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GuideVibeFix 编辑部Updated Sep 30, 2026

Vibe Coding Security Checklist: 6 Rules Learned from the Moltbook Leak

AI coding tools optimize for “make it run”, not “make it secure” — the Moltbook leak of 1.5M tokens is the proof. This guide gives six rules: RLS, secret management, auth self-testing, input validation, dependency review, and a launch checklist, to close the most common holes before you ship.

Vibe coding security checklist cover

Why is vibe coding especially prone to security issues?

AI coding tools optimize for “make it run”, not “make it secure”. They skip every step that “doesn't affect running”: RLS, secret management, input validation. And vibe coders are often building a complete product for the first time — they don't even know what to check. The Moltbook leak of 1.5M tokens is the textbook case: features shipped at lightning speed, the security door wide open.

Rule 1: Always enable RLS on Supabase

This is the direct lesson from the Moltbook incident. Whenever you use Supabase (or another BaaS), the first thing after creating a table is to enable Row Level Security — deny everything by default, then allowlist as needed. Before launch, run all queries with the anon key to confirm nothing leaks.

Rule 2: Secrets never enter the repo

AI-generated code often contains hardcoded API keys. The iron rule: all secrets go in .env, .env goes in .gitignore; before committing, grep for sk-, api_key and similar; use the platform's secret management (e.g. Vercel Environment Variables).

Rule 3: Test auth logic yourself, three times

AI-written login/auth code “looks like it works”, but edge cases are often wrong. Test it yourself: access protected pages while logged out, user A accessing user B's data, behavior after token expiry. Three times is not too many.

Rule 4: Never trust user input

Forms, URL params, file uploads — validate everything server-side. AI often does frontend-only validation (or none at all), and bypassing the frontend takes an attacker a single curl command.

Rule 5: Glance at a dependency before installing

AI may hallucinate package names or pull in long-abandoned versions when recommending dependencies. Before installing, take a look: weekly downloads, last update time, any security warnings in the issue tracker.

Rule 6: Run the checklist before launch

Ten minutes before shipping, go down the list and check:

RLS enabled

Secrets in environment variables

Auth tested three times

Server-side input validation

No known vulnerabilities in dependencies

Error messages don't leak stack traces

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