JP Uncompiled

Tactical AI for enterprise software teams

I'm JP, short for John Paul. I've led teams, scaled systems, and written a lot of code over the past 20 years. These days, I'm focused on what AI is doing to modern engineering, and what it takes to use tools like Claude and GPT effectively in real-world software systems.

Here I share hands-on tactics for agentic coding, explore the evolving role of engineers in an AI-powered org, and talk through the leadership challenges of getting teams to adopt this stuff without hype.