When the model has never seen your code
This is the fifth article in a series about Agent Experience (AX): the practice of making AI coding agents work correctly with your technology. The series covers what you can and can’t control in the…
Read the full articleYou might also wanna read
Developer experience is dead. Long live agent experience.
Developer experience is giving way to agent experience: context, deterministic environments, verification, and safety for reliable AI coding
What AI Has Never Seen: The Context Gap in Code Generation
AI coding tools generate code from docs and examples—but they've never seen your production traffic. Here's what breaks AI-generated code.

The Rise of Agentic Experience (AX) Design: Moving Beyond Human-Facing UX
As AI agents quietly take over workflows, a new discipline is emerging: AX (Agentic Experience) Design. The designers who thrive in the next

The Rise of Agentic Experience (AX) Design: Moving Beyond Human-Facing UX
As AI agents quietly take over workflows, a new discipline is emerging: AX (Agentic Experience) Design. The designers who thrive in the next

How AI Coding Agents Are Reshaping Software Development: Capabilities, Limitations, and the Future
Take it easy.
Code Review Skills Are Essential for Effective AI Agent Usage in Programming
Using AI agents correctly is a process of reviewing code. If you’re good at reviewing code, you’ll be good at using tools like Claude Code,
How AI Coding Models Are Outpacing Our Context Control Systems
Like most folks, I’ve been using The Models 1 to write code now for the better part of a year. My process has changed over the course of the

Comments
Sign in to join the conversation.
No comments yet. Be the first.