Your Vibe-Coded Prototype Is Not a Product
Your vibe-coded prototype demos well. That does not make it a product. Here is what the transition actually requires.
Vibe Coding Built Your MVP. Here Comes the Real Bill.
Vibe coding helped you ship fast. But over 8,000 startups later needed rescue engineering. The post-launch cleanup is the real cost.
Vibe Coding Is Real, But It's Not a Developer Replacement
Vibe coding is a real and useful tool for non-technical founders. It's also not a substitute for real engineering — and the data on security flaws and bug density makes that clear.
What a Fractional CTO Actually Does in Your First 90 Days (It's Not What You Think)
The fractional CTO market is flooded with advisors who give you strategy decks. Here's what the real work looks like across your first 90 days — and what to watch out for.
How to Validate a Startup Idea Before Writing a Single Line of Code
L Before you hire a developer or open a code editor, you need to know if anyone actually wants what you're building. Here's a practical framework for validating startup ideas fast.
GPT, Claude, or Gemini: Which LLM Should You Actually Build With?
Every founder building an AI product hits this question early. GPT-4o, Claude, and Gemini each have real strengths and real blind spots. This post breaks down which one fits which job, and how to make the call without overcomplicating it.