Founder of Avery.dev decided the platform should build itself, not just showcase demos. After testing popular 2024 vibe‑coding tools like Lovable, Bolt, and Replit, he found polished UIs hid fragile back‑ends and credit‑based pricing that penalized users for AI errors. The gap between demo and production became stark for developers everywhere.

Recognizing that credit consumption rewards struggle, the founder re‑imagined pricing: a predictable monthly fee and a system that absorbs costly iterations. By letting Avery generate its own production code, the team created a feedback loop where bugs hit the product directly, forcing rapid, aligned improvements for all users and investors.

Beyond a marketing stunt, this dogfooding approach signals a shift in AI‑coding philosophy: users should not pay for inevitable mistakes. As the industry moves from flashy prototypes to real SaaS, Avery’s model offers a blueprint for aligning incentives, reducing friction, and turning code generation into reliable product delivery for developers.