The VibeProof Blog
Practical guides on testing AI-generated code and shipping with confidence. Written by a solo builder, for solo builders.
From Bug Report to GitHub Issue in One Click: How AI QA Closes the Loop
Most bugs die between 'I found it' and 'there's a ticket.' Here's how one-click GitHub issues from AI-generated test failures close the loop.
How We QA a 50,000-Line SaaS with AI (And What We Caught)
We built an AI QA system to test our own 50K-line SaaS. It found bugs we never would have caught manually. Here's the full breakdown.
VibeProof vs. Manual Testing: Why Clicking Around Isn't QA
Manual testing catches the obvious stuff. AI QA catches everything else. Here's a side-by-side comparison with real examples.
VibeProof vs. Playwright & Cypress: Different Tools, Different Jobs
VibeProof doesn't replace Playwright or Cypress. It answers the question they can't: what should you test? Here's how they work together.
AI Test Case Generator: How It Works and Why You Need One
AI test case generators analyze your code and produce structured test cases in seconds. Here's how they work under the hood and how to pick the right one.
Testing Code from Cursor vs. Copilot vs. Claude: What Breaks and Why
Cursor, Copilot, and Claude each have distinct bug patterns. Here's what breaks with each tool and how to test for it.
QA for Solo Developers: How to Ship Confidently Without a QA Team
You can't afford a QA team. You can't afford to skip testing. Here's a practical QA strategy built for solo developers shipping fast with AI.
How to Test AI-Generated Code: A Practical Checklist
AI-generated code ships fast but hides bugs in assumptions you didn't make. Here's a practical checklist for testing Cursor, Copilot, and Claude output.
The Vibe Coding QA Gap: Why AI-Generated Code Needs AI-Generated Tests
Vibe coding makes shipping 10x faster, but testing hasn't kept up. Here's why AI-generated code creates a unique QA gap — and how to close it.
What Is an AI QA Tool? A Complete Guide for Vibe Coders
AI QA tools read your codebase and write test cases automatically. Here's how they work, what to look for, and why every vibe coder needs one.
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