The traditional PM role isn’t just changing — it’s being structurally replaced from the inside. One person, the right spec, and the right toolchain now does what five used to. Here’s what that actually looks like.
The MVP Is Dead. Vibe Coding Killed It. But Not For the Reason You Think.
The MVP was always a workaround for expensive software. Vibe coding eliminated that excuse. Here’s why the prototype is now the spec — and why spec-first is the only rational model for what comes next.
You Don’t Have an Architecture Problem. You Have an Artifact Problem.
The conversation about AI-native software development is having the wrong argument.
The SDLC Didn’t Get Faster. It Got Restructured.
What AI actually changes about every stage of software development — and why the phase everyone ignores is now the most important one.
Distribution Is the New Dev Budget
I raised $100,000, burned $90,000 on development, and shipped to almost nobody. Here’s the ratio I wish I’d known — and why the economics of 2026 have made getting this wrong significantly more expensive.
The Spec Was Always the Product
AI didn’t create spec-driven development. It just made ignoring it unaffordable.