Thinking out loud about technology, process, and the things I'm learning. Not polished essays — working notes from the lab.
You don't need to become a software engineer. But understanding how software works changes how you think about every problem. Here's what learning to code taught me about business transformation.
The hype around AI is loud. But after months of building with it, I've learned that AI is most powerful when treated as a precision tool, not a magic wand. Here's how I think about practical AI.
Process improvement frameworks like Six Sigma translate surprisingly well to software development. DMAIC, root cause analysis, and statistical thinking can make you a better builder.
What happens when you pair a business mind with AI coding tools? I've been experimenting with 'vibe coding' — using AI to turn ideas into prototypes in hours instead of weeks.
Before you hire someone to do a repetitive task, ask: can this be automated? An automation-first mindset is the most valuable skill in the modern workplace.