correlate alerts across sprawling infrastructure. Yet a fundamental tension remains unresolved: the most powerful AI automation tools require you to route sensitive operational data through external cloud services you do not control.

The Role of Automatic Gates in Efficient Commercial Operations

Managing a commercial property involves balancing many moving parts at once. Owners and managers must oversee site safety, traffic flow, and staff access daily. One of the most effective ways to streamline these tasks is through the installation of automated entry systems. These setups replace manual labor with reliable technology that works around the clock.

DevEx Talks episode 2 - Women in DevRel: What Matters in Open Source?

In this DevEx Talks episode, Adriana Villela and Cortney Nickerson explore what truly matters in open source through the lens of women in Developer Relations and Community roles. From diverse career paths to navigating DevRel as women in tech, they share honest reflections on impact, feedback, and long-term motivation in cloud native ecosystems.

AI Merge Conflict Resolution + Commit Messages in GitKraken Desktop

AI-assisted merge conflict resolution is changing how developers handle Git workflows. Watch GitKraken Ambassador Kevin Bost demonstrate AI-powered features that eliminate merge conflict dread, clean up messy commit history, and generate contextual commit messages in seconds.

Captur: Observability-First Mobile ML Inference for Better Customer Confidence

Captur builds a mobile SDK that brings real-time image recognition and actionable feedback directly into customers’ apps, running complex machine learning models entirely on device without cloud inference. This architecture delivers privacy and performance, but also creates unique challenges when it comes to observability and debugging, especially as crashes can originate from the host app rather than the SDK itself.

Event Intelligence for Agentic IT Operations

Modern IT teams are experimenting with AI agents. But individual agents, working in isolation are not enough. To truly achieve Agentic IT Operations, organisations need a platform — one that coordinates, governs, and contextualises AI-driven actions across the entire IT landscape. That’s where Interlink Software comes in.

Re-Inventing Network Operations: Are AI Extensions the Right Path?

For decades, telecom network operations have depended on traditional OSS tools – complex, services-heavy platforms that take years to modernize and even longer to deliver measurable business impact. This year at MWC, the leading OSS vendors showcased a variety of new AI extensions for their portfolios and marketed them as the fastest path to autonomous network operations. They are not.