SUPABASE

Self-improving applications shift the economics of maintenance. Instead of per-token pricing, you pay per closed issue - and the closed loop (user feedback to GitHub issue to Codex scheduled task to reviewed PR) means the cost is predictable, the fixes are testable, and the human is in the merge decision, not the implementation.

Convex and Supabase both work for AI-powered apps. Here is when to use each, based on building production apps with both.

Zoer is a text-to-app platform that generates database schema, backend, and deployment from a prompt. How it compares to Lovable and Bolt as a vibe-coding alternative, and who it is actually best for versus a full framework like Next.js.

Lovable is an AI full-stack application builder that integrates directly with Supabase for authentication, database management, and real-time data. Here is what it looks like to build a complete course platform from a single prompt.

AI app builder - describe what you want, get a deployed full-stack app with React, Supabase, and auth. No coding required. Free tier available.