Blog

An in-memory Map is not a rate limiter on serverless. Here's why, what I replaced it with, and the one remaining tradeoff worth understanding.

I built a script that handles research, slide generation, and scheduling for Instagram carousels. It works. The engagement still didn't come from the automation.

If your path feels messy, it's probably because you're learning. Trying things isn't the problem — unexamined experimentation is. Here's how to turn a non-linear path into a competitive advantage.

Most people try to break into tech alone. That's the problem. The fastest progress happens when learning, opportunity, and accountability overlap — and that overlap lives in community.

Most people believe there's one correct way into tech. That belief keeps capable people stuck. Here's what actually separates those who break in from those who don't.

I work full-time at Northwestern Mutual and ship side projects on the side. Here's the honest breakdown of how I actually make that work.

First principles, stack choices, and what I'm validating in week one.