Blog.
Notes on building products, engineering, and working with companies.
How AI-Native Development Changes Your MVP Timeline
AI tooling doesn't just make developers faster, it changes what "weeks, not months" actually means for a startup's first release. Here's what actually changes in practice.
The Security Basics Every MVP Needs Before Launch
You don't need enterprise-grade security on day one, but skip these fundamentals and you're one bad week away from a breach, a failed audit, or a lost enterprise deal.
How to Scope an MVP Without Killing the Idea
Most founders either overbuild until the money runs out, or cut so much the product proves nothing. Here's how we decide what actually belongs in v1.
When to Re-Architect: Signs Your Product Has Outgrown Itself
No-code got you to your first customers. At some point it starts costing you more than it saves. Here's how to tell you've hit that point, before your users do.
Where Automation Actually Saves Founders Time (and Where It Doesn't)
Automation is oversold as a fix for everything. In practice, it only pays off in a handful of places, and actively hurts you in a few others.
Why Most Technical Roadmaps Fail Before They Start
A roadmap that lists features isn't a roadmap, it's a wish list. The difference between the two is what determines whether your team ships anything on time.