Self Improving Applications with Claude Code & Codex
Source title: Self Improving Applications with Claude Code & Codex. Source description: Build a Self‑Improving Next.js App: Supabase + Vercel Eve + GitHub Issues + Agent Loops Check out Supabase: https://supabase.plug.dev/1wWOTGS The video demonstrates how to build and deploy a self-improving application by scaffolding a Next.js app with Supabase and Vercel’s Eve framework, wiring in the Vercel AI Gateway, and adding a ChatGPT-style UI with ShadCN components. It shows creating a Supabase project
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Source title: Self Improving Applications with Claude Code & Codex. Source description: Build a Self‑Improving Next.js App: Supabase + Vercel Eve + GitHub Issues + Agent Loops Check out Supabase: https://supabase.plug.dev/1wWOTGS The video demonstrates how to build and deploy a self-improving application by scaffolding a Next.js app with Supabase and Vercel’s Eve framework, wiring in the Vercel AI Gateway, and adding a ChatGPT-style UI with ShadCN components. It shows creating a Supabase project
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The title and description alone do not establish the agent autonomy level.
Agents In Use pipeline: video selected by TypeSafe Jev using source title/description only; recording and outcomes not independently verified.
Credit: Developers Digest
Source published 4 Aug 2026
Source checked 14 Oct 2026
Tools and topics
Claude · Codex
video · agent-demo
Editorial completeness: 75/100. Measures documented fields, not agent performance or verified outcomes.
Video notes
Developers Digest · YouTube
- Source title: Self Improving Applications with Claude Code & Codex