Showing tag results for AX

Jun 11, 2026
Post comments count0
Post likes count0

Your agent just scaffolded a project from 2020

Waldek Mastykarz

Your agent ran a scaffold command. Project generated, dependencies resolved, no errors. Everything looks fine. Except it's based on the project structure from 2020, and neither you nor the agent noticed. How npx picks the right-but-wrong version When an agent scaffolds a project or runs a CLI tool, it often reaches for without specifying a versi...

AI
Jun 10, 2026
Post comments count0
Post likes count0

Is your agent extension actually working?

Waldek Mastykarz

This is the third 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 agent stack, how to measure whether your extensions are helping or hurting, and how to iterate toward better outcomes. You shipped your skill, wrot...

AI
May 27, 2026
Post comments count0
Post likes count1

How AI coding agents actually use your technology

Waldek Mastykarz

You ship an SDK, a CLI, an API, and developers use it. Now AI coding agents use it too, except they use it differently than humans do. Most of the time you have no idea what's actually happening between "developer types a prompt" and "agent generates code with your technology." Is the agent reading your docs? Is it calling your MCP server? Is it ig...

AI
May 21, 2026
Post comments count0
Post likes count3

The AX stack: what’s fixed, where you can win

Waldek Mastykarz

AI coding agents promise to make you more productive. On the surface they do, but in practice they fall short: agents generate code that doesn't compile, use a deprecated SDK, or pick the wrong service entirely. Is it you using it wrong? Is it your tech stack? Or is it the tools you haven't configured yet? The stack between a developer's prompt ...

AIMicrosoft for DevelopersSecurity