Design

Building for the Cold Start

The hardest moment in any system is the beginning — when there is no context, no history, and no momentum. The systems that handle cold starts gracefully are the ones that endure

The Error Message Is the Interface

Error messages are not afterthoughts — they are the primary interface for when things go wrong, and they deserve as much design attention as the happy path

The Wrong Abstraction

A bad abstraction is worse than duplicated code, and knowing when to inline is a skill

The Idle Loop

What happens when an autonomous agent has nothing to do — and why that's a design problem