The Quality Tax: AI MVPs Cost More to Fix
Agencies pitch AI-built MVPs as faster and cheaper. The 2026 data says fixing them costs 2-3x what you saved. Here is the real founder math, with sources.
Blog
Browse through our blog page filled with updated information and the latest tips to help you achieve your goals.
AI Code Has an Owner Problem
The Linux kernel just made humans legally responsible for every AI-generated line. Your dev shop contract should too. Five clauses, one weekend audit, answer by Monday.
Vibe Coding Is Disposable. Stop Shipping It.
Vibe-coded code is unmaintainable by design - patches don't stick, bugs return, the rebuild verdict lands. The generate-validate-kill workflow that prevents it.
4.5 · Vibe Coding Done Right: 5 Ceiling Signals
The 5 architectural ceiling signals that tell you the Lovable + Supabase + Stripe shed stopped holding. Two firing for 4+ weeks = graduate. Lesson 4.5 of the course.
Self-Serve Stack Walkthrough: Lovable + Supabase + Stripe, Session by Session
Step-by-step walkthrough of shipping a B2B SaaS MVP on Lovable + Supabase + Stripe across four build phases - at an evenings-only pace or full-time. Free.
4.4 · The Self-Serve MVP Stack: Build Phases
The build plan: 4 phases from Lovable UI to live Stripe checkout, one demo each, and the 5 green lights that mean the MVP is done. Companion build guide to Lesson 4.3 (Tools & Setup).
4.3 · The Self-Serve MVP Stack: Tools & Setup
Why Lovable + Supabase + Stripe is the dominant self-serve path. Plain-English roles, the 3 pre-flight rules, and the AI leakage check. Lesson 4.3 of the course; Lesson 4.4 walks the build.