Latest Articles

Because AI agents are probabilistic and can't be trusted on their own, developers need to build layered safeguards around them, and the cost of running them in production deserves as much attention as safety.

The scariest part of a 1,186-file PR is how quickly 15% coverage can start to feel like a thorough review.

This is a personal engineering essay, not a blueprint. I don’t know what the perfect service architecture looks like, and I won’t pretend I do. I’m not trying to sell this approach, I just want to share what I learned, in case it helps someone else avoid a few wrong turns.

I spoke with Todoist founder and CEO Amir Salihefendic about where developers and founders can find opportunities and what they should focus on next.

NVIDIA’s career ladder isn’t linear, and it’s pretty hard to make sense of from the outside. I did some digging and asked around, so you don’t have to.

As a Solutions Engineer at Atlassian, Chris Davidson works with clients in an effort to make the most of Atlassian's tools and has first-hand experience of how we adapt to using AI.

A lot of people are leaving software engineering because agent-based workflows killed their joy. I don't have that problem; I never liked the job in the first place.

It all starts with one simple question from the business side: "Can we ship this early?"

Want to become a Netflix software engineer? Here’s an overview of Netflix’s engineering career ladder, from entry-level L3 to Software Engineer L7.

We started with a simple question: how much traffic can the service really handle? The answer was in understanding the system’s real limits.

Voice AI may be sold as a model problem, but the real bottleneck is whether the system can survive real-time demands, stay reliable, and do it at a cost that makes sense.

Your team may already know the risk. The question is whether they feel safe saying it.

Over time, the content a messaging campaign sends can shift away from what was originally approved. We call this campaign drift, and in business messaging, it's a real and recurring problem.