Why Your MVP Takes 16 Weeks When It Should Take 4
Traditional dev shops still sell 16-week MVPs. With AI-powered teams, founders can ship in 4-6 weeks. Here is what the delay is really costing you.
The 4-Week MVP Reality Check: Stop Getting It Wrong
AI has made 4-week MVPs real, but most founders still misdefine done. Here is what a real MVP build looks like versus a demo.
Why Non-Technical Founders Should Skip Learning to Code
Spending 12 months learning to code instead of shipping is a mistake. Here's why non-technical founders should hire instead.
Build an MVP in 4-6 Weeks Without Learning to Code
Non-technical founders can ship a real MVP in 4-6 weeks. No-code platforms are production-grade now, not prototypes.
AI-Native MVP Architecture: Stop Building for Yesterday
AI-native MVP architecture puts models at the core, not the edge. Founders who design this way from day one iterate 5x faster.
Vibe Coding Your MVP: What Founders Must Know
Vibe coding lets you ship in days, but 45% of AI-generated code has security vulnerabilities. Here's when to stop relying on it.
You Used AI to Build It. Now What?
AI tools make shipping an MVP trivially easy. Owning what you built after launch is where most non-technical founders get stuck.
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.
How to Evaluate a Software Agency Before You Hand Them Your Product
Hiring a software agency is one of the highest-stakes decisions an early-stage startup makes. This guide walks you through the exact questions to ask before signing anything, so you don't lose months of runway finding out the hard way.
How to Add AI to Your SaaS Without Hiring an ML Engineer
Most founders think adding AI to their SaaS means hiring expensive ML talent. It doesn't. This post breaks down exactly what you need to ship a real AI feature — without building a model, without a specialised hire, and without wasting months figuring it out.