Beyond Vibe Coding: How to Turn an AI Prototype Into a Product Users Can Trust
AI has made it surprisingly easy to create a working prototype. A founder can describe an idea, generate a database schema, build a user interface, co…
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MVP vs MLP
The MVP was a great idea that got misused. "Minimum viable product" was meant to be the smallest experiment that tests a hypothesis. In practice it be…
The Hidden Cost of Building an MVP Too Fast
Speed matters when building an MVP. But speed without product judgment can become expensive. A lot of startup teams today want to launch in weeks, not…
The MVP Feature Prioritization Framework I’d Use Before Writing Code
Most MVPs do not fail because the team lacked features. They fail because the team built too many features before proving the core problem was worth s…
The Best MVPs Feel Manual Before They Feel Scalable
Founders often want their MVP to be scalable from day one. They want automation. They want dashboards. They want integrations. They want clean backend…
AI-First MVP Development: How Startups Should Build Products in 2026
AI has changed the way startups build products. A few years ago, building an MVP usually meant creating the smallest usable version of an app. A login…
The Modern MVP Is Not Just a Smaller App, It Is a Validated Workflow
MVP development has changed. A few years ago, building an MVP usually meant taking a big product idea and reducing it to the smallest possible version…
How To Build An AI-Powered MVP Without Burning Your Startup Budget In 2026
Want to build an AI-powered MVP without burning your startup budget in 2026? Start by refusing to build everything. Most founders don’t lose money bec…
From Zero to MVP: A Practical Guide to Prediction Market Development
Or: what broke on my first three attempts so you don't have to repeat it Step 0. Before you write a single line of code I've built two prediction mark…