Architecture

System design, distributed patterns, and architectural thinking for engineers building at scale.

Building for Scale: Architecture Patterns That Actually Work

Most scaling advice is generic. Here are the patterns that have consistently worked across real systems handling millions of requests — and the ones that sound good but fail in practice.

Durval Pereira

March 10, 20265 min

AI EngineeringArchitecture

The AI Engineering Mindset: What Changes When You Build with LLMs

AI engineering isn't just software engineering with a model attached. The feedback loops, failure modes, and quality signals are fundamentally different. Here's how to think about it.

Durval Pereira

March 5, 20266 min