# What is Vibe QA?

Quality assurance for apps built with AI coding tools. Vibe QA is the practice of capturing bugs visually, generating structured reports with AI, and feeding them directly back to your AI coding assistant for fixing. No manual templates. No friction.

## The Origin of Vibe QA

**Vibe coding** — building apps by describing what you want to an AI assistant like Claude Code, Cursor, or GitHub Copilot and letting the AI write the code — went from fringe to mainstream in 2024. Developers ship in hours what used to take days.

But speed creates a new problem: **the QA layer didn't scale with the build layer.**

When an AI writes your code, bugs appear in unexpected places. The traditional QA workflow — write a bug report manually, fill in a template, attach a screenshot, explain the steps — was already slow. Against vibe-coded velocity, it becomes the bottleneck.

Vibe QA is the answer. It applies the same AI-native philosophy to quality assurance: capture the bug visually, let AI generate the report, and feed it directly back to the coding AI to fix.

## Three Principles of Vibe QA

### 1. Visual Capture, Not Text

Bugs are recorded as screen recordings, not described in forms. The visual is the source of truth — AI interprets it, humans don't have to transcribe it.

### 2. Direct LLM Feedback

Bug reports are structured as markdown, optimized for AI parsing. No translation layer between human observation and machine action. Your AI coding tool reads the report and writes the fix immediately.

### 3. Zero-Friction Loop

Record → Report → Export → Fix happens in one app with no context switching. Developers stay in the build flow, not the reporting flow.

## How clip.qa Enables Vibe QA

clip.qa is the first dedicated Vibe QA tool. It closes the loop that vibe coding opened:

- **Record on device** — iOS screen recording + optional voice narration
- **AI generates report** — Video analyzed, structured bug report created
- **One-tap export** — Send to Claude, Cursor, Linear, Jira, Slack, or directly copy
- **On-device by default** — Videos stay on your phone until you choose to share
- **Built for speed** — No SDK, no server setup, no accounts, no friction

Vibe QA flips the QA problem from a bottleneck into a feature: instead of slowing down your vibe-coded velocity, Vibe QA accelerates your fix velocity.