
The Hardest Part of AI Isn't the AI
After 6 months of building, shipping, and leading with AI tools every day, I can tell you the technology was the easy part. A Quick Rewind Last fall, I wrote about AI being the first thing in 20 years that genuinely changed how I work and then the workflow shifts that followed —builder to architect, the "worth doing" threshold dropping, parallel execution changing everything. Then I went quiet. Not because I lost interest. Because I went deep—building infrastructure, integrating tools, navigating the organizational reality of AI adoption. Living it instead of writing about it. Here's what I learned that I didn't expect. The Technology Figured Itself Out Let's get this out of the way: the tools are incredible now. I run a stack that would've sounded fictional two years ago. Cursor for deep coding context. CodeRabbit scanning every PR before I look at it. Claude for the kind of architectural reasoning that used to require a whiteboard and three senior engineers. GitLab Duo woven into the
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