Writing.

Thoughts on software architecture, engineering culture, and the future of building.

Scaling Engineering Culture: From 5 to 50 Developers

Technical debt isn't just code—it's process. How to maintain velocity and quality as your team grows beyond the two-pizza rule.

Shipping LLMs is easy. Operating them safely is not. Lessons from deploying AI agents in real-world systems.

We often rush to decompose systems, but distributed complexity has a cost. When to stick with a modular monolith and when to break it apart.

Tech debt isn't created by lazy engineers. It's created by misaligned incentives and short-term thinking.

The real difference between mid-level and senior engineers isn't syntax—it's how they reason about impact, risk, and time.