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Vibe Coding Safety Net

Catches leaked secrets and risky patterns in AI-written code before push.

Intermediate24h1–2 people16/20 fit
TL;DR

Build Vibe Coding Safety Net for people shipping ai-generated code in ~24h with 1–2 people. Stack: Node.js + Gitleaks + LLM.

Why it wins: Timely for the vibe-coding era, with a real block.

Build flow

01 · Problem
AI-generated code often ships with hard-coded keys and unsafe patterns.
02 · Solution
A pre-commit check scans for secrets and common risky patterns, explaining each in plain words.
03 · Build
  1. 1Integrate secret scanner
  2. 2Add pattern rules
  3. 3Explain findings
  4. 4Hook installer
04 · Demo
Paste AI code with an API key → commit blocked → explained fix.

MVP checklist

  • Secret scanning
  • Risky pattern rules
  • Plain explanations
  • Pre-commit hook

Tech stack

TechRole
Node.jsBackend runtime
GitleaksSecret scanning
LLMLanguage model

Reference repos

Open-source projects you can build on. Links checked 2026-10-31.

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