Notes From the Work

Practical guides and first-hand build notes on web development, AI, search, marketing and video.

AI Development

What Is a Forward Deployed Engineer?

A forward deployed engineer builds software alongside customers instead of far from them. What the role involves, how it differs, and the skills it takes.

AI Development

What Is Vibe Coding? A Plain Explanation

Vibe coding means building software by describing it to an AI. Here is what it is good for, where it breaks, and how beginners should approach it.