fusiontest 0.1.21

AI-powered UI testing for mobile and desktop — by FusionLeap.io

🧪 FusionTest

AI-powered UI testing for mobile and desktop — built by FusionLeap.io

FusionTest uses large language models to execute UI tests the way a human would — reading screens, making decisions, and adapting to UI changes automatically. No brittle scripts. No maintenance overhead. Just natural language test goals that run anywhere.

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✨ Features

Feature	Mobile (iOS/Android)	Desktop (Win/Mac/Linux)
Natural language test goals	✅	✅
Zero-maintenance execution	✅	✅
Multi-locale / 50+ languages	✅	✅
Hallucination guardrails	✅	✅
Loop detection & backtrack	✅	✅
CI/CD integration	✅	✅
Vision model fallback	—	✅
Cross-app flow testing	—	✅
Electron / Playwright support	—	✅

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🏗 Architecture

fusiontest/
├── core/           # LLM action model, embeddings, screen parser
├── mobile/         # iOS (XCTest) + Android (UIAutomator2) adapters
├── desktop/        # Windows (WinAppDriver), macOS (Accessibility API), Playwright
├── guardrails/     # Hallucination handler, loop detector, backtrack engine
└── reporting/      # Dashboard data, Slack/email alerts, CI artifacts

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🚀 Quickstart

Prerequisites

• Python 3.10+
• Node.js 18+ (for Playwright/Electron targets)
• Appium 2.x (for mobile)

Install

git clone https://github.com/mohigo/fusion-test.git
cd fusion-test
pip install -e ".[dev]"

Set your API key

export FUSIONTEST_API_KEY=your_key_here
# or copy .env.example → .env and fill in values

Run your first test

fusiontest run --goal "Log in, navigate to settings, update profile name" \
               --platform android \
               --app path/to/app.apk \
               --locale en-US

Full guide: docs/getting-started.md — covers all platforms (web, Android, iOS, Electron, Windows, macOS), Python API usage, configuration, dashboard, CI setup, and tips for writing good goals.

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📝 Writing Test Goals

FusionTest accepts natural language goals. No code required.

# tests/goals/onboarding.yaml
name: User onboarding flow
platform: android
locale: en-US
goals:
  - "Open the app and tap Get Started"
  - "Enter email address and password on the signup screen"
  - "Verify the home dashboard loads with a welcome message"

Run it:

fusiontest run --file tests/goals/onboarding.yaml

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🔌 CI/CD Integration

GitHub Actions

- name: Run FusionTest
  uses: fusionleap/fusiontest-action@v1
  with:
    goal-file: tests/goals/smoke.yaml
    platform: android
    api-key: ${{ secrets.FUSIONTEST_API_KEY }}

Bitrise / Fastlane

See docs/ci-integrations.md for step-by-step guides.

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📊 Reporting

Every test run produces:

• Pass/fail summary with stability score
• Screen-by-screen action log
• Video recording of the test session
• Bug report with screenshot + repro steps (on failure)

Results are posted to your FusionTest dashboard and optionally to Slack.

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🛠 Configuration

# fusiontest.config.yaml
model:
  backbone: mpnet-base          # or: gpt-4o, claude-sonnet (for MVP/fallback)
  precision_threshold: 0.97
  max_retries: 3

guardrails:
  loop_detection: true
  loop_window: 5                # check last N screen states
  backtrack_on_invalid: true
  max_backtracks: 2

devices:
  android:
    farm: browserstack           # or: aws-device-farm, local
  desktop:
    vision_fallback: true        # enable for non-accessible UIs
    playwright_for_electron: true

reporting:
  slack_webhook: ${SLACK_WEBHOOK}
  save_recordings: true
  dashboard_url: https://app.fusionleap.io

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🗺 Roadmap

• Core LLM action model (MPNet / GPT-4o / Claude backends)
• Android adapter (UIAutomator2 + Appium)
• iOS adapter (XCUITest + Appium)
• Desktop adapter — Playwright / Electron (with vision fallback)
• Desktop adapter — Windows (WinAppDriver / UIA)
• Desktop adapter — macOS (NSAccessibility + PyObjC)
• Guardrails engine (invalid actions, loops, backtrack)
• Goal completion verifier (LLM + heuristic fallback)
• Video recording — Playwright WebM→MP4, Appium, Windows screenshot stitch
• Reporting — JSON, Slack webhooks, GitHub Actions annotations
• CLI — fusiontest run / init / demo / report
• MPNet fine-tuning pipeline (fusiontest/training/)
• FusionLeap cloud dashboard (React + Recharts + SaaS pages)
• Dashboard backend API (FastAPI + PostgreSQL/Supabase)
• SaaS backend — auth, org management, API keys, webhooks, billing
• Marketing website (Next.js, website/)
• Integration tests — runner, guardrails, goal verifier
• CI/CD integration guides (docs/ci-integrations.md)
• Autonomous Test Discovery — auto-crawl website → generate goals → execute
• RAG test library (few-shot goal → flow)
• Multi-locale parallel execution
• Cross-app flow testing (desktop)

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🤝 Contributing

See CONTRIBUTING.md. We welcome issues, PRs, and test goal examples from the community.

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📄 License

MIT © FusionLeap.io