Chaos Engineering is non-negotiable in the AI era

We’ve all witnessed the AI boom over the past few years, but these seismic tech shifts don’t just materialize out of thin air. As companies rush to deploy AI models and AI-powered apps, we’re seeing a parallel surge in complexity. That growth is a threat to your system’s uptime and availability. It boils down to … continue reading

The architecture equation has changed—and it’s setting us free

I spent decades mastering software architecture, only to discover that 70% of my hard-won expertise could now be delivered by AI in seconds. This should have terrified me. Instead, it set me free. Let me back up. I started my career as a software engineer and quickly progressed through the ranks to architect. Around the … continue reading

Why your AI coding agent needs more than a plan: Lessons from the trenches

Moving into AI-first development is a journey, and we’re all learning together. I want to share some bittersweet lessons from my recent experience that might save you from hitting the same walls I did. The “Secret” Everyone Knows Let’s address the elephant in the room. By now, there are probably a million YouTube videos titled … continue reading

Liability and governance challenges in the age of AI

When the European Union’s Artificial Intelligence Act (EU AI Act) came into effect in 2024, it marked the world’s first comprehensive regulatory framework for AI. The law introduced risk-based obligations—ranging from minimal to unacceptable—and codified requirements around transparency, accountability, and testing. But more than a legal milestone, it crystallized a broader debate: who is responsible … continue reading

From vibe coding to vibe deployment: Closing the prototype-to-production gap

In February 2025, Andrej Karpathy coined the term “vibe coding” with a tweet that instantly resonated across the developer community. The idea was simple yet powerful: instead of writing code line-by-line, you describe what you want in natural language, and an AI model scaffolds the entire solution. No formal specs, no boilerplate grind, just vibes. … continue reading

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