Blog
Practical writing on engineering, AI automation, and product strategy — grounded in how we actually build, not trend pieces.
AI & Automation
· 4 min read
The best AI systems start with one question: what repetitive workflow is actually slowing your team down? A practical look at where AI agents create real value — and why reliability beats an impressive demo.
Engineering
· 4 min read
The strongest early products aren't over-engineered — they're built with enough structure to support change. Here's what's worth getting right before scale becomes the problem: clear boundaries, reliable foundations, and an architecture built to evolve.
Startup & Product Strategy
· 4 min read
An MVP isn't a smaller, lower-quality version of your product — it's the smallest complete experience that tests whether customers actually want it. Here's how to scope the right one.