I code-reviewed 3 "vibe-coded" PRs last week. Every one had hardcoded API keys.

<h2> What I built </h2> <p>For Hacktoberfest 2026 Week 2's <strong>Side Hustle</strong> challenge, I built <a href="https://github.com/kushal-pandey/securelocal-ai" rel="noopener

<p>Vibe coding is everywhere. You prompt Claude or ChatGPT, paste the output, ship it. Fast. But here's the problem nobody talks about: <strong>AI models consistently produce the

<p>A few weeks ago I decided to build something that could actually help me (and other devs) catch bugs and bad patterns before they ship — so I built <strong>CodeMate</strong>, a

<p>I started this project because vibe coding makes it possible to get an app<br /> working before a beginner has learned how secrets, frontend bundles, or Git<br /> history

<p>A month ago I shipped <a href="https://github.com/GoodJobwilliam/aicraft/tree/main/products/mcp-code-review" rel="noopener noreferrer">aicraft-code-review</a>, an MCP server