clip.qa is a mobile app that turns screen recordings into structured bug reports. Record a bug on your phone, and clip.qa's AI generates steps to reproduce, device context, and environment details. Reports export to Jira, Linear, GitHub Issues, or as LLM-ready markdown for AI coding tools like Claude Code and Cursor. No SDK required — works on any app.

What is Vibe QA — and why does it matter?

Vibe QA is quality assurance for apps built with AI coding tools — a practice that emerged alongside vibe coding (using AI assistants like Claude Code, Cursor, and Copilot to build apps rapidly). Because vibe-coded apps ship faster than traditional QA can keep up, Vibe QA uses AI-native tools to close the loop: capture bugs visually, generate LLM-ready reports automatically, and feed them back to the same AI tools that built the app. clip.qa is the first dedicated Vibe QA tool.

Does clip.qa work with OpenClaw projects?

Yes. clip.qa works with any app built with OpenClaw or any other AI coding framework. Record a bug in your OpenClaw app, generate a structured report, and feed it to your OpenClaw agent — which can then implement the fix autonomously.

How is clip.qa different from Jam?

Jam is a browser-only Chrome extension — it works on web apps but has no mobile support. clip.qa is mobile-first: it records any native iOS or Android app using the device's built-in screen recording, with no SDK or code changes required. clip.qa also exports LLM-ready structured reports that AI coding tools like Claude Code and Cursor can parse and act on directly.

Do I need to install an SDK or add code to my app?

No. clip.qa works without any SDK integration. It uses your phone's native screen recording, so it works on any app — including competitor apps you're testing, OpenClaw projects, and apps you don't have source access to.

How much does clip.qa cost?

clip.qa offers a free tier with 30 bug reports per month, all auto-summarized by AI. Team is $12.99/month or $129/year for unlimited reports and 200 AI-assisted reports per month. Enterprise pricing is custom with unlimited everything, SAML/SSO, audit logs, and priority support.

What platforms does clip.qa support?

clip.qa is available on iOS with Android coming soon. Bug reports can be exported to any platform — Jira, Linear, GitHub Issues, or directly as prompts for Claude, Cursor, and other AI coding tools.

clip.qa / Use cases / Android Development

Zero-SDK bug capture for any Android app.

clip.qa works on any Android app — production, beta, or side-loaded APK — with no SDK integration, no manifest changes, and no ADB setup. Device model, Android version, and app context are captured automatically.

Record. One tap. Structured bug report in 30 seconds.

Join Android beta

The Android Reality

Android fragmentation makes bug reporting harder.

Thousands of device/OS combinations. One tool that works across all of them.

24,000+

distinct Android device models in active use globally

OpenSignal Android Fragmentation Report

major Android OS versions still in active use in 2024

Android Developer Dashboard

30s

to generate a complete bug report with full device context

clip.qa internal benchmark

The Problem

SDK tools only work on apps you built.

Instabug and similar tools require SDK integration in the app itself. If you're testing a competitor's app, a vendor integration, or an APK from another team, you're out of options. Until now.

SDK-based tools

clip.qa

Works on any APK

No — requires source integration

Yes — any installed app

Competitor app testing

Impossible

Record anything on your device

Setup time

Hours per app

0 — install clip.qa once

Device context

SDK-dependent

Auto: model, Android version, app

LLM-ready output

Yes — paste into Claude Code, Cursor

How it works

Record. Report. Fix.

1. Open clip.qa and record

Launch clip.qa on your Android device. Navigate to the bug in any app — side-loaded APK, beta build, or production release. Device model and Android version are captured automatically.

2. AI generates the report

One tap. clip.qa's AI produces a structured bug report with steps to reproduce, expected vs actual behavior, Android version, device model, and full environment context in LLM-ready markdown.

3. Export or paste into your AI tool

Send to Jira, Linear, or GitHub Issues. Or paste directly into Claude Code or Cursor — the report gives your AI coding tool everything it needs to write the fix immediately.

Android FAQ

Does it work on side-loaded APKs?

Yes. clip.qa records at the Android OS level, so it works on any app installed on your device — Play Store apps, side-loaded APKs, enterprise builds, or beta distributions. No changes to the APK under test are required.

Do I need ADB or developer mode?

No. clip.qa does not require ADB, USB debugging, or any developer mode settings. It's a standard Android app you install and use normally. The only permission it needs is screen recording, which Android prompts for on first use.

Does it work on emulators?

clip.qa is designed for physical Android devices. While the screen recording functionality may work on emulators, the device context (model, exact Android build) captured on a physical device is more reliable and actionable for bug reports. We recommend testing on real devices for the most accurate reports.

What Android versions are supported?

clip.qa supports Android 8.0 (Oreo) and above, which covers the vast majority of active Android devices in 2024. Device model and Android version are automatically included in every bug report.

The Android bug reporter that works on every app.

Free to start. No SDK. No ADB. No setup.

Join Android beta See iOS version