Michelle Calloway

What Legal and Privacy Basics Should Every Founder Handle Before Launching an AI-Built App?

Michelle Calloway

Published on: 10/10/2026

Before you launch your app, you need more than working code. Here's the plain-language legal and privacy checklist every founder should complete first.

legalprivacy policyGDPRterms of serviceapp launchfounders

How Do You Know When a Vibe-Coded App Is Ready to Move from Prototype to Production?

Michelle Calloway

Published on: 03/10/2026

Is your vibe-coded app actually ready to launch? Use this plain-language checklist covering security, stability, legal basics, and UX to find out.

prototypeproduction readylaunch checklistvibe codingMVP

Why Does AI-Generated Code Keep Failing Security Tests? What Every Founder Needs to Know

Michelle Calloway

Published on: 26/09/2026

AI-generated code fails security tests 45% of the time. Here's why it happens, what the real risks are, and what founders should do before launch.

AI securityvibe codingcode reviewfoundersOWASP

How Do You Scale an AI-Built App Without Inheriting a Technical Debt Crisis?

Michelle Calloway

Published on: 19/09/2026

Vibe-coded apps hit architectural limits fast. Here's a plain-language guide to scaling your AI-built product without a technical debt crisis derailing your growth.

technical debtscalingAI developmentSaaS architecturevibe codingfounders