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The Quality Tax: AI MVPs Cost More to Fix

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.
AI Code Has an Owner Problem

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 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.