Insights

This is where I write about what I’m exploring, from architecture patterns and workflow design to the common mistakes I see early-stage teams make. These posts are written for founders, engineers, and anyone building something real. No buzzwords. No fluff. Just practical insight from the trenches.

Hiring AI talent today feels like playing a game where the rules keep changing. High demand, few specialists, and even

Balancing a full-time role with startup exploration has always been hard. Time is tight, energy is split, and most of

We talk a lot about AI potential. But the work that makes it possible, clean, reliable, context-rich data, often goes

Many technical founders (myself included) can build quickly, but figuring out what the market actually wants? That’s often the harder

In corporate settings, even great ideas can stall. You see a clear AI opportunity, but then run into: Recently, I

Most founders start with a gut feeling, a hunch, a pattern they’ve noticed, maybe a bit of early traction. But

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